Ant Colony Optimized Local Binary Pattern Technique in Face Recognition

Name: Ant Colony Optimized Local Binary Pattern Technique in Face Recognition
Brand: LAP Lambert Academic Publishing
SKU: 9783330009868
Price: 334.78 RON
Availability: InStock

Applying Nature Inspired Optimization for Face Recognition

Autor: Ronke Babatunde

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Legare: Carte broșată

Editura: LAP Lambert Academic Publishing

Disponibilitate: La editor doar la comandă

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334.78 lei

In the face of rising concern for public information security, Biometric indicator is an attractive...

Informații despre carte

Autor

Ronke Babatunde

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2016

Pagini

164

EAN

9783330009868

ISBN

3330009861

Enbook ID

15607931

Editura

LAP Lambert Academic Publishing

Greutate

261

Dimensiuni

150 x 220 x 10

Descriere completă

In the face of rising concern for public information security, Biometric indicator is an attractive solution, which inducts Computer Vision in general and Face Recognition in particular as an emerging solution. Face recognition systems differs in face representation and matching approaches. This work presents a Local Binary Pattern texture analysis for facial representation which is independent of expression, pose and illumination artefacts by extracting micro primitive represented as statistics of gray differential. This transformation gives Ant Colony Optimization algorithm a suitable representation to formulate the optimization problem of feature selection as a graph where pixels represents nodes. With correlation coefficient used as the heuristic desirability of pixel and pixel intensity representing pheromone level, optimal feature subsets in form of reduced pixels were obtained, which is salient enough to recognize a human face. The operational dataset captured under an uncontrolled environment, which contains high intra-class variation validates the effectiveness of the technique for practical application.

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Ant Colony Optimized Local Binary Pattern Technique in Face Recognition

Applying Nature Inspired Optimization for Face Recognition

Informații despre carte

Descriere completă

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