Lecturer
East Building East Building 3.2-4-6 Desk 3
Dept of Computer Science
Email: m.brown@bath.ac.uk
Tel: +44 (0) 1225 38 5928
Dr Matthew Brown
Profile
Research interests
My research is in Computer Vision. I'm interested in all aspects of human and machine vision from low-level feature extraction to high-level tasks such as object recognition and 3D from video. I'm also working on applications of Machine Learning to Energy and Environmental Monitoring.
Publications
Gong, H., Cosker, D., Li, C. and Brown, M., 2013. Forthcoming. User-aided single image shadow removal. In: 2013 IEEE International Conference on Multimedia and Expo (ICME), 2013-07-14 - 2013-07-18, San Jose, California.
Li, W., Cosker, D., Brown, M. and Tang, R., 2013. Forthcoming. Optical Flow Estimation using Laplacian Mesh Energy. In: IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2013-06-25 - 2013-06-27, Oregon, US.
Li, W., Cosker, D. and Brown, M., 2013. An anchor patch based optimisation framework for reducing optical flow drift in long image sequences. In: Lee, K. M., Matsushita, Y., Rehg, J. M. and Hu, Z., eds. Computer Vision – ACCV 2012. Berlin: Springer, pp. 112-125.
Yoon, W. J., Brown, M. A., Reinhall, P. G., Park, S. and Seibel, E. J., 2012. Design and preliminary study of custom laser scanning cystoscope for automated bladder surveillance. Minimally Invasive Therapy & Allied Technologies, 21 (5), pp. 320-328.
Brown, M. A., Barrington-Leigh, C. and Brown, Z., 2012. Kernel regression for real-time building energy analysis. Journal of Building Performance Simulation, 5 (4), pp. 263-276.
Firmenich, D., Brown, M. and Susstrunk, S., 2011. Multispectral Interest Points for RGN-NIR Image Registration. In: ICIP 2011: IEEE International Conference on Image Processing, 2011-09-11 - 2011-09-14, Brussels.
Rigamonti, R., Brown, M. A. and Lepetit, V., 2011. Are sparse representations really relevant for image classification? In: 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, pp. 1545-1552.
Brown, M. A. and Susstrunk, S., 2011. Multi-spectral SIFT for scene category recognition. In: 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2011). IEEE, pp. 177-184.
Brown, M. A., Hua, G. and Winder, S., 2011. Discriminative learning of local image descriptors. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33 (1), pp. 43-57.
Yoon, W., Brown, M. and Seibel, E., 2010. Automated Cystoscopic Surveillance System with Endoscopic Image Mosaicing. In: Mechatronics 2010: The 12th Mechatronics Forum Biennial International Conference, 2010-06-28 - 2010-06-30, Zurich.
Byrod, M., Brown, M. and Astrom, K., 2009. Minimal Solutions for Panoramic Stitching with Radial Distortion. In: British Machine Vision Conference 2009: BMVC09, 2009-09-07 - 2009-09-10, London.
Gupta, P., Arrabolu, S. S., Brown, M. and Savarese, S., 2009. Video scene categorization by 3D hierarchical histogram matching. In: ICCV 2009: IEEE 12th International Conference on Computer Vision, 2009-09-29 - 2009-10-02, Kyoto.
Winder, S., Hua, G. and Brown, M. A., 2009. Picking the best DAISY. In: 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009). IEEE, pp. 178-185.
Schindler, G., Zitnick, L. and Brown, M., 2008. Internet video category recognition. In: CVPRW '08: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2008, 2008-06-23 - 2008-06-28, Anchorage.
