Visual–tactile object recognition of a soft gripper based on faster Region-based Convolutional Neural Network and machining learning algorithm

Object recognition is a prerequisite to control a soft gripper successfully grasping an unknown object. Visual and tactile recognitions are two commonly used methods in a grasping system. Visual recognition is limited if the size and weight of the objects are involved, whereas the efficiency of tact...

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Bibliographic Details
Main Authors: Chenlei Jiao, Binbin Lian, Zhe Wang, Yimin Song, Tao Sun
Format: Article
Language:English
Published: SAGE Publishing 2020-10-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.1177/1729881420948727