Advances in Multimedia Modeling

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

• ISBN13: 9783642178313
• ISBN10: 3642178316
• Format: Paperback
• Copyright: 2011-03-09
• Publisher: Springer Verlag

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

Regular Papers
Audio, Image, Video Processing, Coding and Compression
A Generalized Coding Artifacts and Noise Removal Algorithm for Digitally Compressed Video Signals	p. 1
Efficient Mode Selection with BMA Based Pre-processing Algorithms for H.264/AVC Fast Intra Mode Decision	p. 10
Perceptual Motivated Coding Strategy for Quality Consistency	p. 21
Compressed-Domain Shot Boundary Detection for H.264/AVC Using Intra Partitioning Maps	p. 29
Adaptive Orthogonal Transform for Motion Compensation Residual in Video Compression	p. 40
Parallel Deblocking Filter for H.264/AVC on the TILERA Many-Core Systems	p. 51
Image Distortion Estimation by Hash Comparison	p. 62
Media Content Browsing and Retrieval
Sewing Photos: Smooth Transition between Photos	p. 73
Employing Aesthetic Principles for Automatic Photo Book Layout	p. 84
Video Event Retrieval from a Small Number of Examples Using Rough Set Theory	p. 96
Community Discovery from Movie and Its Application to Poster Generation	p. 107
A BOVW Based Query Generative Model	p. 118
Video Sequence Identification in TV Broadcasts	p. 129
Content-Based Multimedia Retrieval in the Presence of Unknown User Preferences	p. 140
Multi-Camera, Multi-View, and 3D Systems
People Localization in a Camera Network Combining Background Subtraction and Scene-Aware Human Detection	p. 151
A Novel Depth-Image Based View Synthesis Scheme for Multiview and 3DTV	p. 161
Egocentric View Transition for Video Monitoring in a Distributed Camera Network	p. 171
A Multiple Camera System with Real-Time Volume Reconstruction for Articulated Skeleton Pose Tracking	p. 182
A New Two-Omni-Camera System with a Console Table for Versatile 3D Vision Applications and Its Automatic Adaptation to Imprecise Camera Setups	p. 193
3D Face Recognition Based on Local Shape Patterns and Sparse Representation Classifier	p. 206
An Effective Approach to Pose Invariant 3D Face Recognition	p. 217
Multimedia Indexing and Mining
Score Following and Retrieval Based on Chroma and Octave Representation	p. 229
Incremental Multiple Classifier Active Learning for Concept Indexing in Images and Videos	p. 240
A Semantic Higher-Level Visual Representation for Object Recognition	p. 251
Mining Travel Patterns from GPS-Tagged Photos	p. 262
Augmenting Image Processing with Social Tag Mining for Landmark Recognition	p. 273
News Shot Cloud: Ranking TV News Shots by Cross TV-Channel Filtering for Efficient Browsing of Large-Scale News Video Archives	p. 284
Multimedia Content Analysis (I)
Speaker Change Detection Using Variable Segments for Video Indexing	p. 296
Correlated PLSA for Image Clustering	p. 307
Genre Classification and the Invariance of MFCC Features to Key and Tempo	p. 317
Combination of Local and Global Features for Near-Duplicate Detection	p. 328
Audio Tag Annotation and Retrieval Using Tag Count Information	p. 339
Similarity Measurement for Animation Movies	p. 350
Multimedia Content Analysis (II)
A Feature Sequence Kernel for Video Concept Classification	p. 359
Bottom-Up Saliency Detection Model Based on Amplitude Spectrum	p. 370
L2-Signature Quadratic Form Distance for Efficient Query Processing in Very Large Multimedia Databases	p. 381
Generating Representative Views of Landmarks via Scenic Theme Detection	p. 392
Regularized Semi-supervised Latent Dirichlet Allocation for Visual Concept Learning	p. 403
Boosted Scene Categorization Approach by Adjusting Inner Structures and Outer Weights of Weak Classifiers	p. 413
A User-Centric System for Home Movie Summarisation	p. 424
Multimedia Signal Processing and Communications
Image Super-Resolution by Vectorizing Edges	p. 435
Vehicle Counting without Background Modeling	p. 446
Effective Color-Difference-Based Interpolation Algorithm for CFA Image Demosaicking	p. 457
Utility Max-Min Fair Rate Allocation for Multiuser Multimedia Communications	p. 470
Multimedia Applications
Adaptive Model for Robust Pedestrian Counting	p. 481
Multi Objective Optimization Based Fast Motion Detector	p. 492
Narrative Generation by Repurposing Digital Videos	p. 503
A Coordinate Transformation System Based on the Human Feature Information	p. 514
An Effective Illumination Compensation Method for Face Recognition	p. 525
Shape Stylized Face Caricatures	p. 536
i-m-Breath: The Effect of Multimedia Biofeedback on Learning Abdominal Breath	p. 548
Author Index	p. 55
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