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Full Description
Directed at third-year undergraduates and postgraduates this challenging text offers a complete and up-to-date introduction to computer vision and image processing. Examples in both Java and C++ are used throughout the book making it suitable for a wide range of courses. Topics covered include: image representation, feature extraction, feature recognition, architecture of computer vision systems, tracking moving objects, and image coding.
Contents
Preface.- Introduction.- Image Representation.- Image Transforms and Feature Extraction.- Morphology.- Region Detection.- Region Description.- Region Labelling.- System Architecture.- Motion Tracking.- Image and Video Tracking.- Conclusions.- Appendix A: Fourier Transform.- Appendix B: Wavelet Transform.- Appendix C: Linear Mathematics.- Index.
