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Yang Shang

4 accepted papers

2025

Deterministic Object Pose Confidence Region Estimation

ICCV 2025poster

6D pose confidence region estimation has emerged as a critical direction, aiming to perform uncertainty quantification for assessing the reliability of estimated poses. However, current sampling-based approach suffers from critical limitations that severely impede their practical deployment: 1) the…

Cited by 0SourcePDFScholar
2025

Learning Affine Correspondences by Integrating Geometric Constraints

CVPR 2025poster

Affine correspondences have received significant attention due to their benefits in tasks like image matching and pose estimation. Existing methods for extracting affine correspondences still have many limitations in terms of performance; thus, exploring a new paradigm is crucial. In this paper, we…

2025

Neuroverse3D: Developing In-Context Learning Universal Model for Neuroimaging in 3D

ICCV 2025poster

In-context learning (ICL), a type of universal model, demonstrates exceptional generalization across a wide range of tasks without retraining by leveraging task-specific guidance from context, making it particularly effective for the intricate demands of neuroimaging. However, current ICL models, li…

2024

Camera Calibration using a Collimator System

ECCV 2024oral

"Camera calibration is a crucial step in photogrammetry and 3D vision applications. In practical scenarios with a long working distance to cover a wide area, target-based calibration methods become complicated and inflexible due to site limitations. This paper introduces a novel camera calibration m…