Automatic flare spot artifacts detection and removal in photographs

Vitoria, Patricia; Ballester, Coloma

doi:http://dx.doi.org/10.1007/s10851-018-0859-0

Automatic flare spot artifacts detection and removal in photographs

Citació

Vitoria P, Ballester C. Automatic flare spot artifacts detection and removal in photographs. J Math Imaging Vis. 2018 Oct 31:1-19. DOI: 10.1007/s10851-018-0859-0

Resum

Flare spot is one type of are artifact caused by a number of conditions, frequently provoked by one or more high-luminance sources within or close to the camera field of view. When light rays coming from a high-luminance source reach the front element of a camera, it can produce intra-reections within camera elements that emerge at the film plane forming non-image information or are on the captured image. Even though preventive mechanisms are used, artifacts can appear. In this paper, we propose a robust computational method to automatically detect and remove are spot artifacts. Our contribution is threefold: firstly, we propose a characterization which is based on intrinsic properties that a are spot is likely to satisfy; secondly, we define a new confidence measure able to select are spots among the candidates; and, finally, a method to accurately determine the are region is given. Then, the detected artifacts are removed by using exemplar-based inpainting. We show that our algorithm achieve top-tier quantitative and qualitative performance.