TY - GEN
T1 - Vector rank M-type K-nearest neighbor filters for multichannel image processing
AU - Gallegos-Funes, Francisco
AU - Ponomaryov, Volodymyr
AU - Rosales-Silva, Alberto
PY - 2004
Y1 - 2004
N2 - We present the Vector Rank M-type K-Nearest Neighbor (VRMKNN) filter to remove impulsive noise from color images. This filter utilizes multichannel image processing by using the vector approach and the Rank M-Type K-Nearest Neighbor (RMKNN) algorithm. The implementation of the filter was realized on the DSP TMS320C6711 to demonstrate that the proposed filter potentially could provide a real-time solution to quality of image/video transmision. Simulation results indicate that the proposed filter consistently outperforms other color image filters by balancing the tradeoff between noise suppression and detail preservation.
AB - We present the Vector Rank M-type K-Nearest Neighbor (VRMKNN) filter to remove impulsive noise from color images. This filter utilizes multichannel image processing by using the vector approach and the Rank M-Type K-Nearest Neighbor (RMKNN) algorithm. The implementation of the filter was realized on the DSP TMS320C6711 to demonstrate that the proposed filter potentially could provide a real-time solution to quality of image/video transmision. Simulation results indicate that the proposed filter consistently outperforms other color image filters by balancing the tradeoff between noise suppression and detail preservation.
UR - http://www.scopus.com/inward/record.url?scp=24644488660&partnerID=8YFLogxK
M3 - Contribución a la conferencia
AN - SCOPUS:24644488660
SN - 0780385314
T3 - 2004 1st International Conference on Electrical and Electronics Engineering, ICEEE
SP - 147
EP - 150
BT - 2004 1st International Conference on Electrical and Electronics Engineering, ICEEE
T2 - 2004 1st International Conference on Electrical and Electronics Engineering, ICEEE
Y2 - 8 September 2004 through 10 September 2004
ER -