Depth Estimation Using Monocular Camera for Real-World Multi-Object Grasp Detection for Robotic Arm

Author:

Jain Vayam1ORCID,Anunay Anunay1ORCID,Srivastava Astik1ORCID,Gupta Arjun1ORCID,Aggarwal Nilesh1ORCID,Harikesh Harikesh1ORCID

Affiliation:

1. UAS-DTU LAB,ECE Department DTU, Delhi Technological University, India

Publisher

ACM

Reference41 articles.

1. Mahler, J., Liang, J., Niyaz, S., Laskey, M., Doan, R., Liu, X., ... Goldberg, K. (2017). Dex-Net 2.0: Deep Learning to Plan Robust Grasps with Synthetic Point Clouds and Analytic Grasp Metrics. The International Journal of Robotics Research, 36(13-14), 1425-1440

2. Morrison, D., Corke, P., Leitner, J., & Wachtel, A. (2018). Closing the Loop for Robotic Grasping: A Real-time, Generative Grasp Synthesis Approach. In IEEE International Conference on Robotics and Automation (ICRA) (pp. 1-8)

3. Pinto, L., & Gupta, A. (2016). Supersizing Self-supervision: Learning to Grasp from 50K Tries and 700 Robot Hours. In IEEE International Conference on Robotics and Automation (ICRA) (pp. 3406-3413).

4. Redmon, J., & Angelova, A. (2015). Real-time grasp detection using convolutional neural networks. In IEEE International Conference on Robotics and Automation (ICRA) (pp. 1316-1322)

5. Deep learning for detecting robotic grasps;A.;The International Journal of Robotics Research,2015

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