Paper Details: Downloads: 1184
Serial Number: P1151423331
Title: Texture Classification Based on Binary Cross Diagonal Shape Descriptor Texture Matrix (BCDSDTM)
Authors: P.Kiran Kumar Reddy and Vakulabharanam Vijaya Kumar and B.Eswar Reddy
Abstract: The present paper derived shape descriptors on the binary representation of cross and diagonal approach of texture unit elements [1]. For this the present paper represented the four pixels of each cross and diagonal texture unit elements as a 2x2 grid. On this shape descriptors are evaluated instead of texture units. For each shape descriptor a shape index is provided. Based on this Binary Cross Diagonal Shape Descriptor Texture Matrix (BCDSDTM) is derived and on this GLCM features are evaluated. The co-occurrence features extracted on BCDSDTM provide complete texture information about the images. The performances of these features are used for classification of textures.
Keywords: 2x2grid, Texture Unit Element, GLCM features.
Journal/Conference: International Journal of Graphics, Vision and Image Processing
Volume: 14
Issue: 1
Submission Date: 6/6/2014 12:00:00 AM
Review Date: 7/4/2014 12:00:00 AM
Publishing Date: 7/13/2014 12:00:00 AM
Article Downloads: 1184
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