Sinossi
A guide to the computer detection and recognition of 2D objects in gray-level images.
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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Book by Amit Yali
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2D Object Detection and Recognition: Models, Algorithms, and Networks
Da: Midtown Scholar Bookstore, Harrisburg, PA, U.S.A.
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hardcover. Condizione: Good. HARDCOVER Good - Bumped and creased book with tears to the extremities, but not affecting the text block, may have remainder mark or previous owner's name - GOOD Standard-sized. Codice articolo M0262011948Z3
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2D Object Detection & Recognitions: Models, Algorithms, and Networks (2D Object Detection and Recognition)
Da: Anybook.com, Lincoln, Regno Unito
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Condizione: Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In good all round condition. Dust jacket in good condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,750grams, ISBN:9780262011945. Codice articolo 3735842
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Edizione Internazionale
2D OBJECT DETECTION AND RECOGNITION MODELS ALGORITHMS AND NETWORKS (HB 2002)
Edizione InternazionaleDa: UK BOOKS STORE, London, LONDO, Regno Unito
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Condizione: New. Brand New ! Fast Delivery "International Edition " and ship within 24-48 hours. Deliver by FedEx and Dhl, & Aramex, UPS, & USPS and we do accept APO and PO BOX Addresses. Order can be delivered worldwide within 4-6 Working days .and we do have flat rate for up to 2LB. Extra shipping charges will be requested This Item May be shipped from India, United states & United Kingdom. Depending on your location and availability. Codice articolo CVS 9780262011945
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