Title :
Image Diffusion Using Saliency Bilateral Filter
Author :
Xie, Jun ; Heng, Pheng-Ann ; Shah, Mubarak
Author_Institution :
Sch. of Comput. Sci., Univ. of Central Florida, Orlando, FL
Abstract :
Image diffusion can smooth away noise and small-scale structures while retaining important features, thus improving the performances for many image processing algorithms. In this paper, we present a novel diffusion algorithm for which the filtering kernels vary according to the perceptual saliency of boundaries. The effectiveness of the proposed approach is validated by experiments on various medical images.
Keywords :
adaptive filters; biodiffusion; filtering theory; medical image processing; adaptive filtering; filtering kernels; image diffusion algorithm; image processing algorithms; medical images; saliency bilateral filter; Adaptive Filtering; Adaptive filtering; Bilateral Filter; Image Diffusion; Perceptual Grouping; Perceptual Saliency Feature; bilateral filter (BF); image diffusion; perceptual grouping; perceptual saliency feature; Algorithms; Humans; Image Enhancement; Image Processing, Computer-Assisted; Phantoms, Imaging; Visible Human Projects;
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
DOI :
10.1109/TITB.2008.926462