Computer Vision:: A Modern Approach, 2/e David A. Forsyth

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Computer Vision:: A Modern Approach, 2/e

Author: David A. Forsyth

ISBN:9789332550117
10 Digit ISBN:9332550115
Price:Rs. 1075.00
Pages:792
Imprint:Pearson Education
Binding:Paperback
Status:Available

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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.

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

Salient Features

• Broad coverage—Coverage of a wide range of topics allows customization to fit instructor, student, and course needs.
• Most comprehensive and up-to-date text on computer vision—Includes essential topics that either reflect practical significance or are of theoretical importance.
• Depth of the material accessible to various levels of students—Topics are discussed in substantial and increasing depth.
• Application surveys—Describe numerous important application areas such as image based rendering and digital libraries.
• Many important algorithms broken down and illustrated in pseudo code.
• Excellent pedagogy throughout the text—Includes numerous worked examples, exercises, programming assignments, and extensive illustrations.