Mingchuan Zhou

Mingchuan Zhou

Technische Universität München

H-index: 17

Europe-Germany

About Mingchuan Zhou

Mingchuan Zhou, With an exceptional h-index of 17 and a recent h-index of 16 (since 2020), a distinguished researcher at Technische Universität München, specializes in the field of Autonomous System, Robotic Vision, Surgical Robot, Agricultural Robot, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Robot-Assisted Deep Venous Thrombosis Ultrasound Examination Using Virtual Fixture

Magnetic Soft Microrobot Design for Cell Grasping and Transportation

Intelligent robotic sonographer: Mutual information-based disentangled reward learning from few demonstrations

Mechanical force characterization of living cells based on needle deformation

Needle detection and localisation for robot‐assisted subretinal injection using deep learning

Design and testing of a new microinjector with FBG force sensor for robot-assisted single cell microinjection

Automated dissection of intact single cell from tissue using robotic micromanipulation system

Theoretical error analysis of spotlight-based instrument localization for retinal surgery

Mingchuan Zhou Information

University

Position

___

Citations(all)

802

Citations(since 2020)

739

Cited By

170

hIndex(all)

17

hIndex(since 2020)

16

i10Index(all)

24

i10Index(since 2020)

21

Email

University Profile Page

Technische Universität München

Google Scholar

View Google Scholar Profile

Mingchuan Zhou Skills & Research Interests

Autonomous System

Robotic Vision

Surgical Robot

Agricultural Robot

Deep Learning

Top articles of Mingchuan Zhou

Title

Journal

Author(s)

Publication Date

Robot-Assisted Deep Venous Thrombosis Ultrasound Examination Using Virtual Fixture

IEEE Transactions on Automation Science and Engineering

Dianye Huang

Chenguang Yang

Mingchuan Zhou

Angelos Karlas

Nassir Navab

...

2024/1/12

Magnetic Soft Microrobot Design for Cell Grasping and Transportation

Cyborg and Bionic Systems

Fanghao Wang

Youchao Zhang

Daoyuan Jin

Zhongliang Jiang

Yaqian Liu

...

2024/4/25

Intelligent robotic sonographer: Mutual information-based disentangled reward learning from few demonstrations

The International Journal of Robotics Research

Zhongliang Jiang

Yuan Bi

Mingchuan Zhou

Ying Hu

Michael Burke

...

2023/1

Mechanical force characterization of living cells based on needle deformation

Advanced Materials Interfaces

Xiangyu Guo

Youchao Zhang

Minxuan Cao

Qingyao Shu

Alois Knoll

...

2023/7

Needle detection and localisation for robot‐assisted subretinal injection using deep learning

CAAI Transactions on Intelligence Technology

Mingchuan Zhou

Xiangyu Guo

Matthias Grimm

Elias Lochner

Zhongliang Jiang

...

2023

Design and testing of a new microinjector with FBG force sensor for robot-assisted single cell microinjection

Measurement

Xiangyu Guo

Antian Zhao

Youchao Zhang

Huanyu Jiang

Limin Zeng

...

2023/11/15

Automated dissection of intact single cell from tissue using robotic micromanipulation system

IEEE Robotics and Automation Letters

Youchao Zhang

Xiangyu Guo

Qingyu Wang

Fanghao Wang

Chuanjie Liu

...

2023/6/19

Theoretical error analysis of spotlight-based instrument localization for retinal surgery

Robotica

Mingchuan Zhou

Felix Hennerkes

Jingsong Liu

Zhongliang Jiang

Thomas Wendler

...

2023/5

CGFNet: 3D Convolution Guided and Multi-scale Volume Fusion Network for fast and robust stereo matching

Pattern Recognition Letters

Qingyu Wang

Hao Xing

Yibin Ying

Mingchuan Zhou

2023/9/1

Improved ResNet-50 deep learning algorithm for identifying chicken gender

Computers and Electronics in Agriculture

Dihua Wu

Yibin Ying

Mingchuan Zhou

Jinming Pan

Di Cui

2023/2/1

Design, integration, and evaluation of a robotic peach packaging system based on deep learning

Computers and Electronics in Agriculture

Qingyu Wang

Dihua Wu

Zhizhong Sun

Mingchuan Zhou

Di Cui

...

2023/8/1

PlantStereo: A High Quality Stereo Matching Dataset for Plant Reconstruction

Agriculture

Qingyu Wang

Dihua Wu

Wei Liu

Mingzhao Lou

Huanyu Jiang

...

2023/1/29

A Magnetic Micro Robotic Trajectory Controller Design for Cell Trapping

Fanghao Wang

Daoyuan Jing

Youchao Zhang

Xiangyu Guo

Chuanjie Liu

...

2023/7/8

Information perception in modern poultry farming: A review

Dihua Wu

Di Cui

Mingchuan Zhou

Yibin Ying

2022/8/1

A YOLOv3-based computer vision system for identification of tea buds and the picking point

Computers and Electronics in Agriculture

Chunlin Chen

Jinzhu Lu

Mingchuan Zhou

Jiao Yi

Min Liao

...

2022/7/1

Joint prediction of monocular depth and structure using planar and parallax geometry

Pattern Recognition

Hao Xing

Yifan Cao

Maximilian Biber

Mingchuan Zhou

Darius Burschka

2022/10/1

A Review of Single‐Cell Pose Adjustment and Puncture

Xiangyu Guo

Youchao Zhang

Daoyuan Jin

Mingchuan Zhou

2022/7

Growth parameter acquisition and geometric point cloud completion of lettuce

Frontiers in Plant Science

Mingzhao Lou

Jinke Lu

Le Wang

Huanyu Jiang

Mingchuan Zhou

2022/9/29

Theory, Applications, and Challenges of Cyber-Physical Systems 2021.

Hang Su

Bo Xiao

Mingchuan Zhou

Wen Qi

Juan Sandoval

...

2022/6/23

Deep Reinforcement Learning Based Trajectory Planning under Uncertain Constraints

Yaxuan You

Rui Zhao

Hui Sun

2021/9/24

See List of Professors in Mingchuan Zhou University(Technische Universität München)

Co-Authors

H-index: 115
Nassir Navab

Nassir Navab

Technische Universität München

H-index: 65
Alois Knoll

Alois Knoll

Technische Universität München

H-index: 55
Peter Gehlbach

Peter Gehlbach

Johns Hopkins University

H-index: 54
Iulian I. Iordachita

Iulian I. Iordachita

Johns Hopkins University

H-index: 22
Thomas Wendler

Thomas Wendler

Technische Universität München

H-index: 21
M. Ali Nasseri

M. Ali Nasseri

Technische Universität München

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