Multi-Scale Semi-Transparent Blotch Removal on Archived Photographs using Bayesian Matting Techniques and Visibility Laws
A.J. Crawford, Vittoria Bruni, Anil C. Kokaram, Domenico Vitulano · Proceedings - International Conference on Image Processing · 2007
This paper presents an automatic technique to remove semi-transparent blotches (due to moisture) from archived photographs and documents. Blotches are processed in the HSV space. While chroma components are processed using a simple texture synthesis method, the intensity component is split into an over-complete wavelet representation. In the approximation band, the blotch is modelled as an alpha matte which reduces the intensity of the image in a non-uniform yet smooth manner. The alpha matte is estimated using a Bayesian approach and its effect reversed. Wavelet details are left unchanged in the case of perfect semi-transparency or attenuated using visibility laws whenever dirt and dust cause spurious edges. Experimental results achieved on many historical photographs show the effectiveness of the proposed approach.