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Computer Vision

Librairie Eyrolles - Paris 5e
Indisponible

Computer Vision

Computer Vision

A Modern Approach

718 pages, parution le 26/11/2002

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 du livre "Computer Vision"

  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

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