Data Segmentation and Model Selection for Computer Vision

Data Segmentation and Model Selection for Computer Vision
Author: Alireza Bab-Hadiashar
Publisher: Springer Science & Business Media
Total Pages: 221
Release: 2012-08-13
Genre: Computers
ISBN: 038721528X


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This edited volume explores several issues relating to parametric segmentation including robust operations, model selection criteria and automatic model selection, plus 2D and 3D scene segmentation. Emphasis is placed on robust model selection with techniques such as robust Mallows Cp, least K-th order statistical model fitting (LKS), and robust regression receiving much attention. With contributions from leading researchers, this is a valuable resource for researchers and graduated students working in computer vision, pattern recognition, image processing and robotics.


Data Segmentation and Model Selection for Computer Vision
Language: en
Pages: 221
Authors: Alireza Bab-Hadiashar
Categories: Computers
Type: BOOK - Published: 2012-08-13 - Publisher: Springer Science & Business Media

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This edited volume explores several issues relating to parametric segmentation including robust operations, model selection criteria and automatic model selecti
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Information theory has proved to be effective for solving many computer vision and pattern recognition (CVPR) problems (such as image matching, clustering and s
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Language: en
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Authors: Changming Sun
Categories: Technology & Engineering
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Digital Image Computing: Techniques and Applications is the premier biennial conference in Australia on the topics of image processing and image analysis. This