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Compilation Author Index

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MM 2012 Proceedings

Kiyoharu Aizawa, Noboru Babaguchi, John R. Smith (Eds.), Proceedings of the 2012 ACM Multimedia Conference, MM '12, October 29�November 2, 2012, Nara, Japan. ACM 2012, ISBN 978-1-4503-1589-5.


Table of Contents (Whole Proceedings)

Message from the General Chairs
Kiyoharu Aizawa (The University of Tokyo)
Noboru Babaguchi (Osaka University)
John R. Smith (IBM T.J. Watson Research Center)

Message from the Technical Program Chairs
Shin'ichi Satoh (National Institute of Informatics)
Thomas Plagemann (University of Oslo)
Xian-Sheng Hua (Microsoft)
Rong Yan (Facebook)

Message from the ACM SIGMM Chair
Klara Nahrstedt (University of Ilinois at Urbana-Champaign)

MM 2012 Conference Organization

MM 2012 Technical Program Area Chairs

MM 2012 Technical Program Committee

MM 2012 Additional Reviewers

MM 2012 Technical Demo Program Committee

MM 2012 Brave New Ideas Program Committee

MM 2012 Doctoral Symposium Committee

MM 2012 Sponsor & Supporters

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Plenary Talk 1

Full Paper Session 15: Image Content Analysis

Panel 1: 20th Anniversary Panel

Full Paper Session 16: Social Media

Plenary Talk 2

Poster Session 1

Panel 2: Panel Discussion

Poster Session 2

Best Paper Session

Poster Session 3

Full Paper Session 1: Content-Based Image Retrieval

Brave New Ideas Program

Full Paper Session 2: Audio and Music

Technical Demo Session 1

Full Paper Session 3: Video Applications

Technical Demo Session 2

Full Paper Session 4: Large Scale Search

Technical Demo Session 3

Full Paper Session 5: Person and Face Analysis

Multimedia Grand Challenge

Full Paper Session 6: Video Distribution

Doctoral Symposium Session 1: Best Paper Session

Full Paper Session 7: Visual Search

Doctoral Symposium 2: Oral Paper Session

Full Paper Session 8: Human-centric Media

Doctoral Symposium 3: Poster Session

Full Paper Session 9: Presentation and Organization

Open Source Software Competition

Full Paper Session 10: Haptics

Video Program

Full Paper Session 11: Event Recognition

Multimedia Art Exhibition

Full Paper Session 12: Semantic Tagging

Workshop Summaries

Full Paper Session 13: Image Analysis

Tutorial Overviews

Full Paper Session 14: Mobile Systems

 

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Plenary Talk 1
Session Chair: Noboru Babaguchi (Osaka University)

Future Direction of Digital Content (Page 1)
Masahiro Fujita (Sony Corporation)

 

Panel 1: 20th Anniversary Panel
Session Chairs: Klara Nahrstedt (University of Illinois at Urbana-Champaign) and Malcolm Slaney (Microsoft)

Coulda, Woulda, Shoulda: 20 Years of Multimedia Opportunities (20th Anniversary Panel) (Page 3)
Klara Nahrstedt (University of Ilinois at Urbana-Champaign)
Malcolm Slaney (Microsoft)

 

Plenary Talk 2
Session Chair: Kiyoharu Aizawa (The University of Tokyo)

Decoding Visual Experience from the Human Brain (Page 5)
Yukiyasu Kamitani (ATR Computational Neuroscience Laboratories)

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Panel 2: Panel Discussion
Session Chairs: Lexing Xie (Australian National University), David A. Shamma, (Yahoo! Research) and
Cees Snoek (University of Amsterdam)

Content is Dead; Long-Live Content! (Page 7)
Lexing Xie (Australian National University)
David Ayman Shamma (Yahoo! Research)
Cees Snoek (University of Amsterdam)

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Best Paper Session
Session Chair: John Smith (IBM)

Finding Perfect Rendezvous On the Go: Accurate Mobile Visual Localization and Its Applications to Routing (Page 9)
Heng Liu (University of Science and Technology of China)
Tao Mei (Microsoft Research Asia)
Jiebo Luo (University of Rochester)
Houqiang Li (University of Science and Technology of China)
Shipeng Li (Microsoft Research Asia)

Right Buddy Makes the Difference: An Early Exploration of Social Relation Analysis in Multimedia Applications (Page 19)
Jitao Sang (Chinese Academy of Sciences & China Singapore Institute of Digital Media)
Changsheng Xu (Chinese Academy of Sciences & China Singapore Institute of Digital Media)

Propagation-Based Social-Aware Replication for Social Video Contents (Page 29)
Zhi Wang (Tsinghua University)
Lifeng Sun (Tsinghua University)
Xiangwen Chen (The Chinese University of Hong Kong)
Wenwu Zhu (Tsinghua University)
Jiangchuan Liu (Simon Fraser University)
Minghua Chen (The Chinese University of Hong Kong)
Shiqiang Yang (Tsinghua University)

Action Recognition for Human-Marionette Interaction (Page 39)
Shih-Yao Lin (National Taiwan University)
Chuen-Kai Shie (National Taiwan University)
Shen-Chi Chen (National Taiwan University)
Yi-Ping Hung (National Taiwan University)

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Full Paper Session 1: Content-Based Image Retrieval
Session Chair: Benoit Huet (EURECOM)

A Bag-of-Objects Retrieval Model for Web Image Search (Page 49)
Yang Yang (Nanjing University & Microsoft Research Asia)
Linjun Yang (Microsoft Research Asia)
Gangshan Wu (Nanjing University)
Shipeng Li (Microsoft Research Asia)

Harvesting Visual Concepts for Image Search with Complex Queries (Page 59)
Liqiang Nie (National University of Singapore)
Shuicheng Yan (National University of Singapore)
Meng Wang (Hefei University of Technology)
Richang Hong (Hefei University of Technology)
Tat-Seng Chua (National University of Singapore)

Exploiting Visual Word Co-occurrence for Image Retrieval (Page 69)
Miaojing Shi (Peking University)
Xinghai Sun (Peking University)
Dacheng Tao (University of Technology)
Chao Xu (Peking University)

Attribute Feedback (Page 79)
Hanwang Zhang (National University of Singapore)
Zheng-Jun Zha (National University of Singapore)
Shuicheng Yan (National University of Singapore)
Jingwen Bian (National University of Singapore)
Tat-Seng Chua (National University of Singapore)

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Full Paper Session 2: Audio and Music
Session Chair: Gerald Friedland (ICSI and University of California, Berkeley)

The Acoustic Emotion Gaussians Model for Emotion-Based Music Annotation and Retrieval (Page 89)
Ju-Chiang Wang (National Taiwan University & Academia Sinica)
Yi-Hsuan Yang (Academia Sinica)
Hsin-Min Wang (Academia Sinica)
Shyh-Kang Jeng (National Taiwan University)

Context-Aware Mobile Music Recommendation for Daily Activities (Page 99)
Xinxi Wang (National University of Singapore)
David Rosenblum (National University of Singapore)
Ye Wang (National University of Singapore)

MusicScore: Mobile Music Composition for Practice and Fun (Page 109)
Zimu Liu (University of Toronto)
Yuan Feng (University of Toronto)
Baochun Li (University of Toronto)

Modeling the QoE of Rate Changes in SKYPE/SILK VoIP Calls (Page 119)
Chien-nan Chen (National Taiwan University)
Cing-yu Chu (National Taiwan University)
Su-ling Yeh (National Taiwan University)
Hao-hua Chu (National Taiwan University)
Polly Huang (National Taiwan University)

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Full Paper Session 3: Video Applications
Session Chair: Alexander G. Hauptmann (Carnegie Mellon University)

PaperVideo: Interacting with Videos on Multiple Paper-like Displays (Page 129)
Roman Lissermann (Technische Universit�t Darmstadt)
Simon Olberding (Massachusetts Institute of Technology)
Benjamin Petry (Technische Universit�t Darmstadt)
Max M�hlh�user (Technische Universit�t Darmstadt)
J�rgen Steimle (Massachusetts Institute of Technology)

MoViMash: Online Mobile Video Mashup (Page 139)
Mukesh Saini (National University of Singapore)
Raghudeep Gadde (National University of Singapore)
Shuicheng Yan (National University of Singapore)
Wei Tsang Ooi (National University of Singapore)

An Interactive System of Stereoscopic Video Conversion (Page 149)
Zhebin Zhang (Peking University)
Chen Zhou (Peking University)
Bo Xin (Peking University)
Yizhou Wang (Peking University)
Wen Gao (Peking University)

Enabling "Togetherness" in High-Quality Domestic Video Conferencing (Page 159)
Ian Kegel (BT Research & Technology)
Pablo Cesar (Centrum Wiskunde & Informatica)
Jack Jansen (Centrum Wiskunde & Informatica)
Dick Bulterman (Centrum Wiskunde & Informatica)
Tim Stevens (BT Research & Technology)
Joke Kort (TNO ICT)
Nikolaus F�rber (Fraunhofer IIS)

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Full Paper Session 4: Large Scale Search
Session Chair: Chong-Wah Ngo (City University of Hong Kong)

Scalar Quantization for Large Scale Image Search (Page 169)
Wengang Zhou (University of Texas at San Antonio)
Yijuan Lu (Texas State University)
Houqiang Li (University of Science and Technology of China)
Qi Tian (University of Texas at San Antonio)

Query-Driven Iterated Neighborhood Graph Search for Large Scale Indexing (Page 179)
Jingdong Wang (Microsoft Research Asia)
Shipeng Li (Microsoft Research Asia)

SymCity: Feature Selection by Symmetry for Large Scale Image Retrieval (Page 189)
Giorgos Tolias (National Technical University of Athens)
Yannis Kalantidis (National Technical University of Athens)
Yannis Avrithis (National Technical University of Athens)

Embedding Spatial Context Information into Inverted File for Large-Scale Image Retrieval (Page 199)
Zhen Liu (University of Science and Technology of China)
Houqiang Li (University of Science and Technology of China)
Wengang Zhou (University of Texas at San Antonio)
Qi Tian (University of Texas at San Antonio)

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Full Paper Session 5: Person and Face Analysis
Session Chair: Nicu Sebe (University of Trento)

A Smile Can Reveal Your Age: Enabling Facial Dynamics in Age Estimation (Page 209)
Hamdi Dibeklioğlu (University of Amsterdam)
Theo Gevers (University of Amsterdam)
Albert Ali Salah (Bogazi�i University)
Roberto Valenti (University of Amsterdam)

Unsupervised Face-Name Association via Commute Distance (Page 219)
Jiajun Bu (Zhejiang University)
Bin Xu (Zhejiang University)
Chenxia Wu (Zhejiang University)
Chun Chen (Zhejiang University)
Jianke Zhu (Zhejiang University)
Deng Cai (Zhejiang University)
Xiaofei He (Zhejiang University)

On Shape and the Computability of Emotions (Page 229)
Xin Lu (The Pennsylvania State University)
Poonam Suryanarayan (The Pennsylvania State University)
Reginald B. Adams Jr. (The Pennsylvania State University)
Jia Li (The Pennsylvania State University)
Michelle G. Newman (The Pennsylvania State University)
James Z. Wang (The Pennsylvania State University)

Sense Beauty via Face, Dressing, and/or Voice (Page 239)
Tam V. Nguyen (National University of Singapore)
Si Liu (National Laboratory of Pattern Recognition)
Bingbing Ni (Advanced Digital Sciences Center)
Jun Tan (National University of Defense Technology)
Yong Rui (Microsoft Research Asia)
Shuicheng Yan (National University of Singapore)

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Full Paper Session 6: Video Distribution
Session Chair: Nalini Venkatasubrahanian (University of California, Irvine)

Leveraging Social Network Concepts for Efficient Peer-to-Peer Live Streaming Systems (Page 249)
Haiying Shen (Clemson University)
Ze Li (Clemson University)
Hailang Wang (Clemson University)
JIn Li (Microsoft Research)

Jetway: Minimizing Costs on Inter-Datacenter Video Traffic (Page 259)
Yuan Feng (University of Toronto)
Baochun Li (University of Toronto)
Bo Li (Hong Kong University of Science and Technology)

Control of Distributed Servers for Quality-Fair Delivery of Multiple Video Streams (Page 269)
Nesrine Changuel (Alcatel-Lucent Bell Labs)
Bessem Sayadi (Alcatel-Lucent Bell Labs)
Michel Kieffer (University of Paris-Sud)

GreenTube: Power Optimization for Mobile Videostreaming via Dynamic Cache Management (Page 279)
Xin Li (George Mason University)
Mian Dong (Samsung Telecommunications America)
Zhan Ma (Samsung Telecommunications America)
Felix Fernandes (Samsung Telecommunications America)

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Full Paper Session 7: Visual Search
Session Chair: Qi Tian (University of Texas at San Antonio)

A Multimedia Analytics Framework for Browsing Image Collections in Digital Forensics (Page 289)
Marcel Worring (University of Amsterdam)
Andreas Engl (University of Amsterdam)
Camelia Smeria (University of Amsterdam)

Submodular Video Hashing: A Unified Framework Towards Video Pooling and Indexing (Page 299)
Liangliang Cao (IBM T.J. Watson Research Center)
Zhenguo Li (Columbia University)
Yadong Mu (Columbia University)
Shih-Fu Chang (Columbia University)

Exploratory Search of Long Surveillance Videos (Page 309)
Greg Casta��n (Boston University)
Venkatesh Saligrama (Boston University)
Andr� Louis Caron (Universit� de Sherbrooke)
Pierre-Marc Jodoin (Universit� de Sherbrooke)

When Video Search Goes Wrong: Predicting Query Failure Using Search Engine Logs and Visual Search Results (Page 319)
Christoph Kofler (Delft University of Technology)
Linjun Yang (Microsoft Research Asia)
Martha Larson (Delft University of Technology)
Tao Mei (Microsoft Research Asia)
Alan Hanjalic (Delft University of Technology)
Shipeng Li (Microsoft Research Asia)

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Full Paper Session 8: Human-centric Media
Session Chair: Frank Nack (University of Amsterdam)

Don't Ask Me What I'm Like, Just Watch and Listen (Page 329)
Ruchir Srivastava (National University of Singapore)
Jiashi Feng (National University of Singapore)
Sujoy Roy (Institute for Infocomm Research)
Shuicheng Yan (National University of Singapore)
Terence Sim (National University of Singapore)

Controlling Urban Lighting by Human Motion Patterns Results from a Full Scale Experiment (Page 339)
Esben Skouboe Poulsen (Aalborg University)
Hans J�rgen Andersen (Aalborg University)
Ole B. Jensen (Aalborg University)
Rikke Gade (Aalborg University)
Tobias Thyrrestrup (Aalborg University)
Thomas B. Moeslund (Aalborg University)

In the Eye of the Beholder: Employing Statistical Analysis and Eye Tracking for Analyzing Abstract Paintings (Page 349)
Victoria Yanulevskaya (University of Trento)
Jasper Uijlings (University of Trento)
Elia Bruni (University of Trento)
Andreza Sartori (University of Trento & Telecom Italia - SKIL)
Elisa Zamboni (University of Trento)
Francesca Bacci (Museum of Art of Trento and Rovereto)
David Melcher (University of Trento)
Nicu Sebe (University of Trento)

Online Crowdsourcing Subjective Image Quality Assessment (Page 359)
Qianqian Xu (Chinese Academy of Sciences)
Qingming Huang (Chinese Academy of Sciences)
Yuan Yao (Peking University)

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Full Paper Session 9: Presentation and Organization
Session Chair: Heng Tao Shen (The University of Queensland)

Image Colorization Using Similar Images (Page 369)
Raj Kumar Gupta (Nanyang Technological University)
Alex Yong-Sang Chia (Institute for Infocomm Research)
Deepu Rajan (Nanyang Technological University)
Ee Sin Ng (Institute for Infocomm Research)
Huang Zhiyong (Institute for Infocomm Research)

Semi-Automated Magazine Layout Using Content-Based Image Features (Page 379)
Mikko Kuhna (Aalto University)
Ida-Maria Kivel� (Aalto University)
Pirkko Oittinen (Aalto University)

Understanding Screen Contents for Building a High Performance, Real Time Screen Sharing System (Page 389)
Surendar Chandra (FX Palo Alto Laboratory Inc.)
Jacob T. Biehl (FX Palo Alto Laboratory Inc.)
John Boreczky (FX Palo Alto Laboratory Inc.)
Scott Carter (FX Palo Alto Laboratory Inc.)
Lawrence A. Rowe (FX Palo Alto Laboratory Inc.)

El-pincel - A Painter Cloud Service for Greener Web Pages (Page 399)
Bhojan Anand (National University of Singapore)
Lee Kee Chong (National University of Singapore)
Ee-Chien Chang (National University of Singapore)
Mun Choon Chan (National University of Singapore)
Ananda L. Akkihebbal (National University of Singapore)
Wei Tsang Ooi (National University of Singapore)

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Full Paper Session 10: Haptics
Session Chair: Yuichi Nakamura (Kyoto University)

Low Bitrate Source-Filter Model Based Compression of Vibrotactile Texture Signals in Haptic Teleoperation (Page 409)
Rahul Chaudhari (Technische Universit�t M�nchen)
Burak �izmeci (Technische Universit�t M�nchen)
Katherine J. Kuchenbecker (University of Pennsylvania)
Seungmoon Choi (POSTECH)
Eckehard Steinbach (Technische Universit�t M�nchen)

Vibrotactile Feedback of Motor Performance Errors for Enhancing Motor Learning (Page 419)
Troy McDaniel (Arizona State University)
Morris Goldberg (Arizona State University)
Shantanu Bala (Arizona State University)
Bijan Fakhri (Arizona State University)
Sethuraman Panchanathan (Arizona State University)

MOGAT: Mobile Games with Auditory Training for Children with Cochlear Implants (Page 429)
Yinsheng Zhou (National University of Singapore)
Khe Chai Sim (National University of Singapore)
Patsy Tan (Singapore General Hospital)
Ye Wang (National University of Singapore)

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Full Paper Session 11: Event Recognition
Session Chair: Ansgar Scherp (University of Koblenz-Landau)

Visual Knowledge Transfer Among Multiple Cameras for People Counting with Occlusion Handling (Page 439)
Ming-Fang Weng (Academia Sinica)
Yen-Yu Lin (Academia Sinica)
Nick C. Tang (Academia Sinica)
Hong-Yuan Mark Liao (Academia Sinica)

Leveraging High-Level and Low-Level Features for Multimedia Event Detection (Page 449)
Lu Jiang (Carnegie Mellon University)
Alexander G. Hauptmann (Carnegie Mellon University)
Guang Xiang (Carnegie Mellon University)

Interactive Data-Driven Discovery of Temporal Behavior Models from Events in Media Streams (Page 459)
Chreston Miller (Virginia Tech)
Francis Quek (Virginia Tech)

Knowledge Adaptation for Ad Hoc Multimedia Event Detection with Few Exemplars (Page 469)
Zhigang Ma (University of Trento)
Yi Yang (Carnegie Mellon University)
Yang Cai (Carnegie Mellon University)
Nicu Sebe (University of Trento)
Alexander G. Hauptmann (Carnegie Mellon University)

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Full Paper Session 12: Semantic Tagging
Session Chair: Lexing Xie (Australian National University)

Multi-View Learning from Imperfect Tagging (Page 479)
Zhongang Qi (Zhejiang University)
Ming Yang (Zhejiang University)
Zhongfei (Mark) Zhang (Zhejiang University)
Zhengyou Zhang (Microsoft Research)

Joint Statistical Analysis of Images and Keywords with Applications in Semantic Image Enhancement (Page 489)
Albrecht Lindner (�cole Polytechnique F�d�rale de Lausanne)
Appu Shaji (�cole Polytechnique F�d�rale de Lausanne)
Nicolas Bonnier (Oc� Print Logic Technologies)
Sabine S�sstrunk (�cole Polytechnique F�d�rale de Lausanne)

Image Annotation by Semantic Sparse Recoding of Visual Content (Page 499)
Zhiwu Lu (Peking University)
Yuxin Peng (Peking University)

Annotating Web Images Using NOVA: NOn-conVex group spArsity (Page 509)
Fei Wu (Zhejiang University)
Ying Yuan (Zhejiang University)
Yong Rui (Microsoft Research Asia)
Shuicheng Yan (Department of Electrical and Computer Engineering, NUS)
Yueting Zhuang (Zhejiang University)

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Full Paper Session 13: Image Analysis
Session Chair: Shuicheng Yan (National University of Singapore)

Query-Adaptive Shape Topic Mining for Hand-Drawn Sketch Recognition (Page 519)
Zhenbang Sun (Shanghai Jiao Tong University)
Changhu Wang (Microsoft Research Asia)
Liqing Zhang (Shanghai Jiao Tong University)
Lei Zhang (Microsoft Research Asia)

Correlated Attribute Transfer with Multi-Task Graph-Guided Fusion (Page 529)
Yahong Han (Tianjin University)
Fei Wu (Zhejiang University)
Xinyan Lu (Zhejiang University)
Qi Tian (University of Texas at San Antonio)
Yueting Zhuang (Zhejiang University)
Jiebo Luo (University of Rochester)

Spatial Pooling of Heterogeneous Features for Image Applications (Page 539)
Lingxi Xie (Tsinghua University)
Qi Tian (University of Texas at San Antonio)
Bo Zhang (Tsinghua University)

Efficient Image Annotation for Automatic Sentence Generation (Page 549)
Yoshitaka Ushiku (The University of Tokyo)
Tatsuya Harada (The University of Tokyo & JST PRESTO)
Yasuo Kuniyoshi (The University of Tokyo)

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Full Paper Session 14: Mobile Systems
Session Chair: Vera Goebel (University of Oslo)

Dinner of Luci�rnaga: An Interactive Play with iPhone App in Theater (Page 559)
Yu-Chuan Tseng (Shih Hsin University)
Kuan-Ying Wu (National Chiao Tung University)
Yi-Ching Huang (National Taiwan University)
Chi-Ping Chin (MUTIENLIAO Interactive dot TW)

Accelerating SURF Detector on Mobile Devices (Page 569)
Xin Yang (University of California, Santa Barbara)
Kwang-Ting (Tim) Cheng (University of California, Santa Barbara)

IMShare: Instantly Sharing Your Mobile Landmark Images by Search-based Reconstruction (Page 579)
Lican Dai (University of Science and Technology of China)
Huanjing Yue (Tianjin University)
Xiaoyan Sun (Microsoft Research Asia)
Feng Wu (Microsoft Research Asia)

Discovering Areas of Interest with Geo-tagged Images and Check-ins (Page 589)
Jiajun Liu (The University of Queensland)
Zi Huang (The University of Queensland)
Lei Chen (Hong Kong University of Science and Technology)
Heng Tao Shen (The University of Queensland)
Zhixian Yan (�cole Polytechnique F�d�rale de Lausanne)

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Full Paper Session 15: Image Content Analysis
Session Chair: Winston Hsu (National Taiwan University)

Scalable Mining of Small Visual Objects (Page 599)
Pierre Letessier (INA & INRIA Sophia-Antipolis)
Olivier Buisson (INA)
Alexis Joly (INRIA Sophia-Antipolis)

Snap-and-Ask: Answering Multimodal Question by Naming Visual Instance (Page 609)
Wei Zhang (City University of Hong Kong)
Lei Pang (City University of Hong Kong)
Chong-Wah Ngo (City University of Hong Kong)

"Hi, Magic Closet, Tell Me What to Wear!" (Page 619)
Si Liu (National University of Singapore & Chinese Academy of Sciences)
Jiashi Feng (National University of Singapore)
Zheng Song (National University of Singapore)
Tianzhu Zhang (Advanced Digital Sciences Center)
Hanqing Lu (Chinese Academy of Sciences)
Changsheng Xu (Chinese Academy of Sciences)
Shuicheng Yan (National University of Singapore)

Constraint-Optimized Keypoint Inhibition/Insertion Attack: Security Threat to Scale-Space Image Feature Extraction (Page 629)
Chun-Shien Lu (Academia Sinica)
Chao-Yung Hsu (Academia Sinica)

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Full Paper Session 16: Social Media
Session Chair: Bernard Merialdo (Institut EURECOM)

Mining In-Class Social Networks for Large-Scale Pedagogical Analysis (Page 639)
Xiao-Yong Wei (Sichuan University)
Zhen-Qun Yang (Sichuan University)

SocialTransfer: Cross-Domain Transfer Learning from Social Streams for Media Applications (Page 649)
Suman D. Roy (University of Missouri)
Tao Mei (Microsoft Research Asia)
Wenjun Zeng (University of Missouri)
Shipeng Li (Microsoft Research Asia)

Hybrid Social Media Network (Page 659)
Dong Liu (Columbia University)
Guangnan Ye (Columbia University)
Ching-Ting Chen (Columbia University)
Shuicheng Yan (National University of Singapore)
Shih-Fu Chang (Columbia University)

Discovering Informative Social Subgraphs and Predicting Pairwise Relationships from Group Photos (Page 669)
Yan-Ying Chen (National Taiwan University & Academia Sinica)
Winston H. Hsu (National Taiwan University)
Hong-Yuan Mark Liao (Academia Sinica)

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Poster Session 1
Session Chair: Tat-Seng Chua (National Univ. of Singapore)

Video Saliency Detection in the Compressed Domain (Page 697)
Yuming Fang (Nanyang Technological University)
Weisi Lin (Nanyang Technological University)
Zhenzhong Chen (Nanyang Technological University)
Chia-Ming Tsai (National Chung Cheng University)
Chia-Wen Lin (National Tsing Hua University)

A Robust and Efficient Shot Boundary Detection Approach Based on Fisher Criterion (Page 701)
Chi Zhang (Chinese Academy of Sciences)
Weiqiang Wang (Chinese Academy of Sciences)

A Genetic Algorithm for Audio Retargeting (Page 705)
Stephan Wenger (Technische Universit�t Braunschweig)
Marcus Magnor (Technische Universit�t Braunschweig)

Seam Carving with Forward Gradient Difference Maps (Page 709)
Hyeonwoo Noh (POSTECH)
Bohyung Han (POSTECH)

Surveillance Video Coding via Low-Rank and Sparse Decomposition (Page 713)
Chongyu Chen (Xidian University)
Jianfei Cai (Nanyang Technological University)
Weisi Lin (Nanyang Technological University)
Guangming Shi (Xidian University)

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Enhanced Extraction of Moving Objects in Variable Bit-Rate Video Streams (Page 717)
Jui-Yu Yen (National Taipei University of Technology)
Bo-Hao Chen (National Taipei University of Technology)
Shih-Chia Huang (National Taipei University of Technology)

Context-Aware Affective Images Classification Based on Bilayer Sparse Representation (Page 721)
Bing Li (Chinese Academy of Sciences)
Weihua Xiong (Chinese Academy of Sciences)
Weiming Hu (Chinese Academy of Sciences)
Xinmiao Ding (Shandong Institute of Business and Technology)

Gabor-Based Gradient Orientation Pyramid for Kinship Verification Under Uncontrolled Environments (Page 725)
Xiuzhuang Zhou (Capital Normal University)
Jiwen Lu (Advanced Digital Sciences Center)
Junlin Hu (Nanyang Technological University)
Yuanyuan Shang (Capital Normal University)

Robust Stroke-Based Video Animation via Layered Motion and Correspondence (Page 729)
Tao Lin (Sun Yat-Sen University)
Liang Lin (Sun Yat-Sen University & Lotus Hill Research Institute)
Qing Wang (Sun Yat-Sen University)

Texture Optimization for Seamless View Synthesis through Energy Minimization (Page 733)
Wenxiu Sun (The Hong Kong University of Science and Technology)
Oscar C. Au (The Hong Kong University of Science and Technology)
Lingfeng Xu (The Hong Kong University of Science and Technology)
Yujun Li (The Hong Kong University of Science and Technology)
Wei Hu (The Hong Kong University of Science and Technology)
Zhiding Yu (The Hong Kong University of Science and Technology)

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Semi-Supervised Multi-Instance Multi-Label Learning for Video Annotation Task (Page 737)
Xin-Shun Xu (Shandong University & Nanjing University)
Yuan Jiang (Nanjing University)
Xiangyang Xue (Fudan University)
Zhi-Hua Zhou (Nanjing University)

Geo-Location Inference on News Articles via Multimodal pLSA (Page 741)
Youjie Zhou (University of North Carolina, Charlotte)
Jiebo Luo (University of Rochester)

A Method for Detecting Salient Regions Using Integrated Features (Page 745)
Zhendong Mao (Chinese Academy of Sciences & Nanjing University of Posts and Telecommunications)
Yongdong Zhang (Chinese Academy of Sciences)
Ke Gao (Chinese Academy of Sciences)
Dongming Zhang (Chinese Academy of Sciences)

Deep Nonlinear Metric Learning with Independent Subspace Analysis for Face Verification (Page 749)
Xinyuan Cai (Chinese Academy of Sciences)
Chunheng Wang (Chinese Academy of Sciences)
Baihua Xiao (Chinese Academy of Sciences)
Xue Chen (Chinese Academy of Sciences)
Ji Zhou (Chinese Academy of Sciences)

Color Transfer Based on Multiscale Gradient-aware Decomposition and Color Distribution Mapping (Page 753)
Zhuo Su (Sun Yat-sen University)
Daiguo Deng (Sun Yat-sen University)
Xue Yang (Sun Yat-sen University)
Xiaonan Luo (Sun Yat-sen University)

On Sparse and Low-Rank Matrix Decomposition for Singing Voice Separation (Page 757)
Yi-Hsuan Yang (Academia Sinica)

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Memorable Basis: Towards Human-Centralized Sparse Representation (Page 761)
Xiaoshuai Sun (Harbin Institute of Technology)
Hongxun Yao (Harbin Institute of Technology)

Detecting Text in the Real World (Page 765)
Trung Quy Phan (National University of Singapore)
Palaiahnakote Shivakumara (National University of Singapore)
Chew Lim Tan (National University of Singapore)

Face Image Super-Resolution via Nearest Feature Line (Page 769)
Zhen Han (Wuhan University)
Junjun Jiang (Wuhan University)
Ruimin Hu (Wuhan University)
Tao Lu (Wuhan University)
Kebin Huang (Wuhan University)

Modalities Consensus for Multi-Modal Constraint Propagation (Page 773)
Zhenyong Fu (Shanghai Jiao Tong University)
Hongtao Lu (Shanghai Jiao Tong University)
Horace H.S. Ip (City University of Hong Kong)
Zhiwu Lu (Peking University)

Joint Semantic Segmentation by Searching for Compatible-Competitive References (Page 777)
Ping Luo (The Chinese University of Hong Kong & Chinese Academy of Sciences)
Xiaogang Wang (The Chinese University of Hong Kong & Chinese Academy of Sciences)
Liang Lin (Sun Yat-sen University)
Xiaoou Tang (The Chinese University of Hong Kong & Chinese Academy of Sciences)

An Effective Multi-Clue Fusion Approach for Web Video Topic Detection (Page 781)
Tianlong Chen (Chinese Academy of Sciences)
Chunxi Liu (Graduate University of Chinese Academy of Sciences)
Qingming Huang (Chinese Academy of Sciences)

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3D Fingertip and Palm Tracking in Depth Image Sequences (Page 785)
Hui Liang (Nanyang Technological University & Graduate University of Chinese Academy of Sciences)
Junsong Yuan (Nanyang Technological University)
Daniel Thalmann (Nanyang Technological University)

From Speech to Personality: Mapping Voice Quality and Intonation into Personality Differences (Page 789)
Gelareh Mohammadi (Idiap Research Institute)
Antonio Origlia (University of Naples)
Maurizio Filippone (University of Glasgow)
Alessandro Vinciarelli (University of Glasgow and Idiap Research Institute)

Predicting the Conflict Level in Television Political Debates: An Approach Based on Crowdsourcing, Nonverbal Communication and Gaussian Processes (Page 793)
Samuel Kim (Idiap Research Institute)
Maurizio Filippone (University of Glasgow)
Fabio Valente (�cole Polytechnique F�d�rale de Lausanne & University of Glasgow)
Alessandro Vinciarelli (Idiap Research Institute & University of Glasgow)

Using Structural Patches Tiling to Guide Human Head-Shoulder Segmentation (Page 797)
Pengyang Bu (Tsinghua University)
Nan Wang (Tsinghua University)
Haizhou Ai (Tsinghua University)

Video Object Segmentation with Shortest Path (Page 801)
Bao Zhang (Tianjin University)
Handong Zhao (Tianjin University)
Xiaochun Cao (Tianjin University)

Video Object Cosegmentation (Page 805)
Ding-Jie Chen (National Tsing Hua University)
Hwann-Tzong Chen (National Tsing Hua University)
Long-Wen Chang (National Tsing Hua University)

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Community as a Connector: Associating Faces with Celebrity Names in Web Videos (Page 809)
Zhineng Chen (City University of Hong Kong)
Chong-Wah Ngo (City University of Hong Kong)
Juan Cao (Chinese Academy of Sciences)
Wei Zhang (City University of Hong Kong)

Comparison of Prediction-based Fusion and Feature-Level Fusion across Different Learning Models (Page 813)
Stavros Petridis (Imperial College London)
Sanjay Bilakhia (Imperial College London)
Maja Pantic (Imperial College London & University Twente)

Depth Estimation for Semi-Automatic 2D to 3D Conversion (Page 817)
Richard Rzeszutek (Ryerson University)
Raymond Phan (Ryerson University)
Dimitrios Androutsos (Ryerson University)

Predicting Domain Adaptivity: Redo or Recycle? (Page 821)
Ting Yao (City University of Hong Kong)
Chong-Wah Ngo (City University of Hong Kong)
Shiai Zhu (City University of Hong Kong)

Music/Speech Classification Using High-Level Features Derived from FMRI Brain Imaging (Page 825)
Xi Jiang (The University of Georgia)
Tuo Zhang (Northwestern Polytechnical University & The University of Georgia)
Xintao Hu (Northwestern Polytechnical University)
Lie Lu (Dolby Laboratories)
Junwei Han (Northwestern Polytechnical University)
Lei Guo (Northwestern Polytechnical University)
Tianming Liu (The University of Georgia)

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Bilingual Analysis of Song Lyrics and Audio Words (Page 829)
Jen-Yu Liu (Academia Sinica)
Chin-Chia Yeh (Academia Sinica)
Yi-Hsuan Yang (Academia Sinica)
Yuan-Ching Teng (Academia Sinica)

Self-Paced Dictionary Learning for Image Classification (Page 833)
Ye Tang (Nanjing University)
Yu-Bin Yang (Nanjing University)
Yang Gao (Nanjing University)

Cross Matching of Music and Image (Page 837)
Xixuan Wu (Chinese Academy of Sciences & The Chinese University of Hong Kong)
Yu Qiao (Chinese Academy of Sciences)
Xiaogang Wang (The Chinese University of Hong Kong)
Xiaoou Tang (Chinese Academy of Sciences & The Chinese University of Hong Kong)

Name that Room: Room Identification Using Acoustic Features in a Recording (Page 841)
Nils Peters (International Computer Science Institute)
Howard Lei (International Computer Science Institute)
Gerald Friedland (International Computer Science Institute)

Enhancing Visual Dominance by Semantics-Preserving Image Recomposition (Page 845)
Lai-Kuan Wong (National University of Singapore)
Kok-Lim Wong (National University of Singapore)

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Image Tag Re-Ranking by Coupled Probability Transition (Page 849)
Jie Xiao (University of Texas at San Antonio)
Wengang Zhou (University of Texas at San Antonio)
Xia Li (University of Texas at San Antonio)
Meng Wang (Hefei University of Technology)
Qi Tian (University of Texas at San Antonio)

Low Rank Metric Learning for Social Image Retrieval (Page 853)
Zechao Li (Chinese Academy of Sciences)
Jing Liu (Chinese Academy of Sciences)
Yu Jiang (Chinese Academy of Sciences)
Jinhui Tang (Nanjing University of Science and Technology)
Hanqing Lu (Chinese Academy of Sciences)

Can We Understand van Gogh's Mood? Learning to Infer Affects from Images in Social Networks (Page 857)
Jia Jia (Ministry of Education, Tsinghua National Laboratory for Information and Technology & Tsinghua University)
Sen Wu (Tsinghua University)
Xiaohui Wang (Tsinghua University)
Peiyun Hu (Tsinghua University)
Lianhong Cai (Tsinghua University)
Jie Tang (Tsinghua University)

Social Tag Alignment with Image Regions by Sparse Reconstructions (Page 861)
Yang Liu (Chinese Academy of Sciences)
Jing Liu (Chinese Academy of Sciences)
Zechao Li (Chinese Academy of Sciences)
Biao Niu (Chinese Academy of Sciences)
Hanqing Lu (Chinese Academy of Sciences)

Social Event Detection with Interaction Graph Modeling (Page 865)
Yanxiang Wang (Australian National University)
Hari Sundaram (Arizona State University)
Lexing Xie (Australian National University, NICTA)

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Poster Session 2
Session Chair: Liangliang Cao (IBM T. J. Watson Research Center)

Visual Query Attributes Suggestion (Page 869)
Jingwen Bian (National University of Singapore)
Zheng-Jun Zha (National University of Singapore)
Hanwang Zhang (National University of Singapore)
Qi Tian (University of Texas at San Antonio)
Tat-Seng Chua (National University of Singapore)

Attribute-Assisted Reranking for Web Image Retrieval (Page 873)
Junjie Cai (University of Texas at San Antonio)
Zheng-Jun Zha (National University of Singapore)
Wengang Zhou (University of Texas at San Antonio)
Qi Tian (University of Texas at San Antonio)

Query Expansion Enhancement by Fast Binary Matching (Page 877)
Xia Li (The University of Texas at San Antonio)
Wengang Zhou (The University of Texas at San Antonio)
Jinhui Tang (Nanjing University of Science and Technology)
Qi Tian (The University of Texas at San Antonio)

Compact Kernel Hashing with Multiple Features (Page 881)
Xianglong Liu (Beihang University)
Junfeng He (Columbia University)
Di Liu (China Academy of Telecommunication Research of MIIT)
Bo Lang (Beihang University)

Similar Image Search with a Tiny Bag-of-Delegates Representation (Page 885)
Weiwen Tu (Sun Yat-sen University)
Rong Pan (Sun Yat-sen University)
Jingdong Wang (Microsoft Research Asia)

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Online Non-Feedback Image Re-Ranking via Dominant Data Selection (Page 889)
Chen Cao (Chinese Academy of Sciences)
Shifeng Chen (Chinese Academy of Sciences)
Yuhong Li (Chinese Academy of Sciences)
Jianzhuang Liu (Chinese Academy of Sciences, Chinese University of Hong Kong & Huawei Technologies Co. Ltd.)

Optimal Semi-Supervised Metric Learning for Image Retrieval (Page 893)
Kun Zhao (Chinese Academy of Sciences)
Wei Liu (Columbia University)
Jianzhuang Liu (Chinese Academy of Sciences, CUHK & Huawei Technologies Co. Ltd.)

View-Based 3D Object Retrieval by Bipartite Graph Matching (Page 897)
Yue Wen (Tsinghua University)
Yue Gao (Tsinghua University & National University of Singapore)
Richang Hong (Hefei University of Technology)
Huanbo Luan (Tsinghua University & National University of Singapore)
Qiong Liu (Huazhong University of Science and Technology)
Jialie Shen (Singapore Management University)
Rongrong Ji (Columbia University)

Local Geometry Adaptive Manifold Re-Ranking for Shape-Based 3D Object Retrieval (Page 901)
Ryutarou Ohbuchi (University of Yamanashi)
Yukinori Kurita (University of Yamanashi)

DLMSearch: Diversified Landmark Search by Photo (Page 905)
Junfeng Ye (Shanghai Jiao Tong University)
Jia Chen (Shanghai Jiao Tong University)
Zejia Chen (Shanghai Jiao Tong University)
Yihe Zhu (Shanghai Jiao Tong University)
Shenghua Bao (IBM China Research Laboratory)
Zhong Su (IBM China Research Laboratory)
Yong Yu (Shanghai Jiao Tong University)

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Fast Semantic Image Retrieval Based on Random Forest (Page 909)
Hao Fu (University of Nottingham)
Guoping Qiu (University of Nottingham)

Sketch-Based Image Retrieval on Mobile Devices Using Compact Hash Bits (Page 913)
Kai-Yu Tseng (National Taiwan University)
Yen-Liang Lin (National Taiwan University)
Yu-Hsiu Chen (National Taiwan University)
Winston H. Hsu (National Taiwan University)

Towards Relevance and Saliency Ranking of Image Tags (Page 917)
Songhe Feng (Beijing Jiaotong University)
Congyan Lang (Beijing Jiaotong University)
Bing Li (NLPR, Institute of Automation & Chinese Academy of Sciences)

Mobile-Based Advertisement Information Retrieval from Images and Websites (Page 921)
Yi-Feng Pan (Fujitsu R&D Center Co., Ltd.)
Jian Sun (Fujitsu R&D Center Co., Ltd.)
Siyuan Chen (Fujitsu R&D Center Co., Ltd.)
Yuan He (Fujitsu R&D Center Co., Ltd.)
Yingju Xia (Fujitsu R&D Center Co., Ltd.)
Jun Sun (Fujitsu R&D Center Co., Ltd.)
Satoshi Naoi (Fujitsu R&D Center Co., Ltd.)

A User Study on Image Browsing on Touchscreens (Page 925)
David Ahlstr�m (Alpen-Adria-Universit�t Klagenfurt)
Marco A. Hudelist (Alpen-Adria-Universit�t Klagenfurt)
Klaus Schoeffmann (Alpen-Adria-Universit�t Klagenfurt)
Gerald Schaefer (Loughborough University)

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Discriminative ICA Model with Reconstruction Constraint for Image Classification (Page 929)
Yanhui Xiao (Beijing Jiaotong University)
Zhenfeng Zhu (Beijing Jiaotong University)
Shikui Wei (Beijing Jiaotong University)
Yao Zhao (Beijing Jiaotong University)

Search Web Images Using Objects, Backgrounds and Conditions (Page 933)
Jiemi Zhang (Zhejiang University)
Chenxia Wu (Zhejiang University)
Deng Cai (Zhejiang University)

Sparsity Cue in Image Copy Detection (Page 937)
Huan-Cheng Hsu (National Chung Hsing University)
Chun-Rong Huang (National Chung Hsing University)
Chun-Shien Lu (Academia Sinica)

Near-Duplicate Video Retrieval Based on Clustering by Multiple Sequence Alignment (Page 941)
Yandan Wang (Monash University)
Mohammed Belkhatir (University of Lyon)
Bashar Tahayna (Monash University)

Neighborhood Preserving Hashing for Fast Similarity Search (Page 945)
Cong Liu (Huazhong University of Science and Technology)
Hefei Ling (Huazhong University of Science and Technology)
Fuhao Zou (Huazhong University of Science and Technology)
Lingyu Yan (Huazhong University of Science and Technology)

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Face Photo Retrieval by Sketch Example (Page 949)
Hamed Kiani Galoogahi (National University of Singapore)
Terence Sim (National University of Singapore)

Geometric Context-Preserving Progressive Transmission in Mobile Visual Search (Page 953)
Junhai Xia (Chinese Academy of Sciences)
Ke Gao (Chinese Academy of Sciences)
Dongming Zhang (Chinese Academy of Sciences)
Zhendong Mao (Chinese Academy of Sciences)

Supervised Cross-Collection Topic Modeling (Page 957)
Haidong Gao (Zhejiang University)
Siliang Tang (Zhejiang University)
Yin Zhang (Zhejiang University)
Dapeng Jiang (Zhejiang University)
Fei Wu (Zhejiang University)
Yueting Zhuang (Zhejiang University)

PDSS: Patch-Descriptor-Similarity Space for Effective Face Verification (Page 961)
Xiaohua Zhai (Peking University)
Yuxin Peng (Peking University)
Jianguo Xiao (Peking University)

Correlation-Based Burstiness for Logo Retrieval (Page 965)
Jerome Revaud (INRIA Grenoble)
Matthijs Douze (INRIA Grenoble)
Cordelia Schmid (INRIA Grenoble)

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Large-Scale Simultaneous Multi-Object Recognition and Localization via Bottom Up Search-Based Approach (Page 969)
Chun-Che Wu (National Taiwan University)
Yin-Hsi Kuo (National Taiwan University)
Winston H. Hsu (National Taiwan University)

Sketch-Based Image Retrieval on a Large Scale Database (Page 973)
Rong Zhou (Shanghai Jiao Tong University)
Liuli Chen (Shanghai Jiao Tong University)
Liqing Zhang (Shanghai Jiao Tong University)

Dynamic Vocabularies for Web-based Concept Detection by Trend Discovery (Page 977)
Damian Borth (University of Kaiserslautern)
Adrian Ulges (German Research Center for Artificial Intelligence)
Thomas M. Breuel (University of Kaiserslautern)

Coherent Image Selection Using a Fast Approximation to the Generalized Traveling Salesman Problem (Page 981)
Meng Wang (Boston University)
Prakash Ishwar (Boston University)
Janusz Konrad (Boston University)
Cenk Gazen (Google Inc.)
Rohit Saboo (Google Inc.)

PRiSMA: Searching Images in Parallel (Page 985)
Pancho Tolchinsky (Yahoo! Research)
Luca Chiarandini (Universtitat Pompeu Fabra & Yahoo! Research)
Alejandro Jaimes (Yahoo! Research)

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Local Visual Words Coding for Low Bit Rate Mobile Visual Search (Page 989)
Yue Wu (University of Science and Technology of China)
Shiyang Lu (The University of Sydney)
Tao Mei (Microsoft Research Asia)
Jian Zhang (University of Technology)
Shipeng Li (Microsoft Research Asia)

Virtual Reference View Generation for CBIR-based Visual Pose Estimation (Page 993)
Robert Huitl (Technische Universit�t M�nchen)
Georg Schroth (Technische Universit�t M�nchen)
Sebastian Hilsenbeck (Technische Universit�t M�nchen)
Florian Schweiger (Technische Universit�t M�nchen)
Eckehard Steinbach (Technische Universit�t M�nchen)

Detecting the Directions of Viewing Landmarks for Recommendation by Large-Scale User-contributed Photos (Page 997)
Yen-Ta Huang (National Taiwan University)
Kuan-Ting Chen (National Taiwan University)
Liang-Chi Hsieh (National Taiwan University)
Winston H. Hsu (National Taiwan University)
Ya-Fan Su (Chunghwa Telecom Co., Ltd.)

Efficient Mobile Landmark Recognition Based on Saliency-Aware Scalable Vocabulary Tree (Page 1001)
Kim-Hui Yap (Nanyang Technological University)
Zhen Li (Nanyang Technological University)
Da-Jiang Zhang (Nanyang Technological University)
Zhan-Ke Ng (Nanyang Technological University)

Client-Side Backprojection of Presentation Slides into Educational Video (Page 1005)
Yekaterina Kharitonova (University of Arizona)
Qiyam Tung (University of Arizona)
Alexander Danehy (University of Arizona)
Alon Efrat (University of Arizona)
Kobus Barnard (University of Arizona)

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A Study on the User Perception to Color Variations (Page 1009)
Marco V. Bernardo (Universidade da Beira Interior)
Ant�nio M. G. Pinheiro (Universidade da Beira Interior)
Manuela Pereira (Universidade da Beira Interior)
Paulo Torr�o Fiadeiro (Universidade da Beira Interior)

Parallel Deblocking Filtering in H.264/AVC Using Multiple CPUs and GPUs (Page 1013)
Bart Pieters (Ghent University)
Charles Hollemeersch (Ghent University)
Jan De Cock (Ghent University)
Wesley De Neve (Ghent University)
Peter Lambert (Ghent University)
Rik Van de Walle (Ghent University)

Energy-Aware Adaptations in Mobile 3D Graphics (Page 1017)
Mohammad Hosseini (Simon Fraser University)
Alexandra Fedorova (Simon Fraser University)
Joseph Peters (Simon Fraser University)
Shervin Shirmohammadi (University of Ottawa)

ITEM: Immersive Telepresence for Entertainment and Meetings with Commodity Setup (Page 1021)
Viet Anh Nguyen (Advanced Digital Sciences Center)
Tien Dung Vu (Advanced Digital Sciences Center)
Hongsheng Yang (Advanced Digital Sciences Center)
Jiangbo Lu (Advanced Digital Sciences Center)
Minh N. Do (University of Illinois at Urbana-Champaign)

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Reducing Cross-Group Traffic with a Cooperative Streaming Architecture (Page 1025)
Zhijie Shen (National University of Singapaore)
Roger Zimmermann (National University of Singapaore)

QoE-based Opportunistic Transmission for Video Broadcasting in Heterogeneous Circumstance (Page 1029)
Wen Ji (Chinese Academy of Sciences)
Zhu Li (Futurewei Technology)
Yiqiang Chen (Chinese Academy of Sciences)

ROI-based Protection Scheme for High Definition Interactive Video Applications (Page 1033)
Kiana Calagari (Sharif University of Technology)
Mohammad Reza Pakravan (Sharif University of Technology)
Shervin Shirmohammadi (University of Ottawa)

Advanced Downlink LTE Radio Resource Management for HTTP-Streaming (Page 1037)
Thomas Wirth (Fraunhofer Heinrich Hertz Institute)
Yago S�nchez (Fraunhofer Heinrich Hertz Institute)
Bernd Holfeld (Fraunhofer Heinrich Hertz Institute)
Thomas Schierl (Fraunhofer Heinrich Hertz Institute)

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Poster Session 3
Session Chair: Sethuraman Panchanathan (Arizona State University)

Touch Saliency (Page 1041)
Mengdi Xu (National University of Singapore)
Bingbing Ni (Advanced Digital Science Center)
Jian Dong (National University of Singapore)
Zhongyang Huang (Panasonic Singapore Laboratories)
Meng Wang (Hefei University of Technology)
Shuicheng Yan (National University of Singapore)

Robust Cross-Media Transfer for Visual Event Detection (Page 1045)
Yang Yang (The University of Queensland)
Yi Yang (Carnegie Mellon University)
Zi Huang (The University of Queensland)
Jiajun Liu (The University of Queensland)
Zhigang Ma (University of Trento)

Predicting Human Activities Using Spatio-Temporal Structure of Interest Points (Page 1049)
Gang Yu (Nanyang Technological University)
Junsong Yuan (Nanyang Technological University)
Zicheng Liu (Microsoft Research, Redmond)

Human Action Recognition and Retrieval Using Sole Depth Information (Page 1053)
Yan-Ching Lin (Academia Sinica)
Min-Chun Hu (Academia Sinica & National Cheng Kung University)
Wen-Huang Cheng (Academia Sinica)
Yung-Huan Hsieh (Academia Sinica)
Hong-Ming Chen (Academia Sinica)

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Recognizing Actions Using Depth Motion Maps-Based Histograms of Oriented Gradients (Page 1057)
Xiaodong Yang (The City College, City University of New York)
Chenyang Zhang (The City College, City University of New York)
YingLi Tian (The City College, City University of New York)

Activity-Based Person Identification Using Sparse Coding and Discriminative Metric Learning (Page 1061)
Jiwen Lu (Advanced Digital Sciences Center)
Junlin Hu (Nanyang Technological University)
Xiuzhuang Zhou (Capital Normal University)
Yuanyuan Shang (Capital Normal University)

Detection Bank: An Object Detection Based Video Representation for Multimedia Event Recognition (Page 1065)
Tim Althoff (University of California, Berkeley)
Hyun Oh Song (University of California, Berkeley)
Trevor Darrell (University of California, Berkeley)

A New Heat-Map-based Algorithm for Human Group Activity Recognition (Page 1069)
Hang Chu (Shanghai Jiao Tong University)
Weiyao Lin (Shanghai Jiao Tong University)
Jianxin Wu (Nanyang Technological University)
Xingtong Zhou (Shanghai Jiao Tong University)
Yuanzhe Chen (Shanghai Jiao Tong University)
Hongxiang Li (University of Louisville)

Multimedia Event Recounting with Concept Based Representation (Page 1073)
Qian Yu (SRI International Sarnoff)
Jingen Liu (SRI International Sarnoff)
Hui Cheng (SRI International Sarnoff)
Ajay Divakaran (SRI International Sarnoff)
Harpreet Sawhney (SRI International Sarnoff)

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What Is Happening: Annotating Images with Verbs (Page 1077)
Gang Tian (The University of Sydney)
Genliang Guan (The University of Sydney)
Zhiyong Wang (The University of Sydney)
Dagan Feng (The University of Sydney)

Hybrid Generative-Discriminative Recognition of Human Action in 3D Joint Space (Page 1081)
Zhe Wu (Shanghai Jiao Tong University)
Xiong Li (Shanghai Jiao Tong University)
Xu Zhao (Shanghai Jiao Tong University)
Yuncai Liu (Shanghai Jiao Tong University)

Parsing Collective Behaviors by Hierarchical Model with Varying Structure (Page 1085)
Cong Zhang (Shanghai Jiao Tong University)
Xiaokang Yang (Shanghai Jiao Tong University)
Jun Zhu (Shanghai Jiao Tong University)
Weiyao Lin (Shanghai Jiao Tong University)

Toward Next Generation Coaching Tools for Court Based Racquet Sports (Page 1089)
Damien Connaghan (Dublin City University)
Noel E. O'Connor (Dublin City University)

Predicting Participants in Public Events Using Stock Photos (Page 1093)
Neil O'Hare (Yahoo! Research)
Luca Maria Aiello (Yahoo! Research)
Alejandro Jaimes (Yahoo! Research)

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Breaking Row-Column Shuffle Based Image Cipher (Page 1097)
Weihai Li (University of Science and Technology of China)
Yupeng Yan (University of Science and Technology of China)
Nenghai Yu (University of Science and Technology of China)

On the Music Content Authentication (Page 1101)
Wei Li (Fudan University)
Bilei Zhu (Fudan University)
Zhurong Wang (Fudan University)

Secure Cloud-based Medical Data Visualization (Page 1105)
Manoranjan Mohanty (National University of Singapore)
Pradeep Atrey (University of Winnipeg)
Wei Tsang Ooi (National University of Singapore)

State-based Steganography in Low Bit Rate Speech (Page 1109)
Ke Zhou (Huazhong University of Science and Technology)
Jin Liu (Huazhong University of Science and Technology)
Hui Tian (National Huaqiao University)
Chunhua Li (Huazhong University of Science and Technology)

Markov-based Image Forensics for Photographic Copying from Printed Picture (Page 1113)
Jing Yin (Sun Yat-sen University)
Yanmei Fang (Sun Yat-sen University)

Secure Content Sharing for Social Network Using Fingerprinting and Encryption in the TSH Transform Domain (Page 1117)
Conghuan Ye (Huazhong University of Science and Technology & Hubei Engineering University)
Hefei Ling (Huazhong University of Science and Technology)
Fuhao Zou (Huazhong University of Science and Technology)
Cong Liu (Huazhong University of Science and Technology)

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Conversationally-Inspired Stylometric Features for Authorship Attribution in Instant Messaging (Page 1121)
Marco Cristani (University of Verona)
Giorgio Roffo (Istituto Italiano di Tecnologia)
Cristina Segalin (Istituto Italiano di Tecnologia)
Loris Bazzani (Istituto Italiano di Tecnologia)
Alessandro Vinciarelli (University of Glasgow)
Vittorio Murino (Istituto Italiano di Tecnologia)

Dynamic Camera Calibration Method for Free-Viewpoint Experience in Sport Videos (Page 1125)
Hiroshi Sankoh (KDDI R&D Laboratories, Inc.)
Masaru Sugano (KDDI R&D Laboratories, Inc.)
Sei Naito (KDDI R&D Laboratories, Inc.)

Improving Dense Image Correspondence Estimation with Interactive User Guidance (Page 1129)
Kai Ruhl (TU Braunschweig)
Benjamin Hell (TU Braunschweig)
Felix Klose (TU Braunschweig)
Christian Lipski (TU Braunschweig)
S�ren Petersen (TU Braunschweig)
Marcus Magnor (TU Braunschweig)

Personalized Video Recommendation through Tripartite Graph Propagation (Page 1133)
Bisheng Chen (South China University of Technology)
Jingdong Wang (Microsoft Research Asia)
Qinghua Huang (South China University of Technology)
Tao Mei (Microsoft Research Asia)

Clothing Genre Classification by Exploiting the Style Elements (Page 1137)
Shintami C. Hidayati (National Taiwan University of Science and Technology)
Wen-Huang Cheng (Academia Sinica)
Kai-Lung Hua (National Taiwan University of Science and Technology)

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AttachedShock: Facilitating Moving Targets Acquisition on Augmented Reality Devices Using Goal-Crossing Actions (Page 1141)
Chuang-Wen You (Dartmouth College)
Yung-Huan Hsieh (Academia Sinica)
Wen-Huang Cheng (Academia Sinica)

MixPad: Augmenting Interactive Paper with Mice & Keyboards for Cross-Media and Fine-Grained Interaction with Documents (Page 1145)
Xin Yang (University of California, Santa Barbara)
Chunyuan Liao (FX Palo Alto Laboratory, Inc.)
Qiong Liu (FX Palo Alto Laboratory, Inc.)

Detecting Rule of Simplicity from Photos (Page 1149)
Long Mai (Portland State University)
Hoang Le (Portland State University)
Yuzhen Niu (Portland State University)
Yu-Chi Lai (National Taiwan University of Science and Technology)
Feng Liu (Portland State University)

An Approach to Automatic Creation of Cinemagraphs (Page 1153)
Mei-Chen Yeh (National Taiwan Normal University)
Po-Yi Li (National Taiwan Normal University)

Human-Computer Dance Interaction with Realtime Accelerometer Control (Page 1157)
Takuya Yasunaga (Osaka University)
Atsushi Nakazawa (Osaka University)
Haruo Takemura (Osaka University)

Robust AAM-Based Audio-Visual Speech Recognition Against Face Direction Changes (Page 1161)
Yuto Komai (Kobe University)
Nan Yang (Kobe University)
Tetsuya Takiguchi (Kobe University)
Yasuo Ariki (Kobe University)

A Study on Making Camera Trajectory from Panorama Watching Manipulation (Page 1165)
Daisuke Ochi (Nippon Telegraph and Telephone Corporation)
Hideaki Kimata (Nippon Telegraph and Telephone Corporation)
Hajime Noto (Nippon Telegraph and Telephone Corporation)
Akira Kojima (Nippon Telegraph and Telephone Corporation)

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Drive Video Summarization Based on Double Articulation Structure of Driving Behavior (Page 1169)
Kazuhito Takenaka (Denso Corporation)
Takashi Bando (Denso Corporation)
Shogo Nagasaka (Ritsumeikan University)
Tadahiro Taniguchi (Ritsumeikan University)

Interactive Multimodal Social Robot for Improving Quality of Care of Elderly in Australian Nursing Homes (Page 1173)
Rajiv Khosla (La Trobe University)
Mei-Tai Chu (La Trobe University)
Reza Kachouie (La Trobe University)
Keiji Yamada (NEC Corporation)
Fujita Yoshihiro (NEC Corporation)
Tomoharu Yamaguchi (NEC Corporation)

Plug&Touch: A Mobile Interaction Solution for Large Display via Vision-Based Hand Gesture Detection (Page 1177)
Lei Xu (Nokia Research Center)
Yikai Fang (Nokia Research Center)
Kongqiao Wang (Nokia Research Center)
Jiangwei Li (Nokia Research Center)

Ulcer Detection in Wireless Capsule Endoscopy Video (Page 1181)
Yingju Chen (University of Bridgeport)
Jeongkyu Lee (University of Bridgeport)

Critical Gameplay: Designing Games to Critique Convention (Page 1185)
Lindsay D. Grace (Miami University)

Smooth and Efficient Crowd Transformation (Page 1189)
Mingliang Xu (Zhengzhou University)
Yunpeng Wu (Zhengzhou University)
Yangdong Ye (Zhengzhou University)

Augmented Reality Card Game Based on User-Specific Information Control (Page 1193)
Seiko Myojin (Ritsumeikan University)
Arata Sato (Ritsumeikan University)
Nobutaka Shimada (Ritsumeikan University)

Indoor and Outdoor Profiling of Users in Multimedia Installations (Page 1197)
Gianpaolo D'Amico (University of Florence)
Alberto Del Bimbo (University of Florence)
Andrea Ferracani (University of Florence)
Lea Landucci (University of Florence)
Daniele Pezzatini (University of Florence)

Digiti Sonus: An Interactive Fingerprint Sonification (Page 1201)
Yoon Chung Han (University of California, Santa Barbara)
Byeong-jun Han (Korea University)

Extending the Lifelog to Non-Human Subjects: Ambient Storytelling for Human-Object Relationships (Page 1205)
Joshua McVeigh-Schultz (University of Southern California)
Jen Stein (University of Southern California)
Jeff Watson (University of Southern California)
Scott Fisher (University of Southern California)

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Brave New Ideas Program
Session Chairs: Alejandro Jaimes (Yahoo! Research) and Tat-seng Chua (National University of Singapore)

Situation Recognition: An Evolving Problem for Heterogeneous Dynamic Big Multimedia Data (Page 1209)
Vivek K. Singh (University of California, Irvine)
Mingyan Gao (University of California, Irvine)
Ramesh Jain (University of California, Irvine)

Distributional Semantics with Eyes: Using Image Analysis to Improve Computational Representations of Word Meaning (Page 1219)
Elia Bruni (University of Trento)
Jasper Uijlings (University of Trento)
Marco Baroni (University of Trento)
Nicu Sebe (University of Trento)

Towards Indexing Representative Images on The Web (Page 1229)
Xin-Jing Wang (Microsoft Research Asia)
Zheng Xu (University of Science and Technology of China)
Lei Zhang (Microsoft Research Asia)
Ce Liu (Micrososft Research New England)
Yong Rui (Microsoft Research Asia)

Intent and Its Discontents: The User at the Wheel of the Online Video Search Engine (Page 1239)
Alan Hanjalic (Delft University of Technology)
Christoph Kofler (Delft University of Technology)
Martha Larson (Delft University of Technology)

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Technical Demo Session 1
Session Chair: Hirokazu Kato (NAIST)

Face Replacement with Large-Pose Differences (Page 1249)
Yuan Lin (Tsinghua University)
Qian Lin (HP Labs)
Feng Tang (HP Labs)
Shengjin Wang (Tsinghua University)

TouchPaper: Making Print Interactive (Page 1251)
Feng Tang (Hewlett-Packard Laboratories)
Hao Tang (Hewlett-Packard Laboratories)
Daniel R. Tretter (Hewlett-Packard Laboratories)
Qian Lin (Hewlett-Packard Laboratories)

QuickToon: A Real-Time Video Stylization and Sharing System on General Processors (Page 1253)
Hongsheng Yang (Advanced Digital Sciences Center)
Huanliang Sun (Advanced Digital Sciences Center)
Jiangbo Lu (Advanced Digital Sciences Center)

Sketch2Tag: Automatic Hand-Drawn Sketch Recognition (Page 1255)
Zhenbang Sun (Shanghai Jiao Tong University)
Changhu Wang (Microsoft Research Asia)
Liqing Zhang (Shanghai Jiao Tong University)
Lei Zhang (Microsoft Research Asia)

A Rapid Flower/Leaf Recognition System (Page 1257)
Xianbiao Qi (Beijing University of Posts and Telecommunications)
Rong Xiao (Microsoft Research Asia)
Lei Zhang (Microsoft Research Asia)
Chun-Guang Li (Beijing University of Posts and Telecommunications)
Jun Guo (Beijing University of Posts and Telecommunications)

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A Tool for Automatic Cinemagraphs (Page 1259)
Mei-Chen Yeh (National Taiwan Normal University)
Po-Yi Li (National Taiwan Normal University)

Actions Speak Louder than Words: Searching Human Action Video Based on Body Movement (Page 1261)
Yan-Ching Lin (Academia Sinica)
Min-Chun Hu (Academia Sinica & National Cheng Kung University)
Wen-Huang Cheng (Academia Sinica)
Yung-Huan Hsieh (Academia Sinica)
Hong-Ming Chen (Academia Sinica)

Action Tutor: Real-Time Exemplar-based Sequential Movement Assessment with Kinect Sensor (Page 1263)
Chi-Wen Chen (National Taiwan University)
Min-Chun Hu (Academia Sinica)
Wen-Huang Cheng (Academia Sinica)
Che-Han Chang (National Taiwan University)
Jui-Hsin Lai (National Taiwan University)
Ja-Ling Wu (National Taiwan University)

Jiku Live: A Live Zoomable Video Streaming System (Page 1265)
Arash Shafiei (National University of Singapore)
Ngo Quang Minh Khiem (National University of Singapore)
Guntur Ravindra (National University of Singapore)
Mukesh Saini (National University of Singapore)
Cong Pang (National University of Singapore)
Wei Tsang Ooi (National University of Singapore)

Smart VideoCooKing: A Multimedia Cooking Recipe Browsing Application on Portable Devices (Page 1267)
Keisuke Doman (Nagoya University)
Cheng Ying Kuai (Nagoya University)
Tomokazu Takahashi (Gakuen University)
Ichiro Ide (Nagoya University)
Hiroshi Murase (Nagoya University)

Through the Looking Glass: Mirror Worlds for Augmented Awareness & Capability (Page 1269)
Don Kimber (FX Palo Alto Laboratory, Inc.)
Jun Shingu (Fuji Xerox)
Jim Vaughan (FX Palo Alto Laboratory, Inc.)
David Arendash (FX Palo Alto Laboratory, Inc.)
David Lee (FX Palo Alto Laboratory, Inc.)
Maribeth Back (FX Palo Alto Laboratory, Inc.)
Shingo Uchihashi (Fuji Xerox)

LikeLines: Collecting Timecode-Level Feedback for Web Videos Through User Interactions (Page 1271)
Raynor Vliegendhart (Delft University of Technology)
Martha Larson (Delft University of Technology)
Alan Hanjalic (Delft University of Technology)

Exploring and Browsing Photos Through Characteristic Geographic Tag Regions (Page 1273)
Bart Thomee (Yahoo! Research)
Adam Rae (Yahoo! Research)

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Rapid Object Search Engine for Contextual Advertisement (Page 1275)
Yuning Jiang (Nanyang Technological University)
Junsong Yuan (Nanyang Technological University)
Jingjing Meng (Nanyang Technological University)

Multi-View Video Contents Viewing System by Synchronized Multi-view Streaming Architecture (Page 1277)
Takafumi Marutani (Nagoya University)
Kenji Mase (Nagoya University)
Toshiaki Fujii (Nagoya University)
Tetsuya Kawamoto (Chukyo TV Broadcasting Co. Ltd.)

X-Large Virtual Workspaces for Projector Phones Through Peephole Interaction (Page 1279)
Bonifaz Kaufmann (Alpen-Adria-Universit�t Klagenfurt)
Martin Hitz (Alpen-Adria-Universit�t Klagenfurt)

Demo: Virtual Director for Live Event Broadcast (Page 1281)
Rene Kaiser (Joanneum Research)
Wolfgang Weiss (Joanneum Research)
Malte Borsum (Technicolor)
Axel Kochale (Technicolor)
Marco Masetti (Softeco Sismat)
Valentina Zampichelli (Softeco Sismat)

Fly-through Heijo Palace Site: Historical Tourism System Using Augmented Telepresence (Page 1283)
Fumio Okura (Nara Institute of Science and Technology)
Masayuki Kanbara (Nara Institute of Science and Technology)
Naokazu Yokoya (Nara Institute of Science and Technology)

Mobile Multimedia Presentation in Self-Forming Mobile Device Groups: Ad-Hoc Networks in Practice (Page 1285)
Kevin Collins (Dublin City University)
Noel E. O'Connor (Dublin City University)
Gabriel Miro Muntean (Dublin City University)

Eyeke: What You Hear Is What You See (Page 1287)
Takeshi Okunaka (Ryukoku University)
Yoshinobu Tonomura (Ryukoku University)

System for Creating Slideshows Based on People and Their Emotions (Page 1289)
Vassilios Vonikakis (Advanced Digital Sciences Center & University of Illinois at Urbana-Champaign)
Stefan Winkler (Advanced Digital Sciences Center & University of Illinois at Urbana-Champaign)

gTravel: A Global Social Travel System (Page 1291)
Richong Zhang (Beihang University)
Xiaohui Guo (Beihang University)
Hailong Sun (Beihang University)
Jinpeng Huai (Beihang University)
Xudong Liu (Beihang University)

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Technical Demo Session 2
Session Chair: Qi Tian (University of Texas at San Antonio)

Interactive Music Video Application for Smartphones Based on Free-Viewpoint Video and Audio Rendering (Page 1293)
Toshiharu Horiuchi (KDDI R&D Laboratories, Inc.)
Hiroshi Sankoh (KDDI R&D Laboratories, Inc.)
Tsuneo Kato (KDDI R&D Laboratories, Inc.)
Sei Naito (KDDI R&D Laboratories, Inc.)

Abnormal Behavior Recognition System for ATM Monitoring by RGB-D Camera (Page 1295)
Fan Liu (Nanjing University of Science and Technology)
Jinhui Tang (Nanjing University of Science and Technology)
Ruizhen Zhao (Beijing Jiaotong University)
Zhenmin Tang (Nanjing University of Science and Technology)

Interactive Photomosaic System Using GPU (Page 1297)
Makoto Fujisawa (University of Tsukuba)
Toshiyuki Amano (Yamagata University)
Takafumi Taketomi (Nara Institute of Science and Technology)
Goshiro Yamamoto (Nara Institute of Science and Technology)
Yuki Uranishi (Nara Institute of Science and Technology)
Jun Miyazaki (Nara Institute of Science and Technology)

PhacePhinder: Harnessing Social Networks to Build Social Face Databases for Mobile Devices (Page 1299)
Mark Bloess (University of Ottawa)
Heung-Nam Kim (University of Ottawa)
Abdulmotaleb El Saddik (University of Ottawa)

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Real-Time Multiple Object Instances Detection (Page 1301)
Chengli Xie (Chinese Academy of Sciences)
Jinqiao Wang (Chinese Academy of Sciences)
Yifan Zhang (Chinese Academy of Sciences)
Hanqing Lu (Chinese Academy of Sciences)

One Shot Learning Gesture Recognition with Kinect Sensor (Page 1303)
Di Wu (The University of Sheffield)
Fan Zhu (The University of Sheffield)
Ling Shao (The University of Sheffield)
Hui Zhang (United International College)

Interactive Exploration of Large Remote Image Databases (Page 1305)
William Plant (Aston University)
Gerald Schaefer (Loughborough University)

Scenario-Driven Interactive Panorama Video Delivery: Promptly Watch and Share Enjoyable Parts of an Event (Page 1307)
Daisuke Ochi (Nippon Telegraph and Telephone Corporation)
Hideaki Kimata (Nippon Telegraph and Telephone Corporation)
Hajime Noto (Nippon Telegraph and Telephone Corporation)
Akira Kojima (Nippon Telegraph and Telephone Corporation)

MOGAT: A Cloud-Based Mobile Game System with Auditory Training for Children with Cochlear Implants (Page 1309)
Yinsheng Zhou (National University of Singapore)
Toni-Jan Keith P. Monserrat (National University of Singapore)
Ye Wang (National University of Singapore)

A Domain-Specific Music Search Engine for Gait Training (Page 1311)
Zhonghua Li (National University of Singapore)
Ye Wang (National University of Singapore)

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A Daily, Activity-Aware, Mobile Music Recommender System (Page 1313)
Xinxi Wang (National University of Singapore)
David Rosenblum (National University of Singapore)
Ye Wang (National University of Singapore)

Use of Invisible Noise Signals to Prevent Privacy Invasion Through Face Recognition from Camera Images (Page 1315)
Takayuki Yamada (Graduate University for Advanced Studies)
Seiichi Gohshi (Kogakuin University)
Isao Echizen (National Institute of Informatics)

DVS: A Dynamic Multi-Video Summarization System of Sensor-Rich Videos in Geo-Space (Page 1317)
Ying Zhang (National University of Singapore)
Roger Zimmermann (National University of Singapore)

Motch: An Automatic Motion Type Characterization System for Sensor-Rich Videos (Page 1319)
Guanfeng Wang (National University of Singapore)
Beomjoo Seo (National University of Singapore)
Roger Zimmermann (National University of Singapore)

Hummi-Com: Humming-based Music Composition System (Page 1321)
Tetsuro Kitahara (Nihon University)
Syohei Kimura (Nihon University)
Yuu Suzuki (Nihon University)
Tomofumi Suzuki (Nihon University)

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Technical Demo Session 3
Session Chair: Hirokazu Kato (NAIST)

Browse-to-Search (Page 1323)
Shiyang Lu (The University of Sydney)
Tao Mei (Microsoft Research Asia)
Jingdong Wang (Microsoft Research Asia)
Jian Zhang (University of Technology, Sydney)
Zhiyong Wang (The University of Sydney)
David Dagan Feng (The University of Sydney)
Jian-Tao Sun (Microsoft Research Asia)
Shipeng Li (Microsoft Research Asia)

Scalable Similar Image Search by Joint Indices (Page 1325)
Jing Wang (Peking University)
Jingdong Wang (Microsoft Research Asia)
Xian-Sheng Hua (Microsoft Bing)
Shipeng Li (Microsoft Research Asia)

Color Filter for Image Search (Page 1327)
Peng Wang (Peking University)
Dongqing Zhang (Shanghai Jiao Tong University)
Jingdong Wang (Microsoft Research Asia)
Zhong Wu (Microsoft Bing)
Xian-Sheng Hua (Microsoft Bing)
Shipeng Li (Microsoft Research Asia)

StoViz : Story Visualization of TV Series (Page 1329)
Philippe Ercolessi (University Paul Sabatier)
Herv� Bredin (LIMSI - CNRS)
Christine S�nac (University Paul Sabatier)

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3DME: 3D Media Express from RGB-D Images (Page 1331)
Tam V. Nguyen (National University of Singapore)
Lusong Li (National University of Singapore)
Jun Tan (National University of Singapore)
Shuicheng Yan (National University of Singapore)

"Hi, Magic Closet, Tell Me What to Wear!" (Page 1333)
Si Liu (National University of Singapore)
Tam V. Nguyen (National University of Singapore)
Jiashi Feng (National University of Singapore)
Meng Wang (Hefei University of Technology)
Shuicheng Yan (National University of Singapore)

Street-to-Shop: Cross-Scenario Clothing Retrieval via Parts Alignment and Auxiliary Set (Page 1335)
Si Liu (National University of Singapore & Chinese Academy of Sciences)
Zheng Song (National University of Singapore)
Meng Wang (Hefei University of Technology)
Changsheng Xu (Chinese Academy of Sciences)
Hanqing Lu (Chinese Academy of Sciences)
Shuicheng Yan (National University of Singapore)

Searching for Diversified Landmarks by Photo (Page 1337)
Junfeng Ye (Shanghai Jiao Tong University)
Jia Chen (Shanghai Jiao Tong University)
Zejia Chen (Shanghai Jiao Tong University)
Yihe Zhu (Shanghai Jiao Tong University)
Shenghua Bao (IBM China Research Laboratory)
Zhong Su (IBM China Research Laboratory)
Yong Yu (Shanghai Jiao Tong University)

Attribute Feedback (Page 1339)
Hanwang Zhang (National University of Singapore)
Zheng-Jun Zha (National University of Singapore)
Jingwen Bian (National University of Singapore)
Yue Gao (National University of Singapore)
Huanbo Luan (National University of Singapore)
Tat-Seng Chua (National University of Singapore)

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Personal Photo Indexing (Page 1341)
Ivan Tankoyeu (Universtiy of Trento)
Julian St�ttinger (Universtiy of Trento)
Javier Paniagua (Universtiy of Trento)
Fausto Giunchiglia (Universtiy of Trento)

Guess What You Draw: Interactive Contour-based Image Retrieval on a Million-Scale Database (Page 1343)
Rong Zhou (Shanghai Jiao Tong University)
Liuli Chen (Shanghai Jiao Tong University)
Liqing Zhang (Shanghai Jiao Tong University)

FashionAsk: Pushing Community Answers to Your Fingertips (Page 1345)
Wei Zhang (City University of Hong Kong)
Lei Pang (City University of Hong Kong)
Chong-Wah Ngo (City University of Hong Kong)

A Fast Video Event Recognition System and Its Application to Video Search (Page 1347)
Yu-Gang Jiang (Fudan University)
Qi Dai (Fudan University)
Yingbin Zheng (Fudan University)
Xiangyang Xue (Fudan University)
Jie Liu (Huawei Technologies)
Dong Wang (Huawei Technologies)

Social and Automatic Annotation of Videos for Semantic Profiling and Content Discovery (Page 1349)
Marco Bertini (Universit� degli Studi di Firenze)
Alberto Del Bimbo (Universit� degli Studi di Firenze)
Andrea Ferracani (Universit� degli Studi di Firenze)
Daniele Pezzatini (Universit� degli Studi di Firenze)

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Multimedia Grand Challenge
Session Chairs: Marcel Worring (University of Amsterdam) and Yushi Jing (Google Research)

Visual-Based Transmedia Events Detection (Page 1351)
Alexis Joly (INRIA Zenith)
Julien Champ (INRIA Zenith)
Pierre Letessier (INRA/INA)
Nicolas Herv� (INA)
Olivier Buisson (INA)
Marie-Luce Viaud (INA)

Technicolor Challenge: An Event Classification Framework by Probabilistic Context Modeling of Multimodal Features (Page 1353)
Hsuan-Sheng Chen (National Chiao-Tung University)
Wen-Jiin Tsai (National Chiao-Tung University)

TWIPIX: A Web Magazine Curated from Social Media (Page 1355)
Romil Bansal (Tata Consultancy Services)
Radhika Kumaran (Tata Consultancy Services)
Diwakar Mahajan (Tata Consultancy Services)
Arpit Khurdiya (Tata Consultancy Services)
Lipika Dey (Tata Consultancy Services)
Hiranmay Ghosh (Tata Consultancy Services)

Multimedia News Digger on Emerging Topics from Social Streams (Page 1357)
Bing-Kun Bao (Chinese Academy of Sciences & China -Singapore Institute of Digital Media)
Weiqing Min (Chinese Academy of Sciences)
Jitao Sang (Chinese Academy of Sciences)
Changsheng Xu (Chinese Academy of Sciences)

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Analyzing Social Media via Event Facets (Page 1359)
Zhiyu Wang (Tsinghua University)
Peng Cui (Tsinghua University)
Lexing Xie (Australian National University and NICTA)
Hao Chen (Tsinghua University)
Wenwu Zhu (Tsinghua University)
Shiqiang Yang (Tsinghua University)

Automatic Cinemagraphs for Ranking Beautiful Scenes (Page 1361)
Yin-Tzu Chan (National Taiwan Normal University)
Hao-Chen Hsu (National Taiwan Normal University)
Po-Yi Li (National Taiwan Normal University)
Mei-Chen Yeh (National Taiwan Normal University)

"Where is the Interestingness?" Retrieving Appealing Video Scenes by Learning Flickr-based Graded Judgments (Page 1363)
Miriam Redi (EURECOM)
Bernard Merialdo (EURECOM)

Scaring or Pleasing: Exploit Emotional Impact of an Image (Page 1365)
Bing Li (Chinese Academy of Sciences)
Songhe Feng (Beijing Jiaotong University)
Weihua Xiong (Chinese Academy of Sciences)
Weiming Hu (Chinese Academy of Sciences)

Classification of Photos Based on Good Feelings: ACM MM 2012 Multimedia Grand Challenge Submission (Page 1367)
Mathias Lux (Klagenfurt University)
Mario Taschwer (Klagenfurt University)
Oge Marques (Florida Atlantic University)

Understanding the Emotional Impact of Images (Page 1369)
Xiaohui Wang (Tsinghua University)
Jia Jia (Tsinghua University)
Peiyun Hu (Tsinghua University)
Sen Wu (Tsinghua University)
Jie Tang (Tsinghua University)
Lianhong Cai (Tsinghua University)

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Emotion-Based Sequence of Family Photos (Page 1371)
Vassilios Vonikakis (Advanced Digital Sciences Center & University of Illinois at Urbana-Champaign)
Stefan Winkler (Advanced Digital Sciences Center & University of Illinois at Urbana-Champaign)

Evaluating User's Energy Consumption Using Kinect Based Skeleton Tracking (Page 1373)
Zhenbao Liu (Northwestern Polytechnical University)
Sicong Tang (Northwestern Polytechnical University)
Hongliang Qin (Northwestern Polytechnical University)
Shuhui Bu (Northwestern Polytechnical University)

Analysis of Dance Movements Using Gaussian Processes (Page 1375)
Antoine Liutkus (Telecom ParisTech)
Ang�lique Dremeau (Telecom ParisTech)
Dimitrios Alexiadis (Hellas, Information Technologies Institute)
Slim Essid (Telecom ParisTech)
Petros Daras (Hellas, Information Technologies Institute)

Automatic Music Soundtrack Generation for Outdoor Videos from Contextual Sensor Information (Page 1377)
Yi Yu (National University of Singapore)
Zhijie Shen (National University of Singapore)
Roger Zimmermann (National University of Singapore)

The Acousticvisual Emotion Guassians Model for Automatic Generation of Music Video (Page 1379)
Ju-Chiang Wang (Academia Sinica & National Taiwan University)
Yi-Hsuan Yang (Academia Sinica)
I-Hong Jhuo (National Taiwan University)
Yen-Yu Lin (Academia Sinica)
Hsin-Min Wang (Academia Sinica)

Automatic Music Video Generation: Cross Matching of Music and Image (Page 1381)
Xixuan Wu (Chinese Academy of Sciences & The Chinese University of Hong Kong)
Bing Xu (The Chinese University of Hong Kong)
Yu Qiao (Chinese Academy of Sciences)
Xiaoou Tang (Chinese Academy of Sciences & The Chinese University of Hong Kong)

MuseSync: Standing on the Shoulders of Hollywood (Page 1383)
Cynthia C. S. Liem (Delft University of Technology)
Alessio Bazzica (University of Firenze)
Alan Hanjalic (Delft University of Technology)

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Doctoral Symposium Session 1: Best Paper Session
Session Chairs: Chong-Wah Ngo (City University of Hong Kong) and Keiji Yanai (University of Electro-Communication)

People Search and Activity Mining in Large-Scale Community-Contributed Photos (Page 1385)
Yan-Ying Chen (National Taiwan University)

Upper Body Gestures in Lecture Videos: Indexing and Correlating to Pedagogical Significance (Page 1389)
John R. Zhang (Columbia University)

Modeling Video Viewing Behaviors for Viewer State Estimation (Page 1393)
Ryo Yonetani (Kyoto University)

Challenges in Supporting Non-Linear and Non-Continuous Media Access in P2P Systems (Page 1397)
Zhen Wei Zhao (National University of Singapore)

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Doctoral Symposium 2: Oral Paper Session
Session Chairs: Chong-Wah Ngo (City University of Hong Kong) and Keiji Yanai (University of Electro-Communication)

3D Photo Browsing for Future Mobile Devices (Page 1401)
Shahrouz Yousefi (Ume� University)

Making Use of Eye Tracking Information in Image Collection Creation and Region Annotation (Page 1405)
Tina Walber (University of Koblenz-Landau)

Investigating 3D Model and Part Information for Improving Content-Based and Attribute-Based Object Retrieval (Page 1409)
Yen-Liang Lin (National Taiwan University)

An Adaptive Framework for Scalable Multi-View Video Coding for the H.264/AVC Standard (Page 1413)
Hoda Roodaki (University of Tehran)

Distributed Video Coding with Improved Side Information Refinement and Parallelized Architecture Design (Page 1417)
Yun-Chung Shen (National Taiwan University)

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Doctoral Symposium 3: Poster Session
Session Chairs: Chong-Wah Ngo (City University of Hong Kong) and Keiji Yanai (University of Electro-Communication)

Collective Search and Recommendation in Social Media (Page 1421)
Jitao Sang (Chinese Academy of Sciences)

Semantic Awareness for Automatic Image Interpretation (Page 1425)
Albrecht Lindner (�cole Polytechnique F�d�rale de Lausanne)

Trajectory Signature for Action Recognition in Video (Page 1429)
Nicolas Ballas (CEA/Mines-ParisTech)
Bertrand Delezoide (CEA Saclay)
Fran�oise Pr�teux (Mines-ParisTech)

Interactive Data-Driven Search and Discovery of Temporal Behavior Patterns from Media Streams (Page 1433)
Chreston Miller (Virginia Tech)

Spacetime Freeview Generation Using Image-Based Rendering, Relighting, and Augmented Telepresence (Page 1437)
Fumio Okura (Nara Institute of Science and Technology)

What You See Is What You Should Get (Page 1441)
Velibor Adzic (Florida Atlantic University)

3D Multimedia Signal Processing (Page 1445)
Yu-Hsun Lin (National Taiwan University)

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Open Source Software Competition
Session Chair: Masanori Sano (Japan Broadcasting Corporation)

Bob: A Free Signal Processing and Machine Learning Toolbox for Researchers (Page 1449)
Andr� Anjos (Idiap Research Institute)
Laurent El Shafey (Idiap Research Institute)
Roy Wallace (Idiap Research Institute)
Manuel G�nther (Idiap Research Institute)
Chris McCool (Idiap Research Institute)
S�bastien Marcel (Idiap Research Institute)

DisplayCast: A High Performance Screen Sharing System for Intranets (Page 1453)
Surendar Chandra (FX Palo Alto Laboratory, Inc.)
Lawrence A. Rowe (FX Palo Alto Laboratory, Inc.)

UltraGrid: Low-Latency High-Quality Video Transmissions on Commodity Hardware (Page 1457)
Petr Holub (CESNET z.s.p.o.)
Jiř� Matela (CESNET z.s.p.o.)
Martin Pulec (CESNET z.s.p.o.)
Martin �rom (CESNET z.s.p.o.)

Video Hyperlinking: Libraries and Tools for Threading and Visualizing Large Video Collection (Page 1461)
Lei Pang (City University of Hong Kong)
Wei Zhang (City University of Hong Kong)
Hung-Khoon Tan (University Tunku Abdul Rahman)
Chong-Wah Ngo (City University of Hong Kong)

XKin - eXtendable Hand Pose and Gesture Recognition Library for Kinect (Page 1465)
Fabrizio Pedersoli (University of Brescia)
Nicola Adami (University of Brescia)
Sergio Benini (University of Brescia)
Riccardo Leonardi (University of Brescia)

A Toolset for the Authoring, Simulation, and Rendering of Sensory Experiences (Page 1469)
Markus Waltl (Alpen-Adria-Universit�t Klagenfurt)
Benjamin Rainer (Alpen-Adria-Universit�t Klagenfurt)
Christian Timmerer (Alpen-Adria-Universit�t Klagenfurt)
Hermann Hellwagner (Alpen-Adria-Universit�t Klagenfurt)

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Video Program
Session Chair: Vera Goebel (University of Oslo)

A Real-Time System for Capturing HDR Videos (Page 1473)
Benjamin Guthier (University of Mannheim)
Stephan Kopf (University of Mannheim)
Wolfgang Effelsberg (University of Mannheim)

High Dynamic Range (HDR) Video Image Processing for Digital Glass (Page 1477)
Raymond Chun Hing Lo (University of Toronto)
Steve Mann (University of Toronto)
Jason Huang (University of Toronto)
Valmiki Rampersad (University of Toronto)
Tao Ai (University of Toronto)

Immersive Multiplayer Tennis with Microsoft Kinect and Body Sensor Networks (Page 1481)
Suraj Raghuraman (University of Texas at Dallas)
Karthik Venkatraman (University of Texas at Dallas)
Zhanyu Wang (University of Texas at Dallas)
Jian Wu (University of Texas at Dallas)
Jacob Clements (University of Texas at Dallas)
Reza Lotfian (University of Texas at Dallas)
Balakrishnan Prabhakaran (University of Texas at Dallas)
Xiaohu Guo (University of Texas at Dallas)
Roozbeh Jafari (University of Texas at Dallas)
Klara Nahrstedt (University of Illinois at Urbana-Champaign)

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Multimedia Art Exhibition
Session Chairs: Tomoe Moriyama (Museum of Contemporary Art Tokyo) and Hideyuki Ando (Osaka University)

Optically Coupled Oscillators (OCOs) -- LED Fireflies (Page 1485)
Munehisa Sekikawa (The University of Tokyo)
Akinori Tsuji (The University of Tokushima)
Keiko Kimoto (FIRST, JST)
Ikkyu Aihara (RIKEN Brain Science Institute)
Daisuke Ito (The University of Tokushima)
Tetsushi Ueta (The University of Tokushima)
Kazuyuki Aihara (The University of Tokyo)
Hiroshi Kawakami (FIRST, JST)

ThinkingGarden (Page 1487)
Yoshiaki Mima (Future University Hakodate)
Ken-ichi Kimura (Future University Hakodate)
Hidekatsu Yanagi (Future University Hakodate)

Empathetic Heartbeat (Page 1489)
Hideyuki Ando (Osaka University)
Junji Watanabe (Nippon Telegraph and Telephone Company)
Masahiko Sato (TOPICS Corporation Ltd.)

Participatory Art Cards & Archive System for Public Exhibition: A Case Study Through Ars Wild Card (Page 1491)
Hideaki Ogawa (Ars Electronica Futurelab)
Emiko Ogawa (Ars Electronica Futurelab)
Manuela Naveau (Ars Electronica Futurelab)
Christopher Lindinger (Ars Electronica Futurelab)
Roland Haring (Ars Electronica Futurelab)
Matthew Gardiner (Ars Electronica Futurelab)
Martina Mara (Ars Electronica Futurelab)
Horst H�rtner (Ars Electronica Futurelab)

The Silent Power - Applications of Research in Medical X-ray Combining with Photography and Digital Graphic Design (Page 1493)
Shih-Ting Tsai (Tatung University)
Ming-Hsiu Mia Chen (Tatung University)
Chi-Cheng Chang (National Taiwan Normal University)
Yu-Hung Kuo (National Taiwan Normal University)
Miranda Lawry (University of Newcastle)
Yi-Shu Ting (Chang Gung Memorial Hospital)

Interactive Art "Maelstrom&Vortex": The Body's Speed - A Race Between Digital and Analog Speeds (Page 1495)
He-Lin Luo (National Taiwan University)
Yi-Ping Hung (National Taiwan University)

Passage+ (Page 1497)
Makato Shirose (IMAGICA DIGITALSCAPE Co., Ltd.)
Masahito Hirose (IMAGICA DIGITALSCAPE Co., Ltd.)
Kentato Oku (IMAGICA DIGITALSCAPE Co., Ltd.)
Masato Koide (IMAGICA DIGITALSCAPE Co., Ltd.)
Naoya Hirai (IMAGICA DIGITALSCAPE Co., Ltd.)

"Yu bi Yomu": Interactive Reading of Dynamic Text (Page 1499)
Kazushi Maruya (Nippon Telegraph and Telephone Corporation)
Miki Uetsuki (Hakodate Junior College)
Hideyuki Ando (Osaka University)
Junji Watanabe (Nippon Telegraph and Telephone Corporation)

The New Dunites (Page 1501)
Andres Burbano (University of California, Santa Barbara)
Danny Bazo (University of California, Santa Barbara)
S�len K. DiCicco (University of California, Santa Barbara)
Angus Forbes (University of California, Santa Barbara)

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Workshop Summaries
Session Chairs: Jiebo Luo (University of Rochester) and Svetha Venkatesh (Deakin University)

International Workshop on Socially-Aware Multimedia (SAM'12) (Page 1503)
Pablo Cesar (Centrum Wiskunde & Informatica)
David A. Shamma (Yahoo! Research)
Doug Williams (BT Research & Technology)
Cees G.M. Snoek (University of Amsterdam)

ACM Multimedia 2012 Workshop on Crowdsourcing for Multimedia (Page 1505)
Kuan-Ta Chen (Academia Sinica)
Wei-Ta Chu (National Chung Cheng University)
Martha Larson (Delft University of Technology)
Wei Tsang Ooi (National University of Singapore)

Multimedia Analysis for Ecological Data (Page 1507)
Concetto Spampinato (University of Catania)
Vasileios Mezaris (Centre for Research and Technology Hellas)
Jacco van Ossenbruggen (Centrum Wiskunde & Informatica)

2nd International ACM Workshop on Music Information Retrieval with User-Centered and Multimodal Strategies (MIRUM) (Page 1509)
Cynthia C. S. Liem (Delft University of Technology)
Meinard M�ller (Bonn University & MPI Informatik)
Steven K. Tjoa (iZotope, Inc.)
George Tzanetakis (University of Victoria)

AMVA'12

CBMAS-EH'12

CEA'12

CrowdMM'12

GeoMM'12

IMMPD'12

MAED'12

MIRUM'12

PATCH'12

SAM'12

UXeLATE'12

GeoMM'12: ACM International Workshop on Geotagging and Its Applications in Multimedia (Page 1511)
Liangliang Cao (IBM T.J. Watson Research Center)
Gerald Friedland (International Computer Science)
Martha Larson (Delft University of Technology)

AMVA'12: ACM International Workshop on Audio and Multimedia Methods for Large-Scale Video Analysis (Page 1513)
Gerald Friedland (International Computer Science Institute)
Dan Ellis (Columbia University)
Florian Metze (Carnegie Mellon University)

ACM International Workshop on Cloud-Based Multimedia Applications and Services for E-Health (CBMAS-EH 2012) (Page 1515)
M. Shamim Hossain (King Saud University)
Abdulmotaleb El Saddik (University of Ottawa)

Overview of the ACM Multimedia 2012 Workshop on Multimedia for Cooking and Eating Activities (CEA'12) (Page 1517)
Mutsuo Sano (Osaka Institute of Technology)
Ichiro Ide (Nagoya University)
Yoko Yamakata (Kyoto University)

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1st International ACM Workshop on User Experience in e-Learning and Augmented Technologies in Education (Page 1519)
David Fonseca (La Salle, Universitat Ramon Llull)
Xenophon Zabulis (Foundation for Research and Technology)
Naeem Ramzan (Queen Mary University of London)
Arianit Kurti (Linnaeus University)
Salvatore Flavio Pileggi (Universidad Polit�cnica de Valencia)
Heedong Ko (Image Media Research Center)

Personalized Access to Cultural Heritage: Multimedia by the Crowd, for the Crowd (PATCH 2012 @ ACM Multimedia) (Page 1521)
Johan Oomen (Netherlands Institute for Sound and Vision)
Lora Aroyo (VU University Amsterdam)
St�phane Marchand-Maillet (University of Geneva)
Jeremy Douglass (University of California, San Diego)

The Second ACM International Workshop on Interactive Multimedia on Mobile and Portable Devices (Page 1523)
Ling Shao (The University of Sheffield)
Caifeng Shan (Philips Research)
Minoru Etoh (NTT DoCoMo)

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Tutorial Overviews
Session Chairs: Susanne Boll (University of Oldenburg) and Changsheng Xu (Chinese Academy of Sciences)

Message from the Tutorial Chairs (Page 1525)
Susanne Boll (University of Oldenburg)
Changsheng Xu (Chinese Academy of Sciences)

Interacting with Image Collections: Visualisation and Browsing of Image Repositories (Page 1527)
Gerald Schaefer (Loughborough University)

Privacy Concerns in Multimedia and Their Solutions (Page 1529)
Gerald Friedland (International Computer Science Institute)

Dimensional and Continuous Analysis of Emotions for Multimedia Applications (Page 1531)
Hatice Gunes (Queen Mary University of London)
Bj�rn Schuller (Joanneum Research)

Dynamic Adaptive Streaming over HTTP: From Content Creation to Consumption (Page 1533)
Christian Timmerer (Alpen-Adria-Universit�t Klagenfurt)
Carsten Griwodz (Simula Research Laboratory)

Multimedia Recommendation (Page 1535)
Jialie Shen (Singapore Management University)
Meng Wang (Hefei University of Technology)
Shuicheng Yan (National University of Singapore)
Peng Cui (Tsinghua University)

A Human-Centered Perspective on Multimedia Data Science (Page 1537)
Alejandro Jaimes (Yahoo! Research)