A survey on vision guided robotic systems with intelligent control strategies for autonomous tasks

A Singh, V Kalaichelvi, R Karthikeyan - Cogent Engineering, 2022 - Taylor & Francis
Abstract The Vision Guided Robotic systems (VGR) is an essential aspect of modern
intelligent robotics. The VGR is rapidly transforming manufacturing processes by enabling …

Decoupled Visual Servoing With Fuzzy Q-Learning

H Shi, X Li, KS Hwang, W Pan… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
The objective of visual servoing aims to control an object's motion with visual feedbacks and
becomes popular recently. Problems of complex modeling and instability always exist in …

Real-time deep learning approach to visual servo control and grasp detection for autonomous robotic manipulation

EG Ribeiro, R de Queiroz Mendes… - Robotics and Autonomous …, 2021 - Elsevier
Robots still cannot perform everyday manipulation tasks, such as grasping, with the same
dexterity as humans do. In order to explore the potential of supervised deep learning for …

[HTML][HTML] Survey on uncalibrated robot visual servoing control

T Bo, G Zeyu, D Han - 力学学报, 2016 - lxxb.cstam.org.cn
Visual servo control is one of the most important control strategies of robot system.
Uncalibrated visual servoing system reveals preferable flexibility and adaptability in …

Uncalibrated visual servo for unmanned aerial manipulation

A Santamaria-Navarro, P Grosch… - IEEE/ASME …, 2017 - ieeexplore.ieee.org
This paper addresses the problem of autonomous servoing an unmanned redundant aerial
manipulator using computer vision. The overactuation of the system is exploited by means of …

Acquiring visual servoing reaching and grasping skills using neural reinforcement learning

T Lampe, M Riedmiller - The 2013 international joint …, 2013 - ieeexplore.ieee.org
In this work we present a reinforcement learning system for autonomous reaching and
grasping using visual servoing with a robotic arm. Control is realized in a visual feedback …

Fully uncalibrated image-based visual servoing of 2DOFs planar manipulators with a fixed camera

X Liang, H Wang, YH Liu, B You, Z Liu… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
We consider the uncalibrated vision-based control problem of robotic manipulators in this
work. Though lots of approaches have been proposed to solve this problem, they usually …

A fog robotic system for dynamic visual servoing

N Tian, AK Tanwani, J Chen, M Ma… - … on Robotics and …, 2019 - ieeexplore.ieee.org
Cloud Robotics is a paradigm where multiple robots are connected to cloud services via
Internet to access “unlimited” computation power, at the cost of network communication …

Robots visual servo control with features constraint employing Kalman-neural-network filtering scheme

X Zhong, X Zhong, X Peng - Neurocomputing, 2015 - Elsevier
This paper presents an image-based servo control approach with a Kalman-neural-network
filtering scheme for robots manipulation in uncalibrated environment. The image Jacobian …

Eye-in-hand visual servoing control of robot manipulators based on an input mapping method

S He, Y Xu, D Li, Y Xi - IEEE Transactions on Control Systems …, 2022 - ieeexplore.ieee.org
In image-based visual servoing (IBVS), parametric uncertainties tend to cause the model
inaccuracy and limit the control performance. Considering these uncertainties can be …