Dr. Michael E. Farmer, Ph.D.
Associate Professor of Computer Science, in Computer Science, Engineering and Physics Department (CSEP)
214A Murchie Science Building
Phone: 810-762-3423
E-mail: farmerme@umflint.edu
Education:
Columbia University, B.S. in Applied Physics
University of Minnesota, M.S. in Management of Technology
University of Michigan, M.S. in Physics
Michigan State University, Ph.D. in Computer Science & Engineering
Research Interests:
Image Processing
Object Tracking
Pattern Recognition
Journals:
M. Farmer, S. Farmer, and A. K. Jain, "Non-Parametric Feature Selection for Image-based Airbag Suppression", Advances in Methodology and Statistics, Extended version of conference paper submitted Oct. 2005. (pdf)
M. Farmer and A. K. Jain, "A Wrapper-based approach to image segmentation and classification", Due in IEEE Trans. on Image Processing, Dec. 2005. (pdf)
M. Farmer and A. K. Jain, "Smart Automotive Airbags: Occupant Classification and Tracking ", Accepted in IEEE Trans. on Vehicular Technology, 2004. (pdf)
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Conferences:
M. Farmer, and S. Kittali, "The effects of motion and spatio-temporal non-uniform illumination on image-pair joint scattergrams", Subnmitted to IEEE International Conference on Acoustics, Speech, and Signal Processing, 2006. (pdf)
M. Farmer, "Evidential Reasoning for Control of Smart Automotive Airbag Suppression", 7th IASTED Conference on Intelligent Systems and Control, 2005. (pdf)
M. Farmer, S. Farmer, and A. K. Jain, "Non-Parametric Feature Selection for Image-based Airbag Suppression", International Conference on Applied Statistics, 2005. (pdf)
M. Farmer, X. Lu, H. Chen, and A. K. Jain, "Robust image motion estimation using Fusion", IEEE International Conference on Image Processing (ICIP), 2004. (pdf)
M. Farmer and A. K. Jain, "A Wrapper-based approach to image segmentation and classification", IEEE International Conference on Pattern Recognition (ICPR), 2004. (pdf)
M. Farmer and A. K. Jain, "Enhancing random mutation hill climbing feature selection with simulated annealing", IEEE International Conference on Pattern Recognition (ICPR), 2004. (pdf)
M. Farmer and A. K. Jain, "Integrated segmentation and classification for automotive airbag suppression", Proc. of IEEE International Conference on Image Processing (ICIP), 2003. (pdf)
M. Farmer and A. K. Jain, "Occupant classification system for automotive airbag suppression", Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 756-761, 2003. (pdf)
M. Farmer, R.L. Hsu, and A. K. Jain, "Interacting multiple model (IMM) Kalman filter for robust high-speed human motion tracking", Proc. of IEEE International Conference on Pattern Recognition (ICPR), pp. 20-23, 2002. (pdf)
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