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Mingshan Sun

2 accepted papers

2025

SeqPose: An End-to-End Framework to Unify Single-frame and Video-based RGB Category-Level Pose Estimation

IJCAI 2025

Category-level object pose estimation is a longstanding and fundamental task crucial for augmented reality and robotic manipulation applications. Existing RGB-based approaches struggle with multi-stage settings and heavily rely on off-the-shelf techniques, such as object detectors, depth estimators,

2023

Uni6Dv2: Noise Elimination for 6D Pose Estimation

AISTATS 2023poster

Uni6D is the first 6D pose estimation approach to employ a unified backbone network to extract features from both RGB and depth images. We discover that the principal reasons of Uni6D performance limitations are Instance-Outside and Instance-Inside noise. Uni6D’s simple pipeline design inherently in…

Cited by 14SourcePDFScholar