MonoGraspNet: 6-DoF Grasping with a Single RGB Image

Author:

Zhai Guangyao1,Huang Dianye1,Wu Shun-Cheng1,Jung HyunJun1,Di Yan1,Manhardt Fabian2,Tombari Federico1,Navab Nassir1,Busam Benjamin1

Affiliation:

1. Technical University of Munich (TUM),Munich,Germany

2. Google.

Publisher

IEEE

Reference51 articles.

1. GraspNet-1Billion: A Large-Scale Benchmark for General Object Grasping

2. Grasp proposal networks: an end-to-end solution for visual learning of robotic grasps;wu;NeurIPS,2020

3. Project to adapt: Domain adaptation for depth completion from noisy and sparse sensor data;lopez-rodriguez;ACCV,2020

4. On the importance of accurate geometry priors for dense 3d vision tasks;jung;CVPR,2023

5. 6-DOF GraspNet: Variational Grasp Generation for Object Manipulation

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1. GaussianGrasper: 3D Language Gaussian Splatting for Open-Vocabulary Robotic Grasping;IEEE Robotics and Automation Letters;2024-09

2. RGBGrasp: Image-Based Object Grasping by Capturing Multiple Views During Robot arm Movement With Neural Radiance Fields;IEEE Robotics and Automation Letters;2024-06

3. SG-Bot: Object Rearrangement via Coarse-to-Fine Robotic Imagination on Scene Graphs;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

4. NeRF-Feat: 6D Object Pose Estimation using Feature Rendering;2024 International Conference on 3D Vision (3DV);2024-03-18

5. NFL: Normal Field Learning for 6-DoF Grasping of Transparent Objects;IEEE Robotics and Automation Letters;2024-01

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