Image Completion with Intrinsic Reflectance Guidance

Soomin Kim, Taeyoung Kim, Min H. Kim and Sung-Eui Yoon

Abstract

Patch-based image completion methods often fail in searching patch correspondences of similar materials due to shading caused by scene illumination, resulting in inappropriate image completion with dissimilar materials. We therefore present a novel image completion method that additionally accounts for intrinsic reflectance of scene objects, when searching patch correspondences. Our method examines both intrinsic reflectances and color image structures to avoid false correspondences of different materials so that our method can search and vote illumination-invariant patches robustly, allowing for image completion mainly with homogeneous materials.

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DOI

10.5244/C.31.75
https://dx.doi.org/10.5244/C.31.75

Citation

Soomin Kim, Taeyoung Kim, Min H. Kim and Sung-Eui Yoon. Image Completion with Intrinsic Reflectance Guidance. In T.K. Kim, S. Zafeiriou, G. Brostow and K. Mikolajczyk, editors, Proceedings of the British Machine Vision Conference (BMVC), pages 75.1-75.11. BMVA Press, September 2017.

Bibtex

            @inproceedings{BMVC2017_75,
                title={Image Completion with Intrinsic Reflectance Guidance},
                author={Soomin Kim, Taeyoung Kim, Min H. Kim and Sung-Eui Yoon},
                year={2017},
                month={September},
                pages={75.1-75.11},
                articleno={75},
                numpages={11},
                booktitle={Proceedings of the British Machine Vision Conference (BMVC)},
                publisher={BMVA Press},
                editor={Tae-Kyun Kim, Stefanos Zafeiriou, Gabriel Brostow and Krystian Mikolajczyk},
                doi={10.5244/C.31.75},
                isbn={1-901725-60-X},
                url={https://dx.doi.org/10.5244/C.31.75}
            }