Adapting for Calibration Disturbances: A Neural Uncalibrated Visual Servoing Policy

H Yu, A Chen, K Xu, D Guo, Y Wei… - … on Robotics and …, 2024 - ieeexplore.ieee.org
Visual servoing (VS) is a widely used technique in industries where there are hundreds of
robots, but it requires accurate camera calibration including camera intrinsic and extrinsic …

A hyper-network based end-to-end visual servoing with arbitrary desired poses

H Yu, A Chen, K Xu, Z Zhou, W Jing… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
Recently, several works achieve end-to-end visual servoing (VS) for robotic manipulation by
replacing traditional controller with differentiable neural networks, but lose the ability to …

[HTML][HTML] Motion Prediction and Object Detection for Image-Based Visual Servoing Systems Using Deep Learning

Z Hao, D Zhang, B Honarvar Shakibaei Asli - Electronics, 2024 - mdpi.com
This study primarily investigates advanced object detection and time series prediction
methods in image-based visual servoing systems, aiming to capture targets better and …

CNS: Correspondence Encoded Neural Image Servo Policy

A Chen, H Yu, Y Wang, R Xiong - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Image servo is an indispensable technique in robotic applications that helps to achieve high
precision positioning. The intermediate representation of image servo policy is important to …

Visually Guided Model Predictive Robot Control via 6D Object Pose Localization and Tracking

M Fourmy, V Priban, JK Behrens, N Mansard… - arXiv preprint arXiv …, 2023 - arxiv.org
The objective of this work is to enable manipulation tasks with respect to the 6D pose of a
dynamically moving object using a camera mounted on a robot. Examples include …

Imagine2Servo: Intelligent Visual Servoing with Diffusion-Driven Goal Generation for Robotic Tasks

P Pathre, G Gupta, MN Qureshi… - 2024 IEEE/RSJ …, 2024 - ieeexplore.ieee.org
Visual servoing, the method of controlling robot motion through feedback from visual
sensors, has seen significant advancements with the integration of optical flow-based …

Robot Agnostic Visual Servoing considering kinematic constraints enabled by a decoupled network trajectory planner structure

C Schempp, C Friedrich - arXiv preprint arXiv:2405.07017, 2024 - arxiv.org
We propose a visual servoing method consisting of a detection network and a velocity
trajectory planner. First, the detection network estimates the objects position and orientation …

Rtvs: A lightweight differentiable mpc framework for real-time visual servoing

MN Qureshi, P Katara, A Gupta… - 2021 IEEE/RSJ …, 2021 - ieeexplore.ieee.org
Recent data-driven approaches to visual servoing have shown improved performances over
classical methods due to precise feature matching and depth estimation. Some recent …

DynGraspVS: Servoing Aided Grasping for Dynamic Environments

G Gupta, V Mittal, KM Krishna - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Visual servoing has been gaining popularity in various real-world vision-centric robotic
applications. Autonomous robotic grasping often deals with unseen and unstructured …

Flow Synthesis Based Visual Servoing Frameworks for Monocular Obstacle Avoidance Amidst High-Rises

HK Sankhla, MN Qureshi, V Mittal… - 2022 IEEE 18th …, 2022 - ieeexplore.ieee.org
We propose a novel flow synthesis based visual servoing framework enabling long-range
obstacle avoidance for Micro Air Vehicles (MAV) flying amongst tall skyscrapers. Recent …