Advances in Multimedia Modeling
by Lee, Kuo-tien; Tsai, Wen-hsaing; Liao, Hong-yuan Mark; Chen, Tsuhan; Hsieh, Jun-weiFormat: Paperback
Pub. Date: 2011-05-12
Publisher(s): Springer-Verlag New York Inc
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Summary
This two-volume proceedings constitutes the refereed papers of the 17th International Multimedia Modeling Conference, MMM 2011, held in Taipei, Taiwan, in January 2011. The 51 revised regular papers, 25 special session papers, 21 poster session papers, and 3 demo session papers, were carefully reviewed and selected from 450 submissions. The papers are organized in topical sections on audio, image video processing, coding and compression; media content browsing and retrieval; multi-camera, multi-view, and 3D systems; multimedia indexing and mining; multimedia content analysis; multimedia signal processing and communications; and multimedia applications. The special session papers deal with content analysis for human-centered multimedia applications; large scale rich media data management; multimedia understanding for consumer electronics; image object recognition and compression; and interactive image and video search.
Table of Contents
| Special Session Papers | |
| Content Analysis for Human-Centered Multimedia Applications | |
| Generative Group Activity Analysis with Quaternion Descriptor | p. 1 |
| Grid-Based Retargeting with Transformation Consistency Smoothing | p. 12 |
| Understanding Video Sequences through Super-Resolution | p. 25 |
| Facial Expression Recognition on Hexagonal Structure Using LBP-Based Histogram Variances | p. 35 |
| Mining Social Relationship from Media Collections | |
| Towards More Precise Social Image-Tag Alignment | p. 46 |
| Social Community Detection from Photo Collections Using Bayesian Overlapping Subspace Clustering | p. 57 |
| Dynamic Estimation of Family Relations from Photos | p. 65 |
| Large Scale Rich Media Data Management | |
| Semi-automatic Flickr Group Suggestion | p. 77 |
| A Visualized Communication System Using Cross-Media Semantic Association | p. 88 |
| Effective Large Scale Text Retrieval via Learning Risk-Minimization and Dependency-Embedded Model | p. 99 |
| Efficient Large-Scale Image Data Set Exploration: Visual Concept Network and Image Summarization | p. 111 |
| Multimedia Understanding for Consumer Electronics | |
| A Study in User-Centered Design and Evaluation of Mental Tasks for BCI | p. 122 |
| Video CooKing: Towards the Synthesis of Multimedia Cooking Recipes | p. 135 |
| Snap2Read: Automatic Magazine Capturing and Analysis for Adaptive Mobile Reading | p. 146 |
| Multimodal Interaction Concepts for Mobile Augmented Reality Applications | p. 157 |
| Image Object Recognition and Compression | |
| Morphology-Based Shape Adaptive Compression | p. 168 |
| People Tracking in a Building Using Color Histogram Classifiers and Gaussian Weighted Individual Separation Approaches | p. 177 |
| Human-Centered Fingertip Mandarin Input System Using Single Camera | p. 187 |
| Automatic Container Code Recognition Using Compressed Sensing Method | p. 196 |
| Combining Histograms of Oriented Gradients with Global Feature for Human Detection | p. 208 |
| Interactive Image and Video Search | |
| Video Browsing Using Object Trajectories | p. 219 |
| Size Matters! How Thumbnail Number, Size, and Motion Influence Mobile Video Retrieval | p. 230 |
| An Information Foraging Theory Based User Study of an Adaptive User Interaction Framework for Content-Based Image Retrieval | p. 241 |
| Poster Session Papers | |
| Generalized Zigzag Scanning Algorithm for Non-square Blocks | p. 252 |
| The Interaction Ontology Model: Supporting the Virtual Director Orchestrating Real-Time Group Interaction | p. 263 |
| CLUENET: Enabling Automatic Video Aggregation in Social Media Networks | p. 274 |
| Pedestrian Tracking Based on Hidden-Latent Temporal Markov Chain | p. 285 |
| Motion Analysis via Feature Point Tracking Technology | p. 296 |
| Traffic Monitoring and Event Analysis at Intersection Based on Integrated Multi-video and Petri Net Process | p. 304 |
| Baseball Event Semantic Exploring System Using HMM | p. 315 |
| Robust Face Recognition under Different Facial Expressions, Illumination Variations and Partial Occlusions | p. 326 |
| Localization and Recognition of the Scoreboard in Sports Video Based on SIFT Point Matching | p. 337 |
| 3D Model Search Using Stochastic Attributed Relational Tree Matching | p. 348 |
| A Novel Horror Scene Detection Scheme on Revised Multiple Instance Learning Model | p. 359 |
| Randomly Projected KD-Trees with Distance Metric Learning for Image Retrieval | p. 371 |
| A SAQD-Domain Source Model Unified Rate Control Algorithm for H.264 Video Coding | p. 383 |
| A Bi-objective Optimization Model for Interactive Face Retrieval | p. 393 |
| Multi-symbology and Multiple 1D/2D Barcodes Extraction Framework | p. 401 |
| Wikipedia Based News Video Topic Modeling for Information Extraction | p. 411 |
| Advertisement Image Recognition for a Location-Based Reminder System | p. 421 |
| Flow of Qi: System of Real-Time Multimedia Interactive Application of Calligraphy Controlled by Breathing | p. 432 |
| Measuring Bitrate and Quality Trade-Off in a Fast Region-of-Interest Based Video Coding | p. 442 |
| Image Annotation with Concept Level Feature Using PLSA+CCA | p. 454 |
| Multi-actor Emotion Recognition in Movies Using a Bimodal Approach | p. 465 |
| Demo Session Papers | |
| RoboGene: An Image Retrieval System with Multi-Level Log-Based Relevance Feedback Scheme | p. 476 |
| Query Difficulty Guided Image Retrieval System | p. 479 |
| HeartPlayer: A Smart Music Player Involving Emotion Recognition, Expression and Recommendation | p. 483 |
| Immersive Video Conferencing Architecture Using Game Engine Technology | p. 486 |
| Author Index | p. 489 |
| Table of Contents provided by Ingram. All Rights Reserved. |
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