Invariant attribute computation and characterisation of surface texture

Texture is an important property for identification of objects in a scene. Texture analysis techniques can be broadly classified into two categories, namely statistical and structural techniques. Statistical techniques consider an image as a random field and compute local features of image. Structur...

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Bibliographic Details
Main Author: Roop Kishor Goyal.
Other Authors: Goh, Wee Leng
Format: Thesis
Language:English
Published: 2009
Subjects:
Online Access:http://hdl.handle.net/10356/19768
Description
Summary:Texture is an important property for identification of objects in a scene. Texture analysis techniques can be broadly classified into two categories, namely statistical and structural techniques. Statistical techniques consider an image as a random field and compute local features of image. Structural techniques characterise a texture image on the basis of the texture element attributes and their placement.