Title :
Comparison of Gabor projection and decomposition methods in object detection
Author :
Ben-Arie, J. ; Pandit, P.
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Illinois Univ., Chicago, IL, USA
fDate :
10/12/2000 12:00:00 AM
Abstract :
The popular Gabor projection method is compared with the Gabor decomposition method in object detection tasks. The comparison is made using a novel method based on the cumulative distribution function (CDF) of the responses. We find that Gabor decomposition yields more distinct responses than Gabor projection
Keywords :
image recognition; object detection; CDF; Gabor decomposition method; Gabor projection method; cumulative distribution function; image analysis; object detection tasks;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20001223
