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Fayin Li
                                 Department of Computer Science
                                     George Mason University
                                        Fairfax, VA, 22030
                           Office: (703) 993-1557; Fax: (703) 993-1710
                                       Cell: (703) 623-4067
                              Email: fli@cs.gmu.edu, fli1@gmu.edu
                                    URL: http://cs.gmu.edu/~fli

OBJECTIVE: A challenging full-time research and software development job in machine
learning, computer vision, pattern recognition and image processing.

TECHNICAL EXPERTISE

   - Very strong mathematics, algorithmic and problem solving skills.
   - Six years experience in object-oriented software development.
   - Expert-level knowledge of theory and practice in many fields of machine learning, pattern
     recognition, image processing, data mining and computer vision.
   - Programming Languages: C/C++ (6 years), MFC (5 years),.NET, STL, Matlab(5 years),
     Windows Hardware Driver (2 years), OpenGL, Java, Perl, ...- Experience with multi-
     threaded application design and implementation.
   - Operating Systems: MS Windows 9X/NT/XP, UNIX, SunOS/Solaris, Linux.
   - Networks: socket-level and packet-level programming in Windows and UNIX.
   - Over 10 publications in the top computer science journals and proceedings.
   - Outstanding Graduate Student Awards.

EDUCATION
  Ph.D, Dec. 2005, CS Department, George Mason University (GMU) (GPA = 3.96)
  M.S, July 1999, Institute of Automation, Chinese Academy of Sciences (GPA = 90/100)
  B.S, July 1996, Huazhong University of Science and Technology, China (GPA = 89/100)

EXPERIENCE

   Internship, Clever Sys.,Inc., Reston, VA (06/2005 - present)
   - Contour-based tracking algorithm for multiple identical mice from video sequences.
   - Learning and analyzing the social behavior of mice.
   - Developing the corresponding commercial product using C++.

   Research Assistant, Computer Vision & Robotics Lab, CS Dept., GMU (08/00 – present)
   - General object recognition using Boosting and strangeness.
   - Part-based face recognition using Boosting and Transduction.
   - Open set recognition algorithm using Transductive Inference.
   - Motion estimation algorithm using Statistical Learning Theory.
   - Automatic gesture recognition framework from video using competitive learning.
   - Probabilistic location recognition algorithm for robot navigation.
   - Analysis of micro-Doppler signatures and recognize targets from radar image.
   - Track cartoon motion, representation and re-targeting.
   - Automatically construct mosaics of architectural environments from a sparse set of
     uncalibrated views using the environment constrains.
   - Network Protocol simulation.
- Cognitive modeling for computer human interaction (major role in the team).
   - Develop a small interpreter and compiler using C/C++, Lex and Yacc, replica management
     in distributed systems.

   Researcher, Optical Character Recognition Lab, Hanwang Technologies, Inc, Beijing,
   China (08/99 – 07/00)
   - Developed a fast binary image rotation algorithm using MMX technology
   - Co-developed Chinese census form scanning and processing system (OCR).
   - Developed human-identification card recognition system from image (OCR).
   - Developed PCI card driver and image processing software.
   - Co-developed business card scanning, processing and recognition system (OCR).

   Research Assistant, Institute of Automation, Chinese Academy of Sciences (09/96-05/99)
   Conducted research on image processing. Specific topics included image segmentation using
   morphological operators, real-time image capturing system and associated image processing
   package.

   Teaching Assistant, CS Dept. GMU (08/2000 - 12/2000)
   - Gave weekly recitations for an undergraduate CS course: C++ programming.
   - Held weekly office hours and lab assistant to provide additional instruction to students.
   - Assisted instructor with exam proctoring and grading.
PUBLICATIONS
Journal Papers
   • Fayin Li and Harry Wechsler, "Open Set Face Recognition Using Transduction", IEEE
       Trans. on Pattern Analysis and Machine Intelligence, vol.27, No.11, pp. 1686-1697,
       2005.
   • Jana Kosecka, Fayin Li and Xiaolong Yang, “Global Localization and Relative
       Positioning based on Scale-Invariant Keypoints”, Journal of Robotics and Autonomous
       Systems, accepted, 2005.
   • V. Chen, Fayin Li, S. Ho and H. Wechsler, "Micro-Doppler Effect in Radar -
       Phenomenon, Model and Simulation Study", IEEE Trans. on Aerospace and Electronic
       Systems, vol. 42, no. 1, Jan 2006.
   • H. Wechsler, Z. Duric, Fayin Li and V. Cherkassky, "Motion Estimation Using Statistical
       Learning Theory", IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 28, No.
       4, 466 - 478, 2004.
   • Z. Duric, W. Gray, R. Heishman, Fayin Li, A. Rosenfeld, C. Schunn and H. Wechsler,
       "Integrating Perceptual and Cognitive Modeling for Adaptive and Intelligent HCI",
       Proceeding of IEEE, vol. 90, No. 7, 1272 - 1289, 2002.
   • V. Chen, Fayin Li, S. Ho and H. Wechsler, "Analysis of Micro-Doppler Signatures",
       Proc. of IEE on Radar, Sonar and Navigation, Vol. 150, No. 4, 271 - 276, 2003.
Conference Papers
   •   Fayin Li, Jana Kosecka and Harry Wechsler, "General Object Recognition with
       Strangeness and Boosting", submitted to 9th European Conference on Computer Vision,
       2005.
   •   Fayin Li, Harry Wechsler and Jana Kosecka, "Part-based Face Recognition Using
       Transduction and Boosting", submitted to 9th European Conference on Computer Vision,
       2005.
   •   Fayin Li and Jana Kosecka, "Probabilistic Location Recognition using Reduced Feature
       Set technical report, department of computer science, GMU, 2005.
•   J.Kosecka and Fayin Li, "Vision Based Markov Localization", 23rd IEEE International
       Conference on Robotics and Automation (ICRA 2004), New Orleans, USA, April 24 -
       May 1, 2004
    • Fayin Li and Harry Wechlser, "Watch List Face Surveillance Using Transductive
       Inference", to appear in the 1st International Conference on Biometric Authentication
       (ICBA 2004), Hong Kong, 15 - 17 July, 2004.
    • Z. Duric, Fayin Li, H. Wechsler and V. Cherkassky, "Controlling Model Complexity in
       Flow Estimation", 9th Int. Conf. on Computer Vision (ICCV 2003), Nice, France, 2003
    • Fayin Li and H. Wechsler, "Open World Face Recognition with Credibility and
       Confidence Measures", 4th Int. Conf. on Audio and Video-Based Biometric Person
       Authentication (AVBPA 2003), Surrey, UK., 2003.
    • Z. Duric, Fayin Li, Y. Sun and H. Wechsler, "Using Normal Flow for Detection and
       Tracking of Limbs in Color Images", 16th Int. Conf. on Pattern Recognition (ICPR
       2002), Quebec-City, Canada, 2002.
    • Jana Kosecka, Wei Zhang and Fayin Li, "Mosaic Construction from a Sparse Set of
       Views", 1st International Symposium on 3D Data Processing Visualization and
       Transmission (3DPVT 2002), Padova, Italy, June, 2002
    • H. Wechsler, Z. Duric and Fayin Li, "Hierarchical Interpretation of Human Activities
       Using Competitive Learning", 16th Int. Conf. on Pattern Recognition (ICPR 2002),
       Quebec-City, Canada, 2002
    • H. Wechsler, Z. Duric, Fayin Li and V. Cherkassky ,"Motion Estimation Using VC -
       Generalization Bounds", 16th Int. Conf. on Pattern Recognition (ICPR 2002), Quebec-
       City, Canada, 2002
    • Z. Duric, Fayin Li and H. Wechsler, "Recognition of Arm Movements", 5th Int. Conf. on
       Automatic Face and Gesture Recognition (FGR 2002), College Park, MD, 2002.
In preparation
    • Fayin Li, Jana Kosecka and Harry Wechsler, "Feature Selection Using Strangeness --
       Theory and Algorithm".

PATENTS
 • Fayin Li and Harry Wechsler, “Open Set Recognition”, Patent #60/623064, submitted on
   March 10, 2005.
AWARDS and HONOR
  -Team Member, First Place Team (GMU1), ICCV 2005 Vision Contest.
  -Outstanding Graduate Student, School of Information Technology, George Mason
    University (top 1%), 2003
  -High Potential Research Assistant Fellowship, George Mason University, 2000 – 2003
  -Outstanding Student Scholarship, HUST, 1993-1995

REFERENCES

 Dr. Harry Wechsler (Advisor)
 Director, Center for Distributed and Intelligent Computation
 Professor, Department of Computer Science
 George Mason University, Fairfax, VA, 22030
 Email: wechsler@cs.gmu.edu
 Tel: +1 (703) 993 1533
 Fax: +1(703) 993 1710

 Dr. Jana Kosecka (Co-advisor)
 Assistant Professor, Department of Computer Science
George Mason University, Fairfax, VA, 22030
Email: kosecka@cs.gmu.edu
Tel: +1 (703) 993 1876
Fax: +1(703) 993 1710

Dr. Zoran Duric
Associate Professor, Department of Computer Science
George Mason University, Fairfax, VA, 22030
Email: zduric@cs.gmu.edu
Tel: +1 (703) 993 1717
Fax: +1(703) 993 1710

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FayinLi_CV_Full.doc

  • 1. Fayin Li Department of Computer Science George Mason University Fairfax, VA, 22030 Office: (703) 993-1557; Fax: (703) 993-1710 Cell: (703) 623-4067 Email: fli@cs.gmu.edu, fli1@gmu.edu URL: http://cs.gmu.edu/~fli OBJECTIVE: A challenging full-time research and software development job in machine learning, computer vision, pattern recognition and image processing. TECHNICAL EXPERTISE - Very strong mathematics, algorithmic and problem solving skills. - Six years experience in object-oriented software development. - Expert-level knowledge of theory and practice in many fields of machine learning, pattern recognition, image processing, data mining and computer vision. - Programming Languages: C/C++ (6 years), MFC (5 years),.NET, STL, Matlab(5 years), Windows Hardware Driver (2 years), OpenGL, Java, Perl, ...- Experience with multi- threaded application design and implementation. - Operating Systems: MS Windows 9X/NT/XP, UNIX, SunOS/Solaris, Linux. - Networks: socket-level and packet-level programming in Windows and UNIX. - Over 10 publications in the top computer science journals and proceedings. - Outstanding Graduate Student Awards. EDUCATION Ph.D, Dec. 2005, CS Department, George Mason University (GMU) (GPA = 3.96) M.S, July 1999, Institute of Automation, Chinese Academy of Sciences (GPA = 90/100) B.S, July 1996, Huazhong University of Science and Technology, China (GPA = 89/100) EXPERIENCE Internship, Clever Sys.,Inc., Reston, VA (06/2005 - present) - Contour-based tracking algorithm for multiple identical mice from video sequences. - Learning and analyzing the social behavior of mice. - Developing the corresponding commercial product using C++. Research Assistant, Computer Vision & Robotics Lab, CS Dept., GMU (08/00 – present) - General object recognition using Boosting and strangeness. - Part-based face recognition using Boosting and Transduction. - Open set recognition algorithm using Transductive Inference. - Motion estimation algorithm using Statistical Learning Theory. - Automatic gesture recognition framework from video using competitive learning. - Probabilistic location recognition algorithm for robot navigation. - Analysis of micro-Doppler signatures and recognize targets from radar image. - Track cartoon motion, representation and re-targeting. - Automatically construct mosaics of architectural environments from a sparse set of uncalibrated views using the environment constrains. - Network Protocol simulation.
  • 2. - Cognitive modeling for computer human interaction (major role in the team). - Develop a small interpreter and compiler using C/C++, Lex and Yacc, replica management in distributed systems. Researcher, Optical Character Recognition Lab, Hanwang Technologies, Inc, Beijing, China (08/99 – 07/00) - Developed a fast binary image rotation algorithm using MMX technology - Co-developed Chinese census form scanning and processing system (OCR). - Developed human-identification card recognition system from image (OCR). - Developed PCI card driver and image processing software. - Co-developed business card scanning, processing and recognition system (OCR). Research Assistant, Institute of Automation, Chinese Academy of Sciences (09/96-05/99) Conducted research on image processing. Specific topics included image segmentation using morphological operators, real-time image capturing system and associated image processing package. Teaching Assistant, CS Dept. GMU (08/2000 - 12/2000) - Gave weekly recitations for an undergraduate CS course: C++ programming. - Held weekly office hours and lab assistant to provide additional instruction to students. - Assisted instructor with exam proctoring and grading. PUBLICATIONS Journal Papers • Fayin Li and Harry Wechsler, "Open Set Face Recognition Using Transduction", IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.27, No.11, pp. 1686-1697, 2005. • Jana Kosecka, Fayin Li and Xiaolong Yang, “Global Localization and Relative Positioning based on Scale-Invariant Keypoints”, Journal of Robotics and Autonomous Systems, accepted, 2005. • V. Chen, Fayin Li, S. Ho and H. Wechsler, "Micro-Doppler Effect in Radar - Phenomenon, Model and Simulation Study", IEEE Trans. on Aerospace and Electronic Systems, vol. 42, no. 1, Jan 2006. • H. Wechsler, Z. Duric, Fayin Li and V. Cherkassky, "Motion Estimation Using Statistical Learning Theory", IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 28, No. 4, 466 - 478, 2004. • Z. Duric, W. Gray, R. Heishman, Fayin Li, A. Rosenfeld, C. Schunn and H. Wechsler, "Integrating Perceptual and Cognitive Modeling for Adaptive and Intelligent HCI", Proceeding of IEEE, vol. 90, No. 7, 1272 - 1289, 2002. • V. Chen, Fayin Li, S. Ho and H. Wechsler, "Analysis of Micro-Doppler Signatures", Proc. of IEE on Radar, Sonar and Navigation, Vol. 150, No. 4, 271 - 276, 2003. Conference Papers • Fayin Li, Jana Kosecka and Harry Wechsler, "General Object Recognition with Strangeness and Boosting", submitted to 9th European Conference on Computer Vision, 2005. • Fayin Li, Harry Wechsler and Jana Kosecka, "Part-based Face Recognition Using Transduction and Boosting", submitted to 9th European Conference on Computer Vision, 2005. • Fayin Li and Jana Kosecka, "Probabilistic Location Recognition using Reduced Feature Set technical report, department of computer science, GMU, 2005.
  • 3. J.Kosecka and Fayin Li, "Vision Based Markov Localization", 23rd IEEE International Conference on Robotics and Automation (ICRA 2004), New Orleans, USA, April 24 - May 1, 2004 • Fayin Li and Harry Wechlser, "Watch List Face Surveillance Using Transductive Inference", to appear in the 1st International Conference on Biometric Authentication (ICBA 2004), Hong Kong, 15 - 17 July, 2004. • Z. Duric, Fayin Li, H. Wechsler and V. Cherkassky, "Controlling Model Complexity in Flow Estimation", 9th Int. Conf. on Computer Vision (ICCV 2003), Nice, France, 2003 • Fayin Li and H. Wechsler, "Open World Face Recognition with Credibility and Confidence Measures", 4th Int. Conf. on Audio and Video-Based Biometric Person Authentication (AVBPA 2003), Surrey, UK., 2003. • Z. Duric, Fayin Li, Y. Sun and H. Wechsler, "Using Normal Flow for Detection and Tracking of Limbs in Color Images", 16th Int. Conf. on Pattern Recognition (ICPR 2002), Quebec-City, Canada, 2002. • Jana Kosecka, Wei Zhang and Fayin Li, "Mosaic Construction from a Sparse Set of Views", 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), Padova, Italy, June, 2002 • H. Wechsler, Z. Duric and Fayin Li, "Hierarchical Interpretation of Human Activities Using Competitive Learning", 16th Int. Conf. on Pattern Recognition (ICPR 2002), Quebec-City, Canada, 2002 • H. Wechsler, Z. Duric, Fayin Li and V. Cherkassky ,"Motion Estimation Using VC - Generalization Bounds", 16th Int. Conf. on Pattern Recognition (ICPR 2002), Quebec- City, Canada, 2002 • Z. Duric, Fayin Li and H. Wechsler, "Recognition of Arm Movements", 5th Int. Conf. on Automatic Face and Gesture Recognition (FGR 2002), College Park, MD, 2002. In preparation • Fayin Li, Jana Kosecka and Harry Wechsler, "Feature Selection Using Strangeness -- Theory and Algorithm". PATENTS • Fayin Li and Harry Wechsler, “Open Set Recognition”, Patent #60/623064, submitted on March 10, 2005. AWARDS and HONOR -Team Member, First Place Team (GMU1), ICCV 2005 Vision Contest. -Outstanding Graduate Student, School of Information Technology, George Mason University (top 1%), 2003 -High Potential Research Assistant Fellowship, George Mason University, 2000 – 2003 -Outstanding Student Scholarship, HUST, 1993-1995 REFERENCES Dr. Harry Wechsler (Advisor) Director, Center for Distributed and Intelligent Computation Professor, Department of Computer Science George Mason University, Fairfax, VA, 22030 Email: wechsler@cs.gmu.edu Tel: +1 (703) 993 1533 Fax: +1(703) 993 1710 Dr. Jana Kosecka (Co-advisor) Assistant Professor, Department of Computer Science
  • 4. George Mason University, Fairfax, VA, 22030 Email: kosecka@cs.gmu.edu Tel: +1 (703) 993 1876 Fax: +1(703) 993 1710 Dr. Zoran Duric Associate Professor, Department of Computer Science George Mason University, Fairfax, VA, 22030 Email: zduric@cs.gmu.edu Tel: +1 (703) 993 1717 Fax: +1(703) 993 1710