Computer Vision
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Computer Vision: A Modern Approach

Computer Vision: A Modern Approach


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About the Book

Appropriate for upper-division undergraduate- and graduate-level courses in computer vision found in departments of Computer Science, Computer Engineering and Electrical Engineering. 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 Contents:
I IMAGE FORMATION 1 Geometric Camera Models 2 Light and Shading 3 Color II EARLY VISION: JUST ONE IMAGE 4 Linear Filters 5 Local Image Features 6 Texture III EARLY VISION: MULTIPLE IMAGES 7 Stereopsis 8 Structure from Motion IV MID-LEVEL VISION 9 Segmentation by Clustering 10 Grouping and Model Fitting 11 Tracking V HIGH-LEVEL VISION 12 Registration 13 Smooth Surfaces and Their Outlines 14 Range Data 15 Learning to Classify 16 Classifying Images 17 Detecting Objects in Images 18 Topics in Object Recognition VI APPLICATIONS AND TOPICS 20 Looking at People 21 Image Search and Retrieval VII BACKGROUND MATERIAL 22 Optimization Techniques Bibliography Index List of Algorithms Download the detailed table of contents >

About the Author :
David A. Forsyth received the D.Phil. degree in computer science from Oxford University. He is currently a Professor in the Computer Science Division at the University of California at Berkeley. He has co-authored over eighty technical papers on computer vision, computer graphics and machine learning and has co-edited two books. Jean Ponce received the Ph.D. degree in Computer Science from the University of Paris Orsay. He is currently a Professor in the Department of Computer Science and the Beckman Institute at the University of Illinois at Urbana Champaign. Professor Ponce has written over a hundred conference and journal papers and co-edited two books on a range of subjects including computer vision and robotics.


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Product Details
  • ISBN-13: 9780136085928
  • Publisher: Pearson Education (US)
  • Publisher Imprint: Pearson
  • Height: 10 mm
  • No of Pages: 800
  • Spine Width: 10 mm
  • Weight: 1400 gr
  • ISBN-10: 013608592X
  • Publisher Date: 21 Feb 2012
  • Binding: Paperback
  • Language: English
  • Returnable: Y
  • Sub Title: A Modern Approach
  • Width: 10 mm


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