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Fereidoon Zangeneh

2 accepted papers

2024

Conditional Variational Autoencoders for Probabilistic Pose Regression

IROS 2024poster

Robots rely on visual relocalization to estimate their pose from camera images when they lose track. One of the challenges in visual relocalization is repetitive structures in the operation environment of the robot. This calls for probabilistic methods that support multiple hypotheses for robot’s po…

Cited by 1SourceScholar
2023

A Probabilistic Framework for Visual Localization in Ambiguous Scenes

ICRA 2023poster

Visual localization allows autonomous robots to relocalize when losing track of their pose by matching their current observation with past ones. However, ambiguous scenes pose a challenge for such systems, as repetitive structures can be viewed from many distinct, equally likely camera poses, which…

Cited by 15SourcecodeScholar