Uncertainty Aware Camera Pose Estimation

Media Summary: We propose a keypoint-based object-level SLAM framework that can provide globally consistent 6DoF Special thanks to Nathan Lepora, the author of the We propose a general self-supervised approach to learn neural models that solve spatial perception tasks, such as

Uncertainty Aware Camera Pose Estimation - Detailed Analysis & Overview

We propose a keypoint-based object-level SLAM framework that can provide globally consistent 6DoF Special thanks to Nathan Lepora, the author of the We propose a general self-supervised approach to learn neural models that solve spatial perception tasks, such as Abstract: We introduce UPose3D, a novel approach for multi-view 3D human Good morning everyone uh today i'm going to give a presentation on the topic on The British Machine Vision Conference (BMVC) 2025 [Paper] Learning Correlation-

Authors: Guanya Shi, Yifeng Zhu, Jonathan Tremblay, Stan Birchfield, Fabio Ramos, Animashree Anandkumar, Yuke Zhu ... Learn all the ways Microsoft is a part of CVPR 2020:

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Uncertainty-aware Camera Pose Estimation from Points and Lines

[CVPR 2022] Symmetry and Uncertainty-Aware Object SLAM for 6DoF Object Pose Estimation

Uncertainty-aware Deep learning for robot touch: Bayesian pose estimation for tactile servo control.

Uncertainty-Aware Self-Supervised Learning of Spatial Perception Tasks

[ECCV 2024] UPose3D: Uncertainty-Aware 3D Human Pose Estimation with Cross-View and Temporal Cues

GloPro: Globally-Consistent Uncertainty-Aware 3D Human Pose Estimation & Tracking in the Wild

On Camera Pose Estimation for 3D Scene Reconstruction

Wide-Baseline Relative Camera Pose Estimation with Directional Learning (CVPR 2021)

Learning Correlation-aware Aleatoric Uncertainty for 3D Hand Pose Estimation (BMVC'2025)

Fast Uncertainty Quantification for Deep Object Pose Estimation

Scene-aware Egocentric 3D Human Pose Estimation. In CVPR, 2023.

HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation

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Uncertainty-aware Camera Pose Estimation from Points and Lines

Uncertainty-aware Camera Pose Estimation from Points and Lines

To be presented in CVPR 2021.

[CVPR 2022] Symmetry and Uncertainty-Aware Object SLAM for 6DoF Object Pose Estimation

[CVPR 2022] Symmetry and Uncertainty-Aware Object SLAM for 6DoF Object Pose Estimation

We propose a keypoint-based object-level SLAM framework that can provide globally consistent 6DoF

Uncertainty-aware Deep learning for robot touch: Bayesian pose estimation for tactile servo control.

Uncertainty-aware Deep learning for robot touch: Bayesian pose estimation for tactile servo control.

Special thanks to Nathan Lepora, the author of the

Uncertainty-Aware Self-Supervised Learning of Spatial Perception Tasks

Uncertainty-Aware Self-Supervised Learning of Spatial Perception Tasks

We propose a general self-supervised approach to learn neural models that solve spatial perception tasks, such as

[ECCV 2024] UPose3D: Uncertainty-Aware 3D Human Pose Estimation with Cross-View and Temporal Cues

[ECCV 2024] UPose3D: Uncertainty-Aware 3D Human Pose Estimation with Cross-View and Temporal Cues

Abstract: We introduce UPose3D, a novel approach for multi-view 3D human

GloPro: Globally-Consistent Uncertainty-Aware 3D Human Pose Estimation & Tracking in the Wild

GloPro: Globally-Consistent Uncertainty-Aware 3D Human Pose Estimation & Tracking in the Wild

GloPro: Globally-Consistent

On Camera Pose Estimation for 3D Scene Reconstruction

On Camera Pose Estimation for 3D Scene Reconstruction

Good morning everyone uh today i'm going to give a presentation on the topic on

Wide-Baseline Relative Camera Pose Estimation with Directional Learning (CVPR 2021)

Wide-Baseline Relative Camera Pose Estimation with Directional Learning (CVPR 2021)

Wide-Baseline Relative

Learning Correlation-aware Aleatoric Uncertainty for 3D Hand Pose Estimation (BMVC'2025)

Learning Correlation-aware Aleatoric Uncertainty for 3D Hand Pose Estimation (BMVC'2025)

The British Machine Vision Conference (BMVC) 2025 [Paper] Learning Correlation-

Fast Uncertainty Quantification for Deep Object Pose Estimation

Fast Uncertainty Quantification for Deep Object Pose Estimation

Authors: Guanya Shi, Yifeng Zhu, Jonathan Tremblay, Stan Birchfield, Fabio Ramos, Animashree Anandkumar, Yuke Zhu ...

Scene-aware Egocentric 3D Human Pose Estimation. In CVPR, 2023.

Scene-aware Egocentric 3D Human Pose Estimation. In CVPR, 2023.

Next, we propose a scene-

HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation

HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation

Learn all the ways Microsoft is a part of CVPR 2020: https://www.microsoft.com/en-us/research/event/cvpr-2020/

Camera pose estimation with the SQPnP algorithm

Camera pose estimation with the SQPnP algorithm

Insertion of a virtual cube using the