Removing Reflections from RAW Photos

arXiv:2404.14414v1 Announce Type: new
Abstract: We describe a system to remove real-world reflections from images for consumer photography. Our system operates on linear (RAW) photos, with the (optional) addition of a contextual photo looking in the opposite direction, e.g., using the "selfie" camera on a mobile device, which helps disambiguate what should be considered the reflection. The system is trained using synthetic mixtures of real-world RAW images, which are combined using a reflection simulation that is photometrically and geometrically accurate. …

abstract arxiv consumer cs.cv images linear mobile mobile device photo photography photos raw reflections selfie type world