Science/Engineering 2D Object Detection and Recognition: Models, Algorithms, and Networks- Yali Amit (0262011948)

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Science/Engineering 2D Object Detection and Recognition: Models, Algorithms, and Networks- Yali Amit

Posted on 2010-03-15

Name:	Science/Engineering 2D Object Detection and Recognition: Models, Algorithms, and Networks- Yali Amit
ASIN/ISBN:	0262011948
Language:	English
File size:	2.51 Mb
ISBN:	0262011948
Publish Date:	2002 Year
File Type:	PDF
File Size:	2,51 Mb
Language:	English
Pages:	325 Pages
Other Info:	The MIT Press

Science/Engineering 2D Object Detection and Recognition: Models, Algorithms, and Networks- Yali Amit

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2D Object Detection and Recognition: Models, Algorithms, and Networks

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.

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	Technical 2D Object Detection and Recognition: Models, Algorithms, and Networks Author: Yali AmitPublisher: The MIT PressPublish Date: 01 November, 2002ISBN: 0262011948• Hardcover: 324 pages • Publisher: The MIT Press (November 1, 2002) • Language: English • ISBN: 0262011948 • List Price: $50.00 ：Book Description ...
	Technical 2D Object Detection and Recognition
	"2D Object Detection and Recognition: Models, Algorithm Yali Amit, "2D Object Detection and Recognition: Models, Algorithms, and Networks"The MIT Press \| ISBN 0262011948 \| 2002 Year \| DjVu \| 3,82 Mb \| 324 Pages?Two important subproblems of computer vision are the detection and recognition of 2D ...
	Technical 2D Object Detection and Recognition
	"2D Object Detection and Recognition: Models, Algorithm Yali Amit, "2D Object Detection and Recognition: Models, Algorithms, and Networks"The MIT Press \| ISBN 0262011948 \| 2002 Year \| DjVu \| 3,82 Mb \| 324 Pages?Two important subproblems of computer vision are the detection and recognition of 2D ...
	Yali Amit, "2D Object Detection and Recognition" Yali Amit, "2D Object Detection and Recognition: Models, Algorithms, and Networks"The MIT Press \| ISBN 0262011948 \| 2002 Year \| DjVu \| 3,82 Mb \| 324 Pages“Two important subproblems of computer vision are the detection and recognition ...

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