Title :
Spatio-temporal filter with adaptive multiple outliers rejector
Author :
Bosco, Angelo ; Bruna, Arcangelo ; Guarneri, Ivana ; Capra, Alessandro
Author_Institution :
Adv. Syst. Technol., STMicroelectron., Catania, Italy
Abstract :
Digital images captured in dim light conditions can be very noisy: mixtures of different noise types may damage the image signal, e.g. impulsive and Gaussian noises. A spatio-temporal filter is proposed, which is capable to eliminate multiple adjacent defective pixels and reduce Gaussian noise in the raw data acquired by the image sensor. The proposed solution is adaptive in that it automatically adjusts its sensitivity, depending on the estimated noise.
Keywords :
Gaussian noise; filtering theory; image denoising; image resolution; image sensors; impulse noise; Gaussian noises reduction; adaptive multiple outliers rejector; digital images; dim light conditions; image sensor; image signal; impulsive noises; multiple adjacent defective pixels elimination; noise estimation; sensitivity; spatio-temporal filter; 1f noise; Adaptive filters; Filtering; Gaussian noise; Noise generators; Noise level; Noise reduction; Pixel; Videos; Working environment noise;
Conference_Titel :
Consumer Electronics, 2006. ICCE '06. 2006 Digest of Technical Papers. International Conference on
Print_ISBN :
0-7803-9459-3
DOI :
10.1109/ICCE.2006.1598386