Computer vision : a modern approach / David A. Forsyth [and] Jean Ponce

Author(s): Forsyth, David
Location:
Retrieving Holdings Information
Subjects: Computer vision
Computer vision--Problems, exercises, etc
Formats: Print
Material Type: Books
Language: English
Audience: Unspecified
Published: Upper Saddle River, N.J. : Prentice Hall, c2003
LC Classification: T, TA
Physical Description: xxv, 693 p. : ill. ; 26 cm
Table of Contents: Pt. I. Image Formation and Image Models 1
1. Cameras 3
2. Geometric Camera Models 20
3. Geometric Camera Calibration 38
4. Radiometry-Measuring Light 55
5. Sources, Shadows, and Shading 70
6. Color 97
Pt. II. Early Vision: Just One Image 133
7. Linear Filters 135
8. Edge Detection 165
9. Texture 189
Pt. III. Early Vision: Multiple Images 213
10. The Geometry of Multiple Views 215
11. Stereopsis 234
12. Affine Structure from Motion 251
13. Projective Structure from Motion 274
Pt. V. Mid-Level Vision 299
14. Segmentation by Clustering 301
15. Segmentation by Fitting a Model 329
16. Segmentation and Fitting Using Probabilistic Methods 354
17. Tracking with Linear Dynamic Models 373
Pt. V. High-Level Vision: Geometric Methods 399
18. Model-Based Vision 401
19. Smooth Surfaces and Their Outlines 427
20. Aspect Graphs 444
21. Range Data 467
Pt. VI. High-Level Vision: Probabilistic and Inferential Methods 493
22. Finding Templates Using Classifiers 495
23. Recognition by Relations Between Templates 537
24. Geometric Templates from Spatial Relations 568
Pt. VII. Applications 597
25. Application: Finding in Digital Libraries 599
26. Application: Image-Based Rendering 620
Bibliography 643
Index 673
Additional Authors: Ponce, Jean
Notes: ISBN: 0130851981
Includes bibliographical references (p. 643-671) and index
OCLC Number: 50100728
ISBN/ISSN: 0130851981