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Information × Registration Number 2120U007850, Article popup.category Препринт Title Reflection Removal with Generative Adversarial Networks (AI translated) popup.author Zabulskyi VolodymyrZabulskyi Volodymyr popup.publication 01-01-2020 popup.source_user Український католицький університет popup.source https://hdl.handle.net/20.500.14570/4490 popup.publisher Description We propose an approach for the single image reflection removal problem. Our model is based on a feature pyramid network (FPN), trained with adversarial and perceptual losses. Additionally, we address the problem of bright spots removal when only a small portion of an image is covered with the reflection. The difficulty of collecting real-world data makes the problem even harder to solve. We propose a novel method of collecting real-world data, that does not require any additional devices but a camera, and is cheaper than the existing ones. We collected a small dataset with this approach. popup.nrat_date 2025-11-05 Close