Title :
Robust and fuzzy preprocessing algorithms for target detection in ladar range images
Author :
Frigui, Hichem ; Krishnapuram, Raghu ; DeKruger, David ; Keller, James ; Gader, Paul
Author_Institution :
Dept. of Comput. Eng. & Comput. Sci., Missouri Univ., Columbia, MO, USA
Abstract :
We present several fuzzy and robust preprocessing algorithms. The algorithms are specifically designed for target detection in ladar range images. We discuss a fuzzy logic based filtering system that eliminates impulse noise and smoothes images without destroying the details. We present a robust contrast enhancement filter that highlights the target pixels. We also present a background subtraction method based on a robust line fitting algorithm
Keywords :
fuzzy logic; image enhancement; object recognition; optical radar; smoothing methods; background subtraction method; fuzzy logic based filtering system; fuzzy preprocessing algorithms; impulse noise; ladar range images; robust contrast enhancement filter; robust line fitting algorithm; robust preprocessing algorithms; target detection; Algorithm design and analysis; Filtering; Filters; Fuzzy logic; Image enhancement; Laser radar; Noise robustness; Object detection; Pixel; Smoothing methods;
Conference_Titel :
Fuzzy Systems Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-4863-X
DOI :
10.1109/FUZZY.1998.687460