TY - GEN
T1 - Adaptive fuzzy edge detector for image enhancement
AU - Lee, Chang Shing
AU - Kuo, Yau Hwang
PY - 1998/1/1
Y1 - 1998/1/1
N2 - A novel adaptive fuzzy edge detector for image enhancement, which can work well in full range of random impulse noise probability and perform efficiently in the environment of mixed Gaussian impulse noise, is proposed. It is an extended adaptive weighted fuzzy mean (EAWFM) filter, which combines adaptive weighted fuzzy mean filter and fuzzy normed inference system to efficiently perform edge detection in smeared images. The membership functions of all fuzzy sets used in EAWFM can be adaptively determined for different images, and EAWFM filter is capable of converting blurred edges to clear ones and suppressing noise at the same time. The important properties of EAWFM filter are analyzed and some experimental results are presented to show its excellent performance.
AB - A novel adaptive fuzzy edge detector for image enhancement, which can work well in full range of random impulse noise probability and perform efficiently in the environment of mixed Gaussian impulse noise, is proposed. It is an extended adaptive weighted fuzzy mean (EAWFM) filter, which combines adaptive weighted fuzzy mean filter and fuzzy normed inference system to efficiently perform edge detection in smeared images. The membership functions of all fuzzy sets used in EAWFM can be adaptively determined for different images, and EAWFM filter is capable of converting blurred edges to clear ones and suppressing noise at the same time. The important properties of EAWFM filter are analyzed and some experimental results are presented to show its excellent performance.
UR - http://www.scopus.com/inward/record.url?scp=0031635251&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=0031635251&partnerID=8YFLogxK
U2 - 10.1109/FUZZY.1998.686348
DO - 10.1109/FUZZY.1998.686348
M3 - Conference contribution
AN - SCOPUS:0031635251
SN - 078034863X
SN - 9780780348639
T3 - 1998 IEEE International Conference on Fuzzy Systems Proceedings - IEEE World Congress on Computational Intelligence
SP - 1542
EP - 1547
BT - 1998 IEEE International Conference on Fuzzy Systems Proceedings - IEEE World Congress on Computational Intelligence
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 1998 IEEE International Conference on Fuzzy Systems, FUZZY 1998
Y2 - 4 May 1998 through 9 May 1998
ER -