Data Segmentation and Model Selection for Computer Vision

Released on by Alireza Bab-Hadiashar
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  • Data Segmentation and Model Selection for Computer Vision Book Detail

  • Author : Alireza Bab-Hadiashar
  • Release Date : 2012-08-13
  • Publisher : Springer Science & Business Media
  • Genre : Computers
  • Pages : 221
  • ISBN 13 : 038721528X
  • File Size : 5,5 MB
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Data Segmentation and Model Selection for Computer Vision by Alireza Bab-Hadiashar PDF Summary

Book Description: 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.

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