Researcher: Angelica Aviles-Rivero, and Carola-Bibiane Schönlieb
In real-world scenes, the conditions are often far from optimal, and photographs/videos have to be taken in which target objects are covered by atefacts appear in undesired places for example reflections or due bad weather conditions such as rain. This does not only affect amateur photography; such artefacts may also arise in documentation in museums and aquariums, or black-box cameras in cars, surveillance systems, among others. It is therefore unsurprising that the problem of how to remove reflection artefacts is of great interest, from both practical and theoretical points of view.
Jointly work with: Yale-NUS, NUS, Microsoft+AI, Shandong University and EPFL.