Search Results for author: Nimet Kaygusuz

Found 3 papers, 0 papers with code

AFT-VO: Asynchronous Fusion Transformers for Multi-View Visual Odometry Estimation

no code implementations26 Jun 2022 Nimet Kaygusuz, Oscar Mendez, Richard Bowden

To address this limitation, in this work, we propose AFT-VO, a novel transformer-based sensor fusion architecture to estimate VO from multiple sensors.

Motion Estimation Sensor Fusion +1

MDN-VO: Estimating Visual Odometry with Confidence

no code implementations23 Dec 2021 Nimet Kaygusuz, Oscar Mendez, Richard Bowden

Visual Odometry (VO) is used in many applications including robotics and autonomous systems.

Visual Odometry

Multi-Camera Sensor Fusion for Visual Odometry using Deep Uncertainty Estimation

no code implementations23 Dec 2021 Nimet Kaygusuz, Oscar Mendez, Richard Bowden

To address this issue, we propose a deep sensor fusion framework which estimates vehicle motion using both pose and uncertainty estimations from multiple on-board cameras.

Autonomous Driving Sensor Fusion +1

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