Highlight area inpainting guided by illumination model

Yifan Wang; Zhiguo Jiang; Jun Shi

doi:10.1117/12.2051124

10 January 2014 Highlight area inpainting guided by illumination model

Yifan Wang, Zhiguo Jiang, Jun Shi

Proceedings Volume 9069, Fifth International Conference on Graphic and Image Processing (ICGIP 2013); 90691D (2014) https://doi.org/10.1117/12.2051124
Event: Fifth International Conference on Graphic and Image Processing, 2013, Hong Kong, China

Abstract

In this paper, we proposed a two-step algorithm based on the combination of the exemplar-based algorithm and the illumination model to deal with specular images, especially those contain saturated pixels in the highlight areas. First the proposed modified exemplar-based algorithm is employed to process the unsaturated specular pixels under the supervision of illumination model. Then we inpaint the rest regions in which the pixels are saturated with original exemplar-based algorithm to obtain the final result. Experimental results demonstrate that the proposed algorithm performs better on the images with saturated pixels in the highlight areas compared with classical highlight removal and image inpainting algorithms.

Citation Download Citation

Yifan Wang, Zhiguo Jiang, and Jun Shi "Highlight area inpainting guided by illumination model", Proc. SPIE 9069, Fifth International Conference on Graphic and Image Processing (ICGIP 2013), 90691D (10 January 2014); https://doi.org/10.1117/12.2051124

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KEYWORDS

Image processing

Image quality

Polarization

Specular reflections

Detection and tracking algorithms

RGB color model

Astronomical engineering

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