The Handbook of Mathematical Models in Computer Vision

出版者:Springer-Verlag New York Inc

作者:Paragios, Nikos (EDT)/ Chen, Yunmei (EDT)/ Faugeras, Olivier (EDT)

页数:640

出版时间:2005-10

价格:$ 145.77

装帧:HRD

isbn号码:9780387263717

图书标签:计算机视觉VisionMath研究机器视觉数学ImageHandbook

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 from 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 from 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

用户评价

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经典书，是一本计算机视觉方面各种著名理论的合集，只看过光流法部分。

经典书，是一本计算机视觉方面各种著名理论的合集，只看过光流法部分。

经典书，是一本计算机视觉方面各种著名理论的合集，只看过光流法部分。

经典书，是一本计算机视觉方面各种著名理论的合集，只看过光流法部分。