عنوان

Human Face Recognition Using Third-Order Synthetic Neural Networks

(Number (ISBN

9781461368328

(Number (ISBN

9781461540922

Number

b403262

Title Proper

Human Face Recognition Using Third-Order Synthetic Neural Networks

General Material Designation

[Book]

First Statement of Responsibility

by Okechukwu A. Uwechue, Abhijit S. Pandya.

Place of Publication, Distribution, etc.

Boston, MA :

Name of Publisher, Distributor, etc.

Imprint: Springer,

Date of Publication, Distribution, etc.

1997.

Series Title

Springer International Series in Engineering and Computer Science, Multimedia Systems and Applications,

Volume Designation

410

ISSN of Series

0893-3405 ;

Text of Note

Human Face Recognition Using Third-Order Synthetic Neural Networks explores the viability of the application of High-order synthetic neural network technology to transformation-invariant recognition of complex visual patterns. High-order networks require little training data (hence, short training times) and have been used to perform transformation-invariant recognition of relatively simple visual patterns, achieving very high recognition rates. The successful results of these methods provided inspiration to address more practical problems which have grayscale as opposed to binary patterns (e.g., alphanumeric characters, aircraft silhouettes) and are also more complex in nature as opposed to purely edge-extracted images - human face recognition is such a problem. Human Face Recognition Using Third-Order Synthetic Neural Networks serves as an excellent reference for researchers and professionals working on applying neural network technology to the recognition of complex visual patterns.

International Standard Book Number

9781461368328

Title

Springer eBooks

Computer science.

Computer vision.

Multimedia systems.

Uwechue, Okechukwu A.

Pandya, Abhijit S.

SpringerLink (Online service)

Date of Transaction

20190301083300.0

Electronic name

[Book]

Y