TY - JOUR
T1 - Image order statistics filtering procedures in presence of complex noise
AU - Ponomaryov, Volodymyr I.
AU - Gallegos Funes, Francisco J.
AU - De Rivera, Luis Nino
PY - 2002
Y1 - 2002
N2 - In this paper, we present the real-time implementation of image filtering for impulse and mixture of impulsive and multiplicative noise removal with detail preservation by means of use of DSP TMS320C6701. The filtering scheme is given for two filters connected in cascade. In the first stage, we use the MM-KNN (Median M-type K-Nearest Neighbor) filter to provide detail preservation and impulsive noise rejection. The second stage is proposed to use an M filter to provide multiplicative noise suppression. We use different types of influence functions in the M-estimator to provide better noise suppression. Extensive simulation results demonstrate that the proposed filter consistently outperforms other filters by balancing the tradeoff between noise suppression and detail preservation.
AB - In this paper, we present the real-time implementation of image filtering for impulse and mixture of impulsive and multiplicative noise removal with detail preservation by means of use of DSP TMS320C6701. The filtering scheme is given for two filters connected in cascade. In the first stage, we use the MM-KNN (Median M-type K-Nearest Neighbor) filter to provide detail preservation and impulsive noise rejection. The second stage is proposed to use an M filter to provide multiplicative noise suppression. We use different types of influence functions in the M-estimator to provide better noise suppression. Extensive simulation results demonstrate that the proposed filter consistently outperforms other filters by balancing the tradeoff between noise suppression and detail preservation.
KW - DSP TMS320C6701
KW - MM-KNN filters
KW - Order statistics filters
UR - http://www.scopus.com/inward/record.url?scp=0036408601&partnerID=8YFLogxK
U2 - 10.1117/12.477583
DO - 10.1117/12.477583
M3 - Artículo de la conferencia
AN - SCOPUS:0036408601
SN - 0277-786X
VL - 4736
SP - 213
EP - 223
JO - Proceedings of SPIE - The International Society for Optical Engineering
JF - Proceedings of SPIE - The International Society for Optical Engineering
T2 - Visual Information Processing XI
Y2 - 4 April 2002 through 4 April 2002
ER -