Dr. Xubo Song

B.E., Tsinghua University, Beijing
M.S., California Institute of Technology
Ph.D., California Institute of Technology

Assistant Professor
Department of Electrical and Computer Engineering &
Department of Computer Science Engineering
Oregon Graduate Institute of Science and Technology

Office: Jack Murdock Building, Room 582
Phone: (503) 748-1311

xubosong@ece.ogi.edu.

Research Interests

Machine learning

Pattern recognition

Image and video processing

Statistical vision

Biomedical imaging

Representative Publications

Xubo Song, Yaser Abu-Mostafa, Joseph Sill, Harvey Kasdan, "Image Recognition in Context: Application to Microscopic Urinalysis", to appear Advances in Neural Information Processing Systems, 1999.

Xubo Song, Yaser Abu-Mostafa, Joseph Sill, Harvey Kasdan, "Incorporating Contextual Information into White Blood Cell Image Recognition", Advances in Neural Information Processing Systems, MIT Press, 1997.

Yaser Abu-Mostafa, Xubo Song, "Bin Model for Neural Networks", in Proceedings of the International Conference on Neural Information Processing, 1996, pp. 169-173.

Xubo Song, "Pattern Recognition in Context", in preparation for IEEE Transactions on Pattern Analysis and Machine Intelligence.

Xubo Song, Joseph Sill, Harvey Kasdan, "Contexual Biomedical Image Recognition," in preparation for IEEE Transactions on Biomedical Engineering.

Yaser Abu-Mostafa, Xubo Song, Malik Magdon-Ismal, Alexander Nicholson, "Bin Model for Learning and Generalization", in preparation for Neural Computation.

Courses

• ECE 542 Introduction to image processing, Fall 1999.
• EE585 Introduction to digital video processing, Summer 2004.

Infornation Sciences Seminar Series

Last modified: 09/14/1999