CAD-guided 6D pose estimation with deep learning in digital twin for industrial collaborative robot manipulation

Dong, Quang Huan and Pham, The Thinh and Nguyen, Khanh and Tran, Chi-Cuong and Tran, Hoang Huy and Do, Duy Tan and Nguyen, Khang Hoang Vinh and Ngyuyen, Quang-Chien (2025) CAD-guided 6D pose estimation with deep learning in digital twin for industrial collaborative robot manipulation. EAI Endorsed Transactions on AI and Robotics.

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Abstract

6D pose estimation in the bin-picking task has attracted increasing attention from researchers. CAD model-based method have been proposed, demonstrating its effectiveness. However, most existing research relies on point cloud registration from the RGB-D camera, which is often not robust to noise and

Item Type: Article
Date Deposited: 04 Mar 2026 20:16
Last Modified: 10 Apr 2026 18:10
URI: http://eprints.eai.eu/id/eprint/59987

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