Object Recognition
Subtitle: Fundamentals and Case Studies
By: by M. Bennamoun, G. J. Mamic
Contributors: Mamic, G. J.
Series: Advances in Pattern Recognition; Advances in pattern recognition
Publisher: Springer London
Published: 2002
Place of publication: London
Language: eng
Format: [electronic resource] :
Number of pages: 350
ISBN-13: 9781447137245; 9781447137221
Subjects: Optical pattern recognition; Computer vision; Computer graphics; Computer science; Artificial intelligence
Description: This volume introduces the fundamental concepts and tools involved in the design and implementation of object recognition systems. Divided into three parts, it first introduces the topic and covers the acquisition of images, then details 3-D object reconstruction, modelling and matching, and finally describes typical recognition systems using case studies. Key features include: Extensive literature surveys of state-of-the-art systems Recognition will be essential reading for research scientists, advanced undergraduate and postgraduate students in computer vision, image processing and pattern classification. It will also be of interest to practitioners working in the field of computer vision.
Notes: Online full text is restricted to subscribers.

Also available in print.

Mode of access: World Wide Web.
Table of contents: title: Part A - Introduction and Acquisition Systems: 1. Introduction; title: 2. Stereo Matching and Reconstruction of a Depth Map; title: Part A - Summary; title: Part B - Database Creation and Modeling for 3D Object Recognition: 3. 3-D Object Creation for Recognition; title: 4. Object Representation and Feature Matching; title: Part B - Summary; title: Part C - Vision Systems - Case Studies: 5. Optical Character Recognition; title: 6. Recognition by Parts and Part Segmentation Techniques; title: 7. 3D Object Recognition Systems; title: Part C - Summary: A. Vector and Matrix Analysis; title: B. Principal Component Analysis; title: C. Optimisation Fundamentals; title: D. Differential Geometry - Basic Principles; title: E. Spline Theory; title: F. Detailed Derivation of Registration Equations; title: References; title: Index.