A semantic robotic grasping framework based on multi-task learning in stacking scenes

Author:

Duan ShengqiORCID,Tian GuohuiORCID,Wang Zhongli,Liu ShaopengORCID,Feng Chenrui

Funder

Taishan Scholar Project of Shandong Province

National Natural Science Foundation of China

Taishan Scholar Foundation of Shandong Province

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Artificial Intelligence,Control and Systems Engineering

Reference44 articles.

1. Depth-aware object segmentation and grasp detection for robotic picking tasks;Ainetter,2021

2. End-to-end trainable deep neural network for robotic grasp detection and semantic segmentation from RGB;Ainetter,2021

3. MT-DSSD: Deconvolutional single shot detector using multi task learning for object detection, segmentation, and grasping detection;Araki,2020

4. GraspNet: An efficient convolutional neural network for real-time grasp detection for low-powered devices;Asif,2018

5. Densely supervised grasp detector (DSGD);Asif,2019

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