← Search

Mingchuan Zhou

12 accepted papers

2026

Scheduling Adaptive Imitation Learning for Long-Horizon Dexterous Robot Micromanipulation of Deformable Cell

RA-L 2026

Robots performing collaborative, long-horizon dexterity cell micromanipulation tasks are challenging and practically significant, such as stripping intact cell membranes, which is considered as one of the most technically demanding procedures. Imitation learning approach is expected to address the c

Cited by 2SourceScholar
2023

Automated Dissection of Intact Single Cell From Tissue Using Robotic Micromanipulation System

RA-L 2023

Obtaining single cell from tissues is important for intersection of information and bioscience research. In this letter, a robotic framework based on micromanipulation system has been proposed, which can automatically and intelligently cut down single cells intact from tissue sections. The proposed

Cited by 16SourceScholar
2021

Motion-Aware Robotic 3D Ultrasound

ICRA 2021poster

Robotic three-dimensional (3D) ultrasound (US) imaging has been employed to overcome the drawbacks of traditional US examinations, such as high inter-operator variability and lack of repeatability. However, object movement remains a challenge as unexpected motion decreases the quality of the 3D comp…

Cited by 29SourceScholar
2021

Robust Event Detection based on Spatio-Temporal Latent Action Unit using Skeletal Information

IROS 2021poster

This paper proposes a novel dictionary learning approach to detect event anomalities using skeletal information extracted from RGBD video. The event action is represented as several latent action atoms and composed of latent spatial and temporal attributes. We aim to construct a network able to lear…

Cited by 6SourceScholar
2021

Spotlight-Based 3D Instrument Guidance for Autonomous Task in Robot-Assisted Retinal Surgery

RA-L 2021

Retinal surgery is known to be a complicated and challenging task for an ophthalmologist even for retina specialists. Image guided robot-assisted intervention is among the novel and promising solutions that may enhance human capabilities during microsurgery. In this paper, a novel method is proposed

Cited by 21SourceScholar
2020

Automatic Normal Positioning of Robotic Ultrasound Probe Based Only on Confidence Map Optimization and Force Measurement

RA-L 2020

Acquiring good image quality is one of the main challenges for fully-automatic robot-assisted ultrasound systems (RUSS). The presented method aims at overcoming this challenge for orthopaedic applications by optimizing the orientation of the robotic ultrasound (US) probe, i.e. aligning the central a

Cited by 83SourceScholar
2020

Microscope-Guided Autonomous Clear Corneal Incision

ICRA 2020poster

Clear Corneal Incision, a challenging step in cataract surgery, and important to the overall quality of the surgery. New surgeons usually spend one full year trying to perfect their incision, but even after such rigorous training deficient incisions can still occur. This paper proposes an autonomous…

Cited by 6SourceScholar
2019

Needle Localization for Robot-assisted Subretinal Injection based on Deep Learning

ICRA 2019poster

Subretinal injection is known to be a complicated task for ophthalmologists to perform, the main sources of difficulties are the fine anatomy of the retina, insufficient visual feedback, and high surgical precision. Image guided robot-assisted surgery is one of the promising solutions that bring sig…

Cited by 25SourceScholar
2018

Precision Needle Tip Localization Using Optical Coherence Tomography Images for Subretinal Injection

ICRA 2018poster

Subretinal injection is a delicate and complex microsurgery, which requires surgeons to inject the therapeutic substance in a pre-operatively defined and intra-operatively updated subretinal target area. Due to the lack of subretinal visual feedback, it is hard to sense the insertion depth during th…

Cited by 32SourceScholar
2018

Towards Robotic Eye Surgery: Marker-Free, Online Hand-Eye Calibration Using Optical Coherence Tomography Images

RA-L 2018

Ophthalmic microsurgery is known to be a challenging operation, which requires very precise and dexterous manipulation. Image guided robot-assisted surgery is a promising solution that brings significant improvements in outcomes and reduces the physical limitations of human surgeons. However, this t

Cited by 38SourceScholar
2017

CPG-based control of smooth transition for body shape and locomotion speed of a snake-like robot

ICRA 2017poster

In this paper, a lightweight central pattern generator(CPG) model is designed for a snake-like robot, to achieve smooth transition of body shape and locomotion speed. First, based on the convergence behavior of the gradient system, a lightweight CPG model with fast computing time is designed and com…

Cited by 29SourceScholar