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Peili Song

3 accepted papers

2026

PG-Match: A Pose-Guided Generalizable Framework for Semi-Dense Feature Matching

ICRA 2026poster

Feature matching is a fundamental technique in visual perception, essential for tasks such as 3D reconstruction, SLAM, and visual localization. Existing detector-free methods often struggle with generalization due to their reliance on depth data, which is not available in many datasets. We propose P…

Cited by 0Scholar
2025

MK-Pose: Category-Level Object Pose Estimation via Multimodal-Based Keypoint Learning

IROS 2025

Category-level object pose estimation, which predicts the pose of objects within a known category without prior knowledge of individual instances, is essential in applications like warehouse automation and manufacturing. Existing methods relying on RGB images or point cloud data often struggle with

Cited by 5SourcecodeScholar