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An Interdisciplinary Approach to Visual Pattern Detection - Zeynep Engin
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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. Textbooks New Books ~~ Technology~~ Engineering (General) An-Interdisciplinary-Approach-to-Visual-Pattern-Detection~~Zeynep-Engin AV Akademikerverlag GmbH & Co. KG. 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.

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[EAN: 9783838344737], Neubuch, [PU: LAP Lambert Academic Publishing], ZEYNEP ENGIN,EDUCATION AND REFERENCE,ENGINEERING, Paperback. 176 pages. Dimensions: 8.7in. x 5.9in. x 0.4in.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. This item ships from multiple locations. Your book may arrive from Roseburg,OR, La Vergne,TN.

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An Interdisciplinary Approach to Visual Pattern Detection - Engin, Zeynep
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Gebundene Ausgabe, ID: 7198807

Biologically Plausible Pattern Localisation and Parameter Estimation on Visual Data - Buch, gebundene Ausgabe, 176 S., Beilagen: Paperback, Erschienen: 2010 LAP Lambert Acad. Publ. 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.

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An Interdisciplinary Approach to Visual Pattern Detection (Paperback) - Zeynep Engin
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An Interdisciplinary Approach to Visual Pattern Detection (Paperback) - Taschenbuch

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[EAN: 9783838344737], Neubuch, [PU: LAP Lambert Academic Publishing, Germany], Language: English . Brand New Book ***** Print on Demand *****.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 (MiMSe. 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.

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An Interdisciplinary Approach to Visual Pattern Detection - Engin, Zeynep
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Engin, Zeynep:
An Interdisciplinary Approach to Visual Pattern Detection - Taschenbuch

2010, ISBN: 3838344731

Gebundene Ausgabe, ID: 7198807

Biologically Plausible Pattern Localisation and Parameter Estimation on Visual Data - Buch, gebundene Ausgabe, 176 S., Beilagen: Paperback, Erschienen: 2010 LAP Lambert Acad. Publ.

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An Interdisciplinary Approach to Visual Pattern Detection

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.

Detailangaben zum Buch - An Interdisciplinary Approach to Visual Pattern Detection


EAN (ISBN-13): 9783838344737
ISBN (ISBN-10): 3838344731
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: AV Akademikerverlag GmbH & Co. KG.

Buch in der Datenbank seit 17.03.2008 21:05:49
Buch zuletzt gefunden am 29.03.2017 18:34:36
ISBN/EAN: 9783838344737

ISBN - alternative Schreibweisen:
3-8383-4473-1, 978-3-8383-4473-7


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