Computer Vision

A Modern Approach

David A. Forsith, Jean Ponce

718 pages, parution le 26/11/2002

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Résumé

This extraordinary book gives a uniquely modern view of computer vision. Offering a general survey of the whole computer vision enterprise along with sufficient detail for readers to build useful applications, this book is invaluable in providing a strategic overview of computer vision. With extensive use of probabilistic methods - the books gives the most coherent possible synthesis of current views, emphasizing techniques that have been successful in building applications. Readers engaged in computer graphics, robotics, image processing , and imaging in general will find this text an informative reference.

Contents

Pt. I Image Formation and Image Models
1 Cameras
2 Geometric Camera Models
3 Geometric Camera Calibration
4 Radiometry-Measuring Light
5 Sources, Shadows, and Shading
6 Color
Pt. II Early Vision: Just One Image
7 Linear Filters
8 Edge Detection
9 Texture
Pt. III Early Vision: Multiple Images
10 The Geometry of Multiple Views
11 Stereopsis
12 Affine Structure from Motion
13 Projective Structure from Motion
Pt. V Mid-Level Vision
14 Segmentation by Clustering
15 Segmentation by Fitting a Model
16 Segmentation and Fitting Using Probabilistic Methods
17 Tracking with Linear Dynamic Models
Pt. V High-Level Vision: Geometric Methods
18 Model-Based Vision
19 Smooth Surfaces and Their Outlines
20 Aspect Graphs
21 Range Data
Pt. VI High-Level Vision: Probabilistic and Inferential Methods
22 Finding Templates Using Classifiers
23 Recognition by Relations Between Templates
24 Geometric Templates from Spatial Relations
Pt. VII Applications
25 Application: Finding in Digital Libraries
26 Application: Image-Based Rendering

L'auteur - David A. Forsith

University of California at Berkeley

L'auteur - Jean Ponce

Jean Ponce, University of Illinois at Urbana, Champaign

Caractéristiques techniques

	PAPIER
Éditeur(s)	Prentice Hall
Auteur(s)	David A. Forsith, Jean Ponce
Parution	26/11/2002
Nb. de pages	718
Format	21 x 26
Couverture	Relié
Poids	1495g
Intérieur	Noir et Blanc
EAN13	9780130851987
ISBN13	978-0-13-085198-7