3D-rigid motion invariant discrimination and classification of 3D-textures

Sanat Upadhyay; Saurabh Jain; Manos Papadakis; Robert Azencott

doi:10.1117/12.891721

27 September 2011 3D-rigid motion invariant discrimination and classification of 3D-textures

Sanat Upadhyay, Saurabh Jain, Manos Papadakis, Robert Azencott

Proceedings Volume 8138, Wavelets and Sparsity XIV; 813821 (2011) https://doi.org/10.1117/12.891721
Event: SPIE Optical Engineering + Applications, 2011, San Diego, California, United States

Abstract

In this paper we implement a method for the 3D-rigid motion invariant texture discrimination and binary classification for discrete 3D-textures that are spatially homogeneous by modelling them as stationary Gaussian random fields. We use a novel 'distance' between 3D-textures that remains invariant under all 3D-rigid motions of the texture to develop rules for 3D-rigid motion invariant texture discrimination and binary classification of textures.

Citation Download Citation

Sanat Upadhyay, Saurabh Jain, Manos Papadakis, and Robert Azencott "3D-rigid motion invariant discrimination and classification of 3D-textures", Proc. SPIE 8138, Wavelets and Sparsity XIV, 813821 (27 September 2011); https://doi.org/10.1117/12.891721

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