Computer vision : a modern approach /
Forsyth, David.
Computer vision : a modern approach / David A. Forsyth and Jean Ponce. - 2nd ed. - Boston : Pearson, 2015. - 791p. : ill. ; 24 cm.
This textbook provides the most complete treatment of modern computer vision methods by two of the leading authorities in the field. This accessible presentation gives both a general view of the entire computer vision enterprise and also offers sufficient detail for students to be able to build useful applications. Students will learn techniques that have proven to be useful by first-hand experience and a wide range of mathematical methods.
It includes contents, biblography [714-766] and index, and list of algorithms.
Table of Content
1 Geometric Camera Models
2 Light and Shading
3 Colo
4 Linear Filters
5 Local Image Features
6 Texture
7 Stereopsis
8 Structure from Motion
9 Segmentation by Clustering
10 Grouping and Model Fitting
11 Tracking
12 Registration
13 Smooth Surfaces and Their Outlines
14 Range Data
9789332550117 (paperback)
2011036341
Computer vision.
Computer vision--Problems, exercises, etc.
TA1634 / .F65 2012
006.37 FOR
Computer vision : a modern approach / David A. Forsyth and Jean Ponce. - 2nd ed. - Boston : Pearson, 2015. - 791p. : ill. ; 24 cm.
This textbook provides the most complete treatment of modern computer vision methods by two of the leading authorities in the field. This accessible presentation gives both a general view of the entire computer vision enterprise and also offers sufficient detail for students to be able to build useful applications. Students will learn techniques that have proven to be useful by first-hand experience and a wide range of mathematical methods.
It includes contents, biblography [714-766] and index, and list of algorithms.
Table of Content
1 Geometric Camera Models
2 Light and Shading
3 Colo
4 Linear Filters
5 Local Image Features
6 Texture
7 Stereopsis
8 Structure from Motion
9 Segmentation by Clustering
10 Grouping and Model Fitting
11 Tracking
12 Registration
13 Smooth Surfaces and Their Outlines
14 Range Data
9789332550117 (paperback)
2011036341
Computer vision.
Computer vision--Problems, exercises, etc.
TA1634 / .F65 2012
006.37 FOR