3 papers
cs.CV2026
BOP-Distrib: Revisiting 6D Pose Estimation Benchmarks for Better Evaluation under Visual Ambiguities
Boris Meden, Asma Brazi, Fabrice Mayran de Chamisso +2
6D pose estimation aims at determining the object pose that best explains the camera observation. The unique solution for non-ambiguous objects can turn into a multi-modal pose dis…
cs.RO2025
Leveraging CVAE for Joint Configuration Estimation of Multifingered Grippers from Point Cloud Data
Julien Merand, Boris Meden, Mathieu Grossard
This paper presents an efficient approach for determining the joint configuration of a multifingered gripper solely from the point cloud data of its poly-articulated chain, as gene…
cs.CV2025
Corr2Distrib: Making Ambiguous Correspondences an Ally to Predict Reliable 6D Pose Distributions
Asma Brazi, Boris Meden, Fabrice Mayran de Chamisso +2
We introduce Corr2Distrib, the first correspondence-based method which estimates a 6D camera pose distribution from an RGB image, explaining the observations. Indeed, symmetries an…