Intelligent Video Event Analysis and Understanding

• Corporate Author: SpringerLink (Online service)
• Other Authors: Zhang, Jianguo (Editor), Shao, Ling (Editor), Zhang, Lei (Editor), Jones, Graeme A. (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2010.
• Series: Studies in Computational Intelligence, 332
• Subjects: Engineering.; Artificial intelligence.; Image processing.; Computational intelligence.; Computational Intelligence.; Signal, Image and Speech Processing.; Image Processing and Computer Vision.; Artificial Intelligence (incl. Robotics).

With the vast development of Internet and media technologies, intelligent video event analysis is a gradually growing field of research in recent decades. Significant challenges include how to handle background clutter, occlusions, as well as interactions. Another difficulty is the lacking of widely...

Table of Contents:

• The Understanding of Meaningful Events in Gesture-Based Interaction
• Apply GPCA to Motion Segmentation
• Gait Analysis and Human Motion Tracking
• Spatio-temporal Dynamic Texture Descriptors for Human Motion Recognition
• Efficient Object Localization with Variation-Normalized Gaussianized Vectors
• Fusion of Motion and Appearance for Robust People Detection in Cluttered Scenes
• Understanding Sports Video Using Players Trajectories
• Real-Time Face Recognition from Surveillance Video
• Event Understanding of Human-Object Interaction: Object Movement Detection via Stable Changes
• Survey of Dirac: A Wavelet Based Video Codec for Multiparty Video Conferencing and Broadcasting
• Erratum: Event Understanding of Human-Object Interaction: Object Movement Detection via Stable Changes.