
I received the B.E. degree (ranking first in major) in electronic and information engineering from the Dalian University of Technology (DLUT) , Dalian, China in 2018. I am currently a PhD student in signal and information processing from DLUT. My advisor is Prof. Yi Sun.
My research interests include 2D & 3D object detection, 6Dof pose estimation, Shape reconstruction and Robotic manipulation.
Email: 1136558142@mail.dlut.edu.cn
Publications

We propose TransGrasp, a category-level grasp pose estimation method that predicts grasp poses of a category of objects by labeling only one object instance.
Hongtao Wen, Jianhang Yan, Wanli Peng*, Yi Sun
ECCV, 2022
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Code

A self-supervised method for category-level 6D pose estimation, SSC-6D, which can predict unseen object poses without explicit pose annotations and exact 3D models in real scenarios for training.
Wanli Peng, Jianhang Yan, Hongtao Wen, Yi Sun*
AAAI, 2022
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Projects

We built a complete robot manipulation pipeline based on ROS, where where we use our TransGrasp to predict robust grasp poses for robotic manipulation.
- Robot-assisted watering mobility-impaired individuals.
- Autonomously pouring water from cup into bowl.
- Autonomously grasping household objects.

- An automatic defect detection software based on X-ray real-time imaging.
- Automatic unattended operation of image acquisition, defect detection and workpiece sorting.
- Enhance details of weak targets using the MUSICA algorithm.
- Reimplement the forward propagation of Deep Learning algorithm based on CUDA.
- Achieve less than 1% false negative rate in the actual production environment.