The textbook is primarily written for senior undergraduate and post graduate students studying in areas of computer science and engineering, and electrical engineering. However, as the subject covers various interdisciplinary areas, the book is also expected to be of interest to a larger readership in Science and Engineering. It has a comprehensive and balanced coverage of theory and applications of computer vision with a textbook approach providing worked out examples, and exercises. It covers theory and applications of some relatively recent advancements in technology such as on colour processing, deep learning techniques for processing images and videos, document processing, biometry, content based image retrieval, etc. It also delves with theories and processing in non-optical imaging systems, such as range or depth imaging, medical imaging and remote sensing imaging.
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Preface; Acknowledgements; Part I. Visual Information Processing: Chapter 1. Fundamentals of Image and Video Processing; Chapter 2. Alternate Representations of Images and Videos; Chapter 3. Color Processing; Chapter 4. Feature Detection, Matching and Model Fitting; Chapter 5. Visual Saliency and Cognitive Processing; Chapter 6. Clustering and Segmentation; Chapter 7. Classification; Chapter 8. Object Tracking; Chapter 9. Deep Visual Learning; Part II. Vision Geometry: Chapter 10. Two-dimensional Projective Geometry; Chapter 11. Single View Camera Geometry; Chapter 12. Stereo Vision; Part III. Non-Optical Vision: Chapter 13. Range Imaging; Chapter 14. Medical Imaging; Chapter 15. Remote Sensing; Part IV. Applications: Chapter 16. Document Processing; Chapter 17. Biometry; Chapter 18. Content Based Image Retrieval; Bibliography; Index.
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Comprehensive coverage of theory and applications of computer vision with a textbook approach providing numerical examples and exercises.
Produktdetaljer
ISBN
9781009330497
Publisert
2025-11-30
Utgiver
Cambridge University Press
Vekt
1170 gr
Høyde
240 mm
Bredde
180 mm
Dybde
40 mm
Aldersnivå
P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
800