Object Categorization presents foundations, original research and trends in the field of object categorization by computer vision methods. It provides a review of existing representations, algorithms, systems and databases for visual object categorization. It goes beyond a pure review of the area though, by including original research in categorization, presenting a prototype system for categorization, discussing the various databases and providing experimental results on object categorization and localization in still images. Object Categorization will serve as a valuable reference for students and graduate students in computer vision, providing a thorough review of the state of the art in visual object categorization. Researchers in computer vision will benefit from a more complete point of view, including a number of approaches which they may not have focused on within the scope of their own research. The book will also be of interest to researchers from related fields who have an interest in visual processing.
Table of Contents1: Introduction 2: Categorization as an issue of …… 3: Building Blocks for Categorization 4: A Prototype System for Categorization 5: Final Remarks. Acknowledgements. References.