Johannes Künzel

RIPE: Reinforcement Learning on Unlabeled Image Pairs for Robust Keypoint Extraction

We introduce RIPE, an innovative reinforcement learning-based framework for weakly-supervised training of a keypoint extractor that excels in both detection and description tasks. In contrast to conventional training regimes that depend heavily on artificial transformations, pre-generated models, or…