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 CVPR-WS 2026 "Turntable-Constrained Camera Pose Estimation" Learning-based structure-from-motion methods such as ACE-Zero have demonstrated strong performance in

Authors: Arthur Moreau (Mines ParisTech - PSL University)*; Nathan Piasco (Huawei France); Dzmitry Tsishkou (Huawei France); ... Authors: Guanya Shi, Yifeng Zhu, Jonathan Tremblay, Stan Birchfield, Fabio Ramos, Animashree Anandkumar, Yuke Zhu ... To access the full paper and code, follow this link: paper : Accepted for publication at WACV 2022. Authors : Arthur Moreau, Nathan Piasco, ... Fusing the Old with the New: Learning Relative This is an introduction video of our CVPR 2026 paper, COG: Confidence-

7 Alexander Vakhitov Camera Pose Estimation from Line and Point Correspondences

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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 Quantification for 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
Wide-Baseline Relative Camera Pose Estimation with Directional Learning (CVPR 2021)
CVPR-WS 2026 "Turntable-Constrained Camera Pose Estimation"
Learning SCR from Unposed Images via Pose Graph Optimization [CVPR 2026 Highlight]
CoordiNet: uncertainty-aware pose regressor for reliable vehicle localization
Fast Uncertainty Quantification for Deep Object 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

Sponsored
Uncertainty Quantification for Object Pose Estimation

Uncertainty Quantification for Object Pose Estimation

Video attachment for the paper "

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

Sponsored
[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

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

CVPR-WS 2026 "Turntable-Constrained Camera Pose Estimation"

CVPR-WS 2026 "Turntable-Constrained Camera Pose Estimation"

CVPR-WS 2026 "Turntable-Constrained Camera Pose Estimation"

Learning SCR from Unposed Images via Pose Graph Optimization [CVPR 2026 Highlight]

Learning SCR from Unposed Images via Pose Graph Optimization [CVPR 2026 Highlight]

Learning-based structure-from-motion methods such as ACE-Zero have demonstrated strong performance in

CoordiNet: uncertainty-aware pose regressor for reliable vehicle localization

CoordiNet: uncertainty-aware pose regressor for reliable vehicle localization

Authors: Arthur Moreau (Mines ParisTech - PSL University)*; Nathan Piasco (Huawei France); Dzmitry Tsishkou (Huawei France); ...

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 ...

[ICCV'23] Plausible Uncertainties for Human Pose Regression

[ICCV'23] Plausible Uncertainties for Human Pose Regression

To access the full paper and code, follow this link: https://github.com/biggzlar/plausible-

CoordiNet: uncertainty-aware pose regressor for reliable vehicle localization

CoordiNet: uncertainty-aware pose regressor for reliable vehicle localization

paper : https://arxiv.org/pdf/2103.10796.pdf Accepted for publication at WACV 2022. Authors : Arthur Moreau, Nathan Piasco, ...

[CVPR 2021, Oral] Learning Relative Camera Pose with Geometry-guided Uncertainty

[CVPR 2021, Oral] Learning Relative Camera Pose with Geometry-guided Uncertainty

Fusing the Old with the New: Learning Relative

(CVPR2026) COG for Unsupervised Single-reference Novel Object Pose Estimation

(CVPR2026) COG for Unsupervised Single-reference Novel Object Pose Estimation

This is an introduction video of our CVPR 2026 paper, COG: Confidence-

7  Alexander Vakhitov   Camera Pose Estimation from Line and Point Correspondences

7 Alexander Vakhitov Camera Pose Estimation from Line and Point Correspondences

7 Alexander Vakhitov Camera Pose Estimation from Line and Point Correspondences

250 - Real-Time Uncertainty Estimation in Computer Vision via Uncertainty-Aware Distribution Distil

250 - Real-Time Uncertainty Estimation in Computer Vision via Uncertainty-Aware Distribution Distil

We introduce real-time uncertainty

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