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An Interdisciplinary Approach to Visual Pattern Detection

 

Marketed By :  LAP LAMBERT Academic Publishing   Sold By :  Kamal Books International  
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  • Product Description
 

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.

Product Specifications
SKU :COC37649
AuthorZeynep Engin
LanguageEnglish
BindingPaperback
Number of Pages176
Publishing Year2010-08-02T00:00:00.000
ISBN978-3838344737
Edition1 st
Book TypeProduction engineering
Country of ManufactureIndia
Product BrandLAP LAMBERT Academic Publishing
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-07-31 00:00:00