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Studies of the application of Artificial Neural Networks for the analysis of textures in the spatial domain

Grant number: 11/20848-9
Support type:Scholarships in Brazil - Scientific Initiation
Effective date (Start): March 01, 2012
Effective date (End): December 31, 2012
Field of knowledge:Physical Sciences and Mathematics - Computer Science
Principal researcher:Antonio Cesar Germano Martins
Grantee:Adriana Kumiko Takahagui
Home Institution: Universidade Estadual Paulista (UNESP). Campus Experimental de Sorocaba. Sorocaba , SP, Brazil


This project aims to study the application of Artificial Neural Networks (ANN) to analyze texture images using as input data of the network directly the image pixels. The developments to be made are part of the continuing line of research on the use of ANNs for the characterization of textures, which have already obtained financial support from CNPq (process number 476849/2008-0), from Pro-reitoria de Pesquisa da UNESP and from FAPESP (scientific initiation scholarship, process number 2010/15315-9). As the student with the previous scholarship is conducting studies in the frequency domain, the current project focuses on the spatial domain.

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