Video Segmentation and Its Applications

Video segmentation has become one of the core areas in visual signal processing research. The objective of Video Segmentation and Its Applications is to present the latest advances in video segmentation and analysis techniques while covering the theoretical approaches, real applications and methods being developed in the computer vision and video analysis community. The book will also provide researchers and practitioners a comprehensive understanding of state-of-the-art of video segmentation techniques and a resource for potential applications and successful practice.

List of contents

Image/Video Segmentation: Current Status, Trends and Challenges.- Image Segmentation with Eigen-subspace Projections.- Semantic Object Segmentation.- Video Scene Analysis: A Machine Learning Perspective.- Multi-view Image Segmentation and Video Tracking.- Applications of Video Segmentation.- Index.

About the author

The principal editor has more than 20 years of research experience in multimedia signal processing area. He is a world recognized expert in the field of visual signal processing and communications especially in image/video segmentation. He chaired a number of prestigious international conferences on video signal processing and communications and served on the advisory and technical committees of numerous professional organizations. He has published extensively including 3 authored books, and over 200 refereed technical papers in the areas of visual signal processing, image/video coding and multimedia communications and holds 4 patents on video coding technology.

Summary

Provides a comprehensive description of practical applications
 Describes state-of-the-art technology in semantic object segmentation
 Covers multi-view image segmentation algorithms and multi-view video tracking algorithms

Product details

• Assisted by: Li (Editor), Li (Editor), Hongliang Li (Editor), King Ngi Ngan (Editor), Kin Ngi Ngan (Editor), King Ngi Ngan (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2014
• EAN: 9781489994660
• ISBN: 978-1-4899-9466-0
• No. of pages: 163
• Dimensions: 154 mm x 9 mm x 234 mm
• Weight: 284 g
• Illustrations: XIV, 163 p.
• Subjects: Natural sciences, medicine, IT, technology > Technology > Electronics, electrical engineering, communications engineering; B, Maschinelles Sehen, Bildverstehen, Bildverarbeitung, engineering, Computer Vision, Image Processing and Computer Vision, Computer Imaging, Vision, Pattern Recognition and Graphics, Digitale Signalverarbeitung (DSP), Signal, Image and Speech Processing, Signal Processing, Optical data processing, Speech processing systems, Digital and Analog Signal Processing, Image processing