Michael S. Brown

Professor

Scholarly Interests
  • Computer Vision
  • Image Processing
  • Computer Graphics
Bio

Dr. Michael S. Brown received his undergraduate and PhD degrees in Computer Science from the University of Kentucky in 1995 and 2001 respectively.  He has over 13 years of academic experience working in Asia, holding prior faculty positions at the Hong Kong University of Science and Technology, the Nanyang Technological University (Singapore), and the National University of Singapore.His research interests are in the area of computer vision, image processing, and computer graphics with an emphasis on physics-based models for image enhancement and restoration. Dr. Brown regularly serves on the senior program committees of the major computer vision conferences (CVPR, ICCV, ECCV) and is currently an associate editor for the IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) and the International Journal on Computer Vision (IJCV).

Selected Publications
    • Nguyen R., Brown M. S. (2016) “RAW Image Reconstruction using a Self-Contained sRGB-JPEG Image with only 64 KB Overhead”, IEEE Computer Vision and Pattern Recognition (CVPR’16), Jun 2016
    • Cheng D. L., Price B., Cohen S., Brown M. S. (2015) “Beyond White: Ground Truth Colors for Color Constancy Correction”, IEEE International Conference on Computer Vision (ICCV’15), Dec 2015
    • Li Y., Brown M. S. (2014) “Single Image Layer Separation using Relative Smoothness”, IEEE Computer Vision and Pattern Recognition (CVPR’14), Jun 2014
    • Kim S. J., Lin H.T., Lu Z, Susstrunk S, Lin S., Brown M. S. (2012) “A New In-Camera Imaging Model for Color Computer Vision and its Application”, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 34(12), Dec 2012
    • Tai Y-W., Tan P., Brown M. S. (2011) “Richardson-Lucy Deblurring for Scenes under Projective Motion Path”, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 33(8), Aug 2011
    • Kim S. J., Zhou S.J., Deng F.B., Fu C.W., Brown M. S. (2010) “Interactive Visualization of Hyperspectral Images of Historical Documents”, IEEE Transactions on Visualization and Computer Graphics (T-VCG) , 16(6), Nov-Dec 2010
    • Tai Y.W., Hao D., Brown M. S., and Lin S. (2010) “Correction of Spatially Varying Image and Video Motion Blur using a Hybrid Camera”, IEEE Trans. on Pattern Analysis and Machine Intelligence (T-PAMI), 32(6), Jun 2010
    • Lu Z., Tai Y.W., Ben-Ezra M., Brown M.S. (2010) “A Framework for Ultra High Resolution 3D Imaging”, IEEE Computer Vision and Pattern Recognition (CVPR’10), Jun 2010
    • Brown M. S., Song P., Cham T.J. (2006) “Image Preconditioning for Out-of-Focus Projector Blur”, IEEE Computer Vision and Pattern Recognition (CVPR’06), Jun 2006
Staff Information
Campus Address
Lassonde 3022
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