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Edge detection models based on Gabor filters

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3 Author(s)
K. R. Namuduri ; Dept. of Comput. Sci. & Eng., Univ. of South Florida, Tampa, FL, USA ; R. Mehrotra ; N. Ranganathan

The performance of a Gabor odd filter-based edge detector is investigated using the measures proposed by Canny. Based on this performance analysis a design criterion for 1-D Gabor filter-based edge detector is derived. It is shown that this design criterion holds good for a 2-D Gabor filter-based edge detector as well. Experimental results are presented to demonstrate the significance of the proposed design criterion

Published in:

Proceedings., 11th IAPR International Conference on Pattern Recognition. Vol. III. Conference C: Image, Speech and Signal Analysis,

Date of Conference:

30 Aug-3 Sep 1992