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Real-time pattern recognition using an optical generalized Hough transform

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Abstract

We present some pattern recognition applications of a generalized optical Hough transform and the temporal multiplexing strategies for dynamic scale and orientation-variant detection. Unlike computer-based implementations of the Hough transform, in principle its optical implementation does not impose restrictions on the execution time or on the resolution of the images or frame rate of the videos to be processed, which is potentially useful for real-time applications. Validation experiments are presented.

© 2015 Optical Society of America

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Supplementary Material (3)

NameDescription
Visualization 1: AVI (2461 KB)      Optical Hough transform and intensity peak detection in a droplet chamber.
Visualization 2: AVI (972 KB)      Dynamic scale determination of disk diffusion radius.
Visualization 3: AVI (4150 KB)      Dynamic orientation optical Hough transform.

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