Handbook of Mathematical Models in Computer Vision Hardcover - 2005 - 1st Edition
by Nikos Paragios (Editor); Yunmei Chen (Editor); Olivier D. Faugeras (Editor)
From the rear cover
Visual perception refers to the ability of understanding the visual information that is provided by the environment. Such a mechanism integrates several human abilities and was studied by many researchers with different scientific origins including philosophy, physiology, biology, neurobiology, mathematics and engineering. In particular in the recent years an effort to understand, formalize and finally reproduce mechanical visual perception systems able to see and understand the environment using computational theories was made by mathematicians, statisticians and engineers. Such a task connects visual tasks with optimization processes and the answer to the visual perception task corresponds to the lowest potential of a task-driven objective function. In this edited volume we present the most prominent mathematical models that are considered in computational vision. To this end, tasks of increasing complexity are considered and we present the state-of-the-art methods to cope with such tasks. The volume consists of six thematic areas that provide answers to the most dominant questions of computational vision:
Image reconstruction,
Segmentation and object extraction,
Shape modeling and registration,
Motion analysis and tracking,
3D from images, geometry and reconstruction
Applications in medical image analysis
Details
- Title Handbook of Mathematical Models in Computer Vision
- Author Nikos Paragios (Editor); Yunmei Chen (Editor); Olivier D. Faugeras (Editor)
- Binding Hardcover
- Edition number 1st
- Edition 1
- Pages 606
- Volumes 1
- Language ENG
- Publisher Springer
- Date 2005-10-31
- Illustrated Yes
- ISBN 9780387263717 / 0387263713
- Weight 2.7 lbs (1.22 kg)
- Dimensions 9.4 x 6.2 x 1.9 in (23.88 x 15.75 x 4.83 cm)
- Library of Congress subjects Computer vision - Mathematical models
- Library of Congress Catalog Number 2005051679
- Dewey Decimal Code 006.370
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