Shot Noise Adaptive Bilateral Filter
The bilateral filter (BF) 1,2,3 is an important image denoising local filter.It reduces noise in images while preserving edges by means of nonlinear combination of local pixel values.Its formulation and implementation are both simple.However,the BF is not parameter-free.The set of the bilateral filter parameters has an important influence on its behavior and performance.They have to be chosen considering the end application.In the case of noise removal,the parameters have to be adapted to the noise level,while the bilateral filter adapts itself to the image details content.In this paper we propose a method to estimate the best bilateral filter intensity parameter set in the case of shot noise removal,the dominant form of natural noise in digital imaging.
image sensors Poisson noise model noise filtering noise reduction noise estimation photons flow gaussian weight
Harold Phelippeau Hugues Talbot Mohamed Akil Stefan Bara
Universite Paris-Est,Labinfo,ESIEE 93162 Noisy-le-Grand Cedex France;NXP Semiconductors,2 Esplanade Universite Paris-Est,Labinfo,ESIEE 93162 Noisy-le-Grand Cedex France NXP Semiconductors,2 Esplanade Anton Philips Campus Ef.science,Colombelles BP 2000 14906,Caen Cedex
国际会议
9th International Conference on Signal Processing(第九届国际信号处理学术会议)(ICSP08)
北京
英文
2008-10-26（万方平台首次上网日期，不代表论文的发表时间）