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Dynamic Computer Vision

Name: Dynamic Computer Vision
Brand: Scholars' Press
SKU: 09229681
Price: 122130 HUF
Availability: InStock
Author: Rashid Syed Zahidur
ISBN: 9783639761580

From Images to Face Recognition Through Mathematical and Computer Algorithms

Rashid Syed Zahidur

Language

English

Book Paperback

Libristo code: 09229681

Publishers Scholars' Press, February 2015

This book focuses primarily on the development of orthoface for recognition. Orthoface method transf... Full description

Libristo code: 09229681

817 b

122 130 Ft

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This book focuses primarily on the development of orthoface for recognition. Orthoface method transforms faces from image space to face space. It achieves a dimension reduction similar to that of eigenface. All of the classification methods applicable to eigenface method can be applied to the orthoface method without any further modification. It maximises the inter-class scattering, and minimizes the intra-class scattering, which has been the weakness of the conventional eigenface method. The project matrix of the training face from the orthoface method forms an upper-triangular matrix. Each training face has a different number of coefficients allowing better discrimination and classification. The classification technique improves recognition speed significantly. This book also focuses on pose-invariant face recognition. This part concentrates on the use of a 3D head model and texture mapping technique to derive new pose views from one or two existing views, which is realised through the use of a deformable 3D head model. Deformation is done via parameters extracted from various feature measurements. The facial texture is mapped onto the 3D surface using cylinder texture mapping.