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Jeongwan On

3 accepted papers

2025

BIGS: Bimanual Category-agnostic Interaction Reconstruction from Monocular Videos via 3D Gaussian Splatting

CVPR 2025poster

Reconstructing 3Ds of hand-object interaction (HOI) is a fundamental problem that can find numerous applications. Despite recent advances, there is no comprehensive pipeline yet for bimanual class-agnostic interaction reconstruction from a monocular RGB video, where two hands and an unknown object a…

Cited by 0SourcePDFScholar
2024

Benchmarks and Challenges in Pose Estimation for Egocentric Hand Interactions with Objects

ECCV 2024poster

"We interact with the world with our hands and see it through our own (egocentric) perspective. A holistic understanding of such interactions from egocentric views is important for tasks in robotics, AR/VR, action recognition and motion generation. Accurately reconstructing such interactions in is c…

2024

Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy

ICASSP 2024accepted

Class incremental learning aims to solve a problem that arises when continuously adding unseen class instances to an existing model This approach has been extensively studied in the context of image classification; however its applicability to object detection is not well established yet. Existing f…

Cited by 0SourceScholar