Performance measures for pattern recognition in a wavelet joint transform correlator

DOI

https://doi.org/10.1117/12.898769

Document Type

Conference Proceeding

Publication Date

12-1-2011

Publication Title

Proceedings of SPIE - The International Society for Optical Engineering

Abstract

The present paper shows the results of the implementation of a correlation Digital processed Joint Wavelets for gray level images target recognition applications. The aim is to study and characterize the different families of twodimensional wavelets that are available and build a system of recognition of images it becomes operational, flexible and reliable. The resulting methodology of this study becomes a useful tool to implement in the future, in which the evolution of technology will provide greater reliability and algorithms will allow the design of correlation more compact, fast and versatile with multiple applications. The correlation was tested in image recognition, which also involved images that suffered distortion type Gaussian noise in order to verify its robustness to the ability of discrimination correlation Transformed Joint (JTC) classics. © 2011 Copyright Society of Photo-Optical Instrumentation Engineers (SPIE).

Volume

8011

ISSN

0277786X

ISBN

9780819485854

Identifier

SCOPUS_ID:84858413981

Documento original

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