Category: Algorithms    2D Object Detection and Recognition: Models, Algorithms, and Networks free download

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Author(s): Yali Amit Publisher: MIT Press Date     : 2002 Pages    : 325 Format   : DJVU OCR      : N Quality  : Language : English ISBN-10  : ISBN-13  : Comments can be added at the bottom of the page.

Description: Click to see full description Two important subproblems of computer vision are the detection and recognition of 2D objects in gray-level images. This book discusses the construction and training of models, computational approaches to efficient implementation, and parallel implementations in biologically plausible neural network architectures. The approach is based on statistical modeling and estimation, with an emphasis on simplicity, transparency, and computational efficiency. The book describes a range of deformable template models, from coarse sparse models involving discrete, fast computations to more finely detailed models based on continuum formulations, involving intensive optimization. Each model is defined in terms of a subset of points on a reference grid (the template), a set of admissible instantiations of these points (deformations), and a statistical model for the data given a particular instantiation of the object present in the image. A recurring theme is a coarse to fine approach to the solution of vision problems. The book provides detailed descriptions of the algorithms used as well as the code, and the software and data sets are available on the Web.   Links:  Download instruction    Title Links Password Size (MB) Down Thank to Del 530 Book http://rapidshare.com/files/8490908/CEB0... books_for_all 3,63 531 Ad Am X Title Link Password Size (MB)   Related books:          Comments

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