Development of denoising method for digital image in low-light condition

Suhaila Sari, Sharifah Zahidah Hasan Al Fakkri, Hazli Roslan, Zarina Tukiran
2013 2013 IEEE International Conference on Control System, Computing and Engineering  
A good noise reduction is a method that can reduce the noise level and preserve the details of the image. This paper proposes the development of a denoising method through hybridization of bilateral filters and wavelet thresholding for digital images in low light condition.In the first stage, the noisy image is passed through Bilateral Filter. However, only some amount of noise gets reduced and the image gives a blurred appearance. Hence to preserve the edge details and reduce the blur effect,
more » ... avelet Thresholding is applied and it is proved that the proposed method is more successful to preserve the edges while suppressing the noise. Index Terms-Bilateral Filter, Wavelet Thresholding, edge preservation, image denoising.
doi:10.1109/iccsce.2013.6719948 dblp:conf/iccsce/SariFRT13 fatcat:jhhmtttfnngx3o2gbd4zkhbhby