TY - GEN
T1 - 3D fuzzy-directional processing to impulse video color denoising in real time environment
AU - Rosales-Silva, Alberto J.
AU - Ponomaryov, Volodymyr
AU - Gallegos-Funes, Francisco
PY - 2009
Y1 - 2009
N2 - It is presented a robust three dimensional scheme using fuzzy and directional techniques in denoising video color images contaminated by impulsive random noise. This scheme estimates a noise and movement level in local area, detecting edges and fine details in an image video sequence. The proposed approach cares the chromaticity properties in multidimensional and multichannel images. The algorithm was specially designed to reduce computational charge, and its performance is quantified using objective criteria, such as Pick Signal Noise Relation, Mean Absolute Error and Normalized Color Difference, as well visual subjective views. Novel filter shows superiority rendering against other well known algorithms found in the literature. Real-time analysis is realized on Digital Signal Processor to outperform processing capability. The DSP was designed by Texas Instruments for multichannel processing in the multitask process, and permits to improve the performance of several tasks, and at the same time enhancing processing time and reducing computational charge in such a dedicated hardware.
AB - It is presented a robust three dimensional scheme using fuzzy and directional techniques in denoising video color images contaminated by impulsive random noise. This scheme estimates a noise and movement level in local area, detecting edges and fine details in an image video sequence. The proposed approach cares the chromaticity properties in multidimensional and multichannel images. The algorithm was specially designed to reduce computational charge, and its performance is quantified using objective criteria, such as Pick Signal Noise Relation, Mean Absolute Error and Normalized Color Difference, as well visual subjective views. Novel filter shows superiority rendering against other well known algorithms found in the literature. Real-time analysis is realized on Digital Signal Processor to outperform processing capability. The DSP was designed by Texas Instruments for multichannel processing in the multitask process, and permits to improve the performance of several tasks, and at the same time enhancing processing time and reducing computational charge in such a dedicated hardware.
KW - Directional processing
KW - Fuzzy
KW - Impulsive noise
KW - Real-time
KW - Video color
UR - http://www.scopus.com/inward/record.url?scp=69549135440&partnerID=8YFLogxK
U2 - 10.1117/12.814982
DO - 10.1117/12.814982
M3 - Contribución a la conferencia
AN - SCOPUS:69549135440
SN - 9780819476173
T3 - Proceedings of SPIE - The International Society for Optical Engineering
BT - Mobile Multimedia/Image Processing, Security, and Applications 2009
T2 - Mobile Multimedia/Image Processing, Security, and Applications 2009
Y2 - 14 April 2009 through 15 April 2009
ER -