Modeling visual perception using similarity representation

Wilbur S. Peng; Nick DeClaris

doi:10.1117/12.381713

5 April 2000 Modeling visual perception using similarity representation

Wilbur S. Peng, Nick DeClaris

Proceedings Volume 4056, Wavelet Applications VII; (2000) https://doi.org/10.1117/12.381713
Event: AeroSense 2000, 2000, Orlando, FL, United States

Abstract

We present a model of 3D visual perception which uses a notion of similarity that preserves meaningful neighborhood relationships between different visual stimuli. The notion involves a similarity graph-based representation that seeks to capture local connectivity in the similarity domain. An end-to-end computational implementation using wavelet features and a multilayer neural network architecture is presented. The usefulness of the similarity representation for visual reasoning is explored.

Citation Download Citation

Wilbur S. Peng and Nick DeClaris "Modeling visual perception using similarity representation", Proc. SPIE 4056, Wavelet Applications VII, (5 April 2000); https://doi.org/10.1117/12.381713

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