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An Interdisciplinary Approach to Visual Pattern Detection | Biologically Plausible Pattern Localisation and Parameter Estimation on Visual Data | Zeynep Engin | Taschenbuch | Paperback | 176 S. | 2010 - Engin, Zeynep
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Engin, Zeynep:

An Interdisciplinary Approach to Visual Pattern Detection | Biologically Plausible Pattern Localisation and Parameter Estimation on Visual Data | Zeynep Engin | Taschenbuch | Paperback | 176 S. | 2010 - Paperback

2010, ISBN: 9783838344737

[ED: Taschenbuch], [PU: LAP LAMBERT Academic Publishing], A key challenge of developing a generic visual pattern detection system is the handling of variability in natural images. Estimat… More...

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An Interdisciplinary Approach to Visual Pattern Detection : Biologically Plausible Pattern Localisation and Parameter Estimation on Visual Data - Zeynep Engin
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Zeynep Engin:

An Interdisciplinary Approach to Visual Pattern Detection : Biologically Plausible Pattern Localisation and Parameter Estimation on Visual Data - Paperback

2010, ISBN: 3838344731

[EAN: 9783838344737], Neubuch, [PU: LAP LAMBERT Academic Publishing], nach der Bestellung gedruckt Neuware - Printed after ordering - A key challenge of developing a generic visual patter… More...

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An Interdisciplinary Approach to Visual Pattern Detection - Zeynep Engin
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Zeynep Engin:
An Interdisciplinary Approach to Visual Pattern Detection - First edition

2010

ISBN: 9783838344737

Paperback

[ED: Kartoniert / Broschiert], [PU: LAP LAMBERT Academic Publishing], Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Engin… More...

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Zeynep Engin:
An Interdisciplinary Approach to Visual Pattern Detection Biologically Plausible Pattern Localisation and Parameter Estimation on Visual Data - Paperback

2006, ISBN: 9783838344737

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An Interdisciplinary Approach to Visual Pattern Detection Biologically Plausible Pattern Localisation and Parameter Estimation on Visual Data - Engin, Zeynep
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Engin, Zeynep:
An Interdisciplinary Approach to Visual Pattern Detection Biologically Plausible Pattern Localisation and Parameter Estimation on Visual Data - new book

2010, ISBN: 3838344731

Kartoniert / Broschiert, mit Schutzumschlag neu, [PU:LAP Lambert Acad. Publ.]

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An Interdisciplinary Approach to Visual Pattern Detection
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ISBN:

3838344731


A key challenge of developing a generic visual pattern detection system is the handling of variability in natural images. Estimation of multiple parameters that describe the pose of objects relative to a previously captured view or model in the images typically requires a search for an optimum in a high dimensional search space. Inspired from a controversial parallel search mechanism in the recent literature, the problem is tackled through a new neural circuitry model called Monte Carlo Map Seeking Circuit (MC-MSC). This replaces the regular sampling of transformation parameters in the original Map Seeking Circuit with a probabilistic sampling approach. Another novelty of this work is the 'queuing' approach which serialises the search by a small amount and increases the performance considerably. This serialisation approach can also be considered as a rough estimation to the 'attentional mechanisms' known to exist in primate vision strategy.

Details of the book - An Interdisciplinary Approach to Visual Pattern Detection


EAN (ISBN-13): 9783838344737
ISBN (ISBN-10): 3838344731
Hardcover
Paperback
Publishing year: 2010
Publisher: AV Akademikerverlag GmbH & Co. KG.

Book in our database since 2008-03-17T16:05:49-04:00 (New York)
Detail page last modified on 2023-10-29T03:58:48-04:00 (New York)
ISBN/EAN: 3838344731

ISBN - alternate spelling:
3-8383-4473-1, 978-3-8383-4473-7

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