Dr. Xiangyun Ye

  

Contents

 Working Experience

 Education

 Research Experiences and Interests

 Publications

 Hobbies

Photos

 Contact Information

 

Working Experience:

• Center for Pattern Recognition and Machine Intelligence (CENPARMI), Concordia University.
• Laboratorie d'imagerie, de vision et d' intelligence artificielle (LIVIA), Ecole de Technologie Superieure, de l' Universite du Quebec.
• Bloomfield Centre for Research in Aging, Lady Davis Institute for Medical Research, Sir Mortimer B. Davis-Jewish General Hospital.

• Research in image preprocessing techniques for Bank Check Processing System.
• Research/Development of Genetic Image Processing and Analysis System.

• Research/Development of Vehicles Shape & License Recognition and Toll Charging System.
• Research/Development of Freight Train ID Recognition System.
• Research/Development of Real-time Image Processing System.
• Teaching assistant of courses Digital Image Processing and Artificial Neural Network.
• Co-supervisor of five Master degree students on their thesis in developing OCR systems.

• Research/Development of Bundle Ticket Form Recognition System.
• Research/Development of Identification Card Management Information System.
• Research/Development of Neural Networks Simulation System.
• Teaching assistant of course Digital Signal Processing.
• Co-supervisor of one undergraduate student on her thesis in developing OCR systems.

• 1998.7 - Genetic image processing and analysis.(Jewish General Hospital, Montreal)
• 1997.10 - 1998.6 Baseline removal and character extraction from bank cheques with complex backgrounds, a part of Bank Check Processing System. (CENPARMI)
• 1996.9 - 1997.6 Freight Train ID Recognizing System, developed for Liuzhou Research Institute of Railway Techniques.
• 1996.9 - 1997.6 Vehicles Shape & License Recognizing and Toll Charging System, developed for Shanghai Administration Bureau of Highway.
• 1995.3 - 1996.6 Virtual Neural Computer System -- NeuralSoft, supported by Committee of Science & Technology in National Defense.
• 1993.4 - 1994.4 Identification Card Management Information System, developed for the Headerquarter of Public Security of Jiangsu Province (related to OCR).
• 1992.4 - 1993.6 Bundle Ticket Form Reading System, developed for HongKong Productivity Council (related to machine printed OCR).
• 1991.2 - 1992.5 Neural Network Modeling System -- NMS 1.0, (Bureau of Science & Technology of Jiangsu Province).

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• Biomedical image analysis.
• Document image analysis.
• Character extraction from complex scene image.
• Segmentation of noisy and unequally illuminated images.
• Image region splitting and merging techniques.
• Image segmentation by Kohonen Self-Organizing Feature Mapping(SOFM).
• Mathematical Morphology by Cellular Neural Network (CNN).
• Classifying ability of Radial Basis Function (RBF) Neural Network.
• Position, Rotation, Scale Invariant (PRSI) representation and recognition of 2D objects.
• PRSI recognition by Higher Order Neural Network (HONN).
• Improvement of Back Propagation (BP) Neural Network.
• Image compression by Vector Quantitization (VQ).
• Optical Character Recognition (OCR).

1. Model-based Character Extraction from Complex Backgrounds Using Morphological Detectors, submitted to Int'l Journal of Information Retrieval, special issue on Document Image Retrieval, 1999.
2. Extraction of Bank-check Items by Mathematical Morphology, to appear on Int'l J. Document Analysis and Recognition, 1999.
3. Model-based Character Extraction from Complex Backgrounds, submitted to Int'l Conf. On Document Analysis and Recognition, 1999.
4. A Recent Development in Image Analysis of Electrophoresis Gels, to appear on Proc. of Vision Interface, 1999.
5. Cohort Study by Image Analysis of Differential Display Gels, submitting to IEEE Trans. On Bio-medical Engineering, 1999.
6. Character Recognition by Multi-level Integration of Classifiers, Academia Electronica, Vol. 26, No. 11, 1998.
7. A Selective Attentional Template Matching Neural Network, Academia Electronica, Vol. 26, No. 8, 1998.
8. Intelligent Segmentation for Character Recognition, Proc. of China Conf. Neural Science, 1997.
9. Extraction of Text Objects from Complex Scene Images, Proc. of China Conf. Neural Science, 1997.
10. Integration of Multiple Classifiers for Character Recognition, Proc. of China Conf. Neural Science, 1997.
11. A Selective Attentional Template Matching Neural Network, Proc. of IEEE Int'l Conf. Intelligent Processing Systems, 1997.
12. Multi-functional Neural Recognition and Virtual Neural Computing Systems, Digest of Chinese Academic Journals, Vol. 3, No. 7, 1997.
13. Automatic License Recognition and Toll Charging System, Transportation and Computers, Vol. 15, No. 1, pp38-41, 1997.
14. Application of Hopfield Neural Network in Model-Based Character Extraction, Academia Electronica, Vol.6, No. 2, pp76-79, 1997.
15. Gray-level Image Segmentation based on Selective Multiresolutional Kohonen Neural Network, Journal of Infrared & Millimeter Waves, Vol.16, No. 5, 1997.
16. Fast Binarization Algorithm for Document Images, Journal of Infrared & Millimeter Waves, 1997.
17. Model-Based Character Extraction, Journal of Software, No. 6, 1997.
18. New Application of CNN to Mathematical Morphology, Journal of SJTU, Vol.31, No.3, pp33-36, 1997.
19. Application of BP Neural Network in Predicting Mortal Rate of Cancers, Systems Engineering, Theory and Application, Vol.5, No. 3, pp78-80, 1996.
20. Radius Vectors Based Invariant Shape Classification, Journal of Infrared & Millimeter Waves, Vol.15, No.4, pp250-256, 1996.
21. Character Segmentation from Scene Image by Hopfield Neural Network, Proc. of 4th LASTED Int’l Conf on Artificial Intelligence, Expert System and Neural Networks, pp518-520, 1996.
22. Image Segmentation by Selective Multiresolutional Kohonen Neural Network, Proc. of 4th LASTED Int’l Conf on Artificial Intelligence, Expert System and Neural Networks, pp521-524, 1996.
23. Mathematical Morphology by Cellular Neural Network, Proc. of Int'l Conf. Neural Networks & Signal Processing 95', pp405-408, 1995.
24. PRSI Shape Classification Using Radius Vectors, Proc. of Europe-China Workshop on Geometrical Modeling & Invariants for Computer Vision, pp 294-300, 1995.
25. Development of Table Data Auto-Reading System, Computer Application, 6, pp 35-38, 1993.
26. Technique of Table Data Auto-Reading Based on Digital Images, Proc. of the 7th China Conf. on Image Processing and Computer Graphics, pp 419-422, 1994.