DocumentCode :
2934630
Title :
Rotation invariant perimeter and invariant compactness for texture elements
Author :
Kishor, Goyal Roop ; Mital, D.P. ; Goh, Wang Ling
Author_Institution :
Dept. of Electron. & Commun. Eng., Singapore Polytech., Singapore
fYear :
1995
fDate :
23-25 May 1995
Firstpage :
205
Lastpage :
210
Abstract :
Structural properties of texture elements in a surface have successfully been applied to characterise textures. For this purpose, histograms of texture element´s properties are used. Compactness property of an element has been used for characterisation. The compactness depends upon its perimeter. A novel method based on perimeter contribution, to compute the value of perimeter is presented. The perimeter value computed using the proposed method is closer to the actual, than the perimeter value computed using the conventional methods. The value of perimeter using proposed method is also more consistent than the conventional methods. The value of compactness using the proposed method are not only closer to actual value but also more consistent under affine transformations. Invariant histogram of compactness using the invariant value of compactness characterises texture invariant of scaling and rotation
Keywords :
computer vision; graphs; image texture; affine transformations; compactness property; histograms; invariant compactness; invariant histogram; perimeter value; rotation; rotation invariant perimeter; scaling; structural properties; texture elements; Histograms; Humans; Image analysis; Image segmentation; Image texture analysis; Pixel; Quantization; Shape; Surface texture;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronic Technology Directions to the Year 2000, 1995. Proceedings.
Conference_Location :
Adelaide, SA
Print_ISBN :
0-8186-7085-1
Type :
conf
DOI :
10.1109/ETD.1995.403470
Filename :
403470
Link To Document :
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