Advances in Multimedia Modeling

by Lee, Kuo-tien; Tsai, Wen-hsaing; Liao, Hong-yuan Mark; Chen, Tsuhan; Hsieh, Jun-wei

• ISBN13: 9783642178283
• ISBN10: 3642178286
• Format: Paperback
• Copyright: 2011-05-12
• Publisher: Springer-Verlag New York Inc

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
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