Search Results for author: Siang Chen

Found 3 papers, 2 papers with code

Efficient Heatmap-Guided 6-Dof Grasp Detection in Cluttered Scenes

1 code implementation IEEE ROBOTICS AND AUTOMATION LETTERS 2023 Siang Chen, Wei Tang, Pengwei Xie, Wenming Yang, Guijin Wang

Specifically, Gaussian encoding and the grid-based strategy are applied to predict grasp heatmaps as guidance to aggregate local points into graspable regions and provide global semantic information.

Grasp Generation

Category-Agnostic Pose Estimation for Point Clouds

no code implementations12 Mar 2024 Bowen Liu, Wei Liu, Siang Chen, Pengwei Xie, Guijin Wang

The goal of object pose estimation is to visually determine the pose of a specific object in the RGB-D input.

Category-Agnostic Pose Estimation Object +1

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