Download E-books A Taxonomy for Texture Description and Identification (Springer Series in Perception Engineering) PDF

By A. Ravishankar Rao

A relevant factor in computing device imaginative and prescient is the matter of sign to image transformation. relating to texture, that's a massive visible cue, this challenge has hitherto acquired little or no awareness. This e-book provides an answer to the sign to image transformation challenge for texture. The symbolic de- scription scheme includes a singular taxonomy for textures, and is predicated on applicable mathematical types for other kinds of texture. The taxonomy classifies textures into the large periods of disordered, strongly ordered, weakly ordered and compositional. Disordered textures are defined through statistical mea- sures, strongly ordered textures by means of the situation of primitives, and weakly ordered textures via an orientation box. Compositional textures are made out of those 3 periods of texture through the use of convinced principles of composition. The unifying topic of this publication is to supply standardized symbolic descriptions that function a descriptive vocabulary for textures. The algorithms constructed within the e-book were utilized to a large choice of textured photographs bobbing up in semiconductor wafer inspection, circulate visualization and lumber processing. The taxonomy for texture can function a scheme for the identity and outline of floor flaws and defects taking place in a variety of sensible purposes.

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