Code: 02074764

Data Segmentation and Model Selection for Computer Vision

Name: Data Segmentation and Model Selection for Computer Vision
Brand: Springer-Verlag New York Inc.
SKU: 02074764
Price: 51.25 EUR
Availability: InStock
Author: Alireza Bab-Hadiashar
ISBN: 9781468495089

by Alireza Bab-Hadiashar, David Suter

Language: English
Binding: Paperback
Number of pages: 208
Publisher: Springer-Verlag New York Inc., 2012
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Book synopsis

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.