activity
20202022
most citedTowards Latent Space Based Manipulation of Elastic Rods using Autoencoder Models and Robust Centerline Extractions

15 citations · 33 across the 7 of their papers we have counts for

collaborators

7 papers

cs.RO2022

A Novel Uncalibrated Visual Servoing Controller Baesd on Model-Free Adaptive Control Method with Neural Network

Haibin Zeng, Yueyong Lyu, Jiaming Qi +3

Nowadays, with the continuous expansion of application scenarios of robotic arms, there are more and more scenarios where nonspecialist come into contact with robotic arms. However…

cs.RO2022

Adaptive Finite-Time Model Estimation and Control for Manipulator Visual Servoing using Sliding Mode Control and Neural Networks

Haibin Zeng, Yueyong Lyu, Jiaming Qi +3

The image-based visual servoing without models of system is challenging since it is hard to fetch an accurate estimation of hand-eye relationship via merely visual measurement. Whe…

cs.RO2022

Model Predictive Manipulation of Compliant Objects with Multi-Objective Optimizer and Adversarial Network for Occlusion Compensation

Jiaming Qi, Dongyu Li, Yufeng Gao +2

The robotic manipulation of compliant objects is currently one of the most active problems in robotics due to its potential to automate many important applications. Despite the pro…

cs.RO2021★ 8 cited

Contour Moments Based Manipulation of Composite Rigid-Deformable Objects with Finite Time Model Estimation and Shape/Position Control

Jiaming Qi, Guangfu Ma, Jihong Zhu +4

The robotic manipulation of composite rigid-deformable objects (i.e. those with mixed non-homogeneous stiffness properties) is a challenging problem with clear practical applicatio…

cs.RO2021★ 15 cited

Towards Latent Space Based Manipulation of Elastic Rods using Autoencoder Models and Robust Centerline Extractions

Jiaming Qi, Guangfu Ma, Peng Zhou +3

The automatic shape control of deformable objects is a challenging (and currently hot) manipulation problem due to their high-dimensional geometric features and complex physical pr…

cs.RO2020★ 10 cited

Adaptive Shape Servoing of Elastic Rods using Parameterized Regression Features and Auto-Tuning Motion Controls

Jiaming Qi, Guangtao Ran, Bohui Wang +4

The robotic manipulation of deformable linear objects has shown great potential in a wide range of real-world applications. However, it presents many challenges due to the objects'…