Ivano Donadi

KVN: Keypoints Voting Network With Differentiable RANSAC for Stereo Pose Estimation

Object pose estimation is a fundamental computer vision task exploited in several robotics and augmented reality applications. Many established approaches rely on predicting 2D-3D keypoint correspondences using RANSAC (Random sample consensus) and estimating the object pose using the PnP (Perspectiv