Director of 

3D Image Simulation Lab.

Dr. Ma Huimin

Associate Professor

  • Teaching

  • Research

  • Awards

  • Others

  • Published Papers

  • Brief Introduction

 

 

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Add:9-207, East Main 

   Building, Tsinghua University

Tel: 86 -10 - 62781432

Fax:86 -10 - 62770317

Email: mhmpub@tsinghua.edu.cn

    

 

 

 

 

 

 

Ma Huimin's Resume

 Ma  Huimin was born in 1972, and obtained her PhD in Mechanical Electronic Engineering from the Beijing Insititute of Technology, P.R.China in 2001, and then she joined  the Image & Graphics School of Department of Electronic Engineering, Tsinghua University .

 1.Teaching

l     "Digital Image Technology and Application", Open Course for Graduates. 48 teaching hours

My teaching principle is encouraging students selecting study subjects of their interests and finishing them with teamwork.  

The course includes discussion sessions and instruction classes. The teaching process implements study subject selection, team formation, scientific citation, project proposing, experiment design and implementation, data collection and result demonstration, and final presentation. This course allows students to practice scientific research, and enhances students’ ability to perform in collaborative team environment.

In 2006, I won the second prize of Tsinghua University Achievements for this course.

l      Teach the course of "Principles of Microprocessors", a foundation EE course for undergraduate. 64 teaching hours

l      Teach collaboratively the course of “New Image Technology”, an elective EE course for undergraduate.

I deliver the lecture on “3-D Target Acquisition, Restoration and Recognition Technology”.

 

 2.Research

      My main research interest is 3-D Target Recognition based on the kernel technology of machine vision, which applies to interdisciplinary “3-D Simulation System”. With the combination of theory and practice, I am the principal of several major research projects. These projects are funded by the National Natural Science Foundation, the 863 Program Project, and the National Special Fund. 

      Other research fields of mine are “Target Restoration and Recognition” and “Intelligent Information Processing”. I have joined the 863 Program Project and the project funded by the Department of Education as a main researcher.

l     3-D Image Recognition

      With the support of the 863 Program projects, I have been able to research on 3-D Image Acquisition and Restoration. The research includes 3-D Laser Scanning and Imaging technology, 3-D Target Surface Classification technology, 3-D Grid Model Restoration and Simplification, and 3-D registration technology, which are the foundations of 3-D Image Recognition.

      The support from the National Natural Science Foundation has made it possible for me to explore a unique technology for 3-D target recognition. The technology, based on 3-D Laser Image Acquisition and Restoration, solves the problem about shape variation of the target caused by the change of viewpoint. It has been a difficult topic in this field for a long time. To solve the problem and achieve 3-D Target Recognition from any vision, several methods of Viewpoint Space Partition (VSP), such as the Catastrophe Theory, the Clustering Theory, the Physics and Geometry Methods and some Methods based on Human Visual Cognition, are used. The research establishes a strong theoretical basis for the application of the Automatic Navigation, the Machine Vision and the Simulation System.

 

 

 

 

 

 

 

         

VSP based on the Catastrophe Theory (* stands for a viewpoint)

ü    Main Research Works

Ø   3-D Object Viewpoint Space Partition

Ø   The Affine Invariant Feature Extraction of 3-D Object’s Projection Image

Ø   The Target Partition from a Complicated Background

Ø   3-D Target Recognition from any Vision

Ø   A study of Princeton Shape Standard Library and Test Platform

ü   Ongoing Research Projects

Ø    The configuration theory and methods investigation in 3-D Target Recognition (funded by the National Natural Science Foundation)

Ø   Visual Image Pattern Recognition and Machine learning based on Human Visual Cognition ( funded by 863 Program Project )

Ø   3-D Target Acquisition, Restoration and Recognition Technology (funded by the National Special Fund)

l     3-D Simulation System

       The photoelectric confrontation Simulation System, which is important in application, was successfully developed with the support of the National Special Fund.

ü    Main Research Works

Ø    3-D Target Modeling

Ø    Target Feature Modeling

Ø    Target Recognition and Tracking

Ø    Intelligent Decision

Ø    Efficiency Evaluation and 3-D Animation

ü    Ongoing Research Projects

Ø   3-D Animation Simulation of the photoelectric confrontation System (funded by the National Special Fund)

Ø   3-D Animation Simulation of Imaging Recognition and the Design of Signal Processor (funded by the 11th Five-Year Plan Project)

 

  3. Awards 

 ü     The second prize of Tsinghua University Academic Achievements, 2006

 ü     The first prize of Tsinghua University Excellent Advisors, 2004

 ü     The Award for Active Union Members of Tsinghua University, 2003

 ü     The third prize Award from the Department of National, 2002

 ü     Patent:Plane signal generator, (99118014.3), the third author, 2002.

 

 4.Others

 ü    I was in charge of the Sharon Youth of Department of Electronics Engineering and organized 7 activities.

 ü    The Deputy Secretary-General of the Chinese Society of Image and Graphics ( in charge of Chinese Society of Image and Graphics Briefing)

 ü    The director of the Youth Work Committee in the Chinese Society of Image and Graphics (in charge of the CSIG Youth Forum)

 ü     The Secretary-General of Beijing Society of Image and Graphics

 

  5. Recently Published Papers

    [1] Ma Huimin, Wang Yan,“Parallel Feature Extraction System”, Chinese journal of electronicsSCI730EZEI03437694371

[2] Ma HuiminSu Guangda “High speed recognition system of plane infrared image”Journal of Infrared and Millimeter Waves Vol.21, No.5, Oct. 2002, pp367-371,(SCI608FZEI03037327777

[3]  Ma Huimin, Huang Ruke“Multi-hierarchical Algorithms for Fast Fingerprint Identification”, Chinese journal of electronicsOct. 2005, Vol.14, No.4, pp625-630SC.037FU  EI05449448357

[4]  Ma Huimin, Su Guangda, Wang Junyan, “A glass bottle defect detection system without touching”, pp628-632, IEEE, 2002 International Conference on Machine Learning and Cybernetics (ICMLC2002), Nov.4-5, 2002 Beijing China.  (EI03127405634)

[5]  Ma Huimin Huang Ruke, “A New Fingerprint Translation Finding AlgorithmIEEE 2004 International Conference on Machine Learning and Cybernetics (ICMLC2002) , 2004 Shanghai China. (EI0445844709)

[6]  Yuan Luo, Huimin Ma, Fengting Li, An improved algorithm of viewpoint space partition in 3D object recognition application. Proceedings of the Seventh IASTED International Conference on Signal and Image Processing, SIP 2006, Aug. 14-16, Honolulu, Hawaii, USA, pp34-39.  (EI, ISTP)

[7]   Y. Luo, H. Ma, F. Li,"3D Object Recognition Technique Based on Muti-Resolution Aspect Graph",2005 International Conference on Neural Networks and Brain, Oct. 13-15 Beijing China,pp1168-1172

   [8]   W. Lin, H. Ma, F. Li, "Accurate Tracking Based on Interest Points in the Infrared Imaging Guidance",2005 International Conference on Neural Networks and Brain, Oct. 13-15 Beijing China,pp1156-1159

[9]  Chen YeweiLi Fengting, Ma Huimin ,“A New Disk File System for Motion JPEG2000 in Distributed Video Surveillance Application”, ICEMI’2005, August, 2005, Beijing China, pp2-9—2-13

[10]  Zhang Shaoguang, Li Fengting, Ma Huimin. “A skeleton algorithm based on weight”. Microcomputer Information – Control & management, Feb. 2007, pp255257.

[11] Wang Huajian, Zhang Aiwu, Ma Huimin, Li Fengting, “Hole filling in range image processing based on statistical model”Journal of Optoelectronics Laser, Vol.15, No.10, Nov.2004., pp.12341237EI05028785368

[12]  Meng Ke, Li Fengting, Ma Huimin, “ Design of a portable digital video recorder for video surveillance”Video EngineeringNo.7, 2004pp78-80

[13]  Ma Huimin, Su Guangda, Huang Ruke, “A classification algorithm for fingerprint matching in large database”Proceedings of The 13th National Conference on Neural Network (CNNC2003), Nove.12-15, 2003, Qingdao, pp368-373

[14]  Ni Zheng, Su Guangda, Ma Huimin, Wang Junyan, “ On-line glass bottle detection system design”Computer Engineering and ApplicationVol. 40, No.3, 2004, pp218-220

[15] Ma Huimin, “Gray image feature extraction base on projection ”Optical Technique VOL.28, NO.6, 2002, pp.561-563