Department of Computer Science
 

Reader / Director of Postgraduate Studies (EngD)

1 West 4.61

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

Ramallo-González, A. P., Brown, M., Gabe-Thomas, E., Lovett, T. and Coley, D. A., 2017. The reliability of inverse modelling for the wide scale characterization of the thermal properties of buildings. Journal of Building Performance Simulation

Lovett, T., Lee, J., Thomas, E., Natarajan, S., Brown, M., Padget, J. and Coley, D., 2016. Designing sensor sets for capturing energy events in buildings. Building and Environment, 110, pp. 11-22.

Edum-Fotwe, K., Shepherd, P., Brown, M., Harper, D. and Dinnis, R., 2016. ARROW:Fast, Accurate and Sparse Automatic Façade Reconstruction from Unstructured Ground Laser-Scans. In: SIGGRAPH 2016, 2016-07-24 - 2016-07-28.

Shepherd, P., Edum-Fotwe, K., Brown, M., Harper, D. and Dinnis, R., 2016. QUALM:Quick, Unconstrained Approximate L-Shape Method. In: SIGGRAPH 2016, 2016-07-24 - 2016-07-28.

Li, W., Cosker, D. and Brown, M., 2016. Drift robust non-rigid optical flow enhancement for long sequences. Journal of Intelligent and Fuzzy Systems, 31 (5), pp. 2583-2595.

Miltiadou, M., Brown, M., Cosker, D., Campbell, N. and Grant, M., 2016. Improving and Optimising Visualisations of full-waveform LiDAR data.

Barber, A., Brown, M., Hogbin, P. and Cosker, D., 2015. Inferring changes in intrinsic parameters from motion blur. Computers & Graphics, 52, pp. 155-170.

Miltiadou, M., Warren, M. A., Grant, M. and Brown, M., 2015. Alignment of hyperspectral imagery and full-waveform LIDAR data for visualisation and classification purposes. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 40 (7W3), pp. 1257-1264.

Ramallo Gonzalez, A., Brown, M. and Coley, D., 2015. Forthcoming. Identifying the Ideal Topology of Simple Models Used to Represent Dwellings. In: Buildign Simulation International Conference BS2015, 2015-12-11.

Ramallo Gonzalez, A., Vellei, M., Brown, M. and Coley, D., 2015. Remote facade surveying. In: 6th International Building Physics Conference, 2015-06-14 - 2015-06-17.

Barber, A., Brown, M., Hogbin, P. and Cosker, D., 2014. Estimating Camera Intrinsics From Motion Blur. In: Conference for Visual Media Production, 2014-11-13 - 2014-11-14.

Rigamonti, R., Lepetit, V., González, G., Türetken, E., Benmansour, F., Brown, M. and Fua, P., 2014. On the relevance of sparsity for image classification. Computer Vision and Image Understanding, 125, pp. 115-127.

Li, C., Willis, P. J. and Brown, M., 2014. Appearance stylization of Manhattan world buildings. Computer Graphics Forum, 33 (1), pp. 15-26.

Lovett, T. R., Gabe-Thomas, E., Natarajan, S., Brown, M. and Padget, J. A., 2014. Designing sensor sets for capturing energy events in buildings. Working Paper.

Lovett, T., Gabe-Thomas, E., Natarajan, S., Brown, M. and Padget, J., 2014. Designing sensor sets for capturing energy events in buildings. In: 5th ACM International Conference on Future Energy Systems, e-Energy 2014, 2014-06-11 - 2014-06-13. New York, U. S. A.: ACM, pp. 229-230.

Ramallo Gonzalez, A., Brown, M. and Coley, D., 2014. Inverse Modelling As an Accurate and Computationally Cheap Energy Assessment Tool. In: ASHRAE / IBPSA 2014, 2014-09-10 - 2014-09-12, USA.

Miltiadou, M., Brown, M. and Grant, M., 2014. Reconstruction of a 3D Polygon Representation from full-waveform LiDAR data.

Teney, D. and Brown, M., 2014. Segmentation of dynamic scenes with distributions of spatiotemporally oriented energies. In: 25th British Machine Vision Conference, BMVC 2014, 2014-09-01 - 2014-09-05.

Rüfenacht, D., Brown, M., Beutel, J. and Süsstrunk, S., 2014. Temporally consistent snow cover estimation from noisy, irregularly sampled measurements. In: VISAPP 2014 - Proceedings of the 9th International Conference on Computer Vision Theory and Applications.Vol. 2. , pp. 275-283.

Li, W., Cosker, D., Brown, M. and Tang, R., 2013. Optical flow estimation using Laplacian Mesh Energy. In: IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2013-06-25 - 2013-06-27.

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. 11th Asian Conference on Computer Vision (ACCV), 2012-11-07. Berlin: Springer, pp. 112-125.

Gong, H., Cosker, D., Li, C. and Brown, M., 2013. User-aided single image shadow removal. In: 2013 IEEE International Conference on Multimedia and Expo (ICME), 2013-07-14 - 2013-07-18.

Ramallo Gonzalez, A., Brown, M. and Coley, D., 2013. Using HPC to create an intelligent entity capable of recognising building energy performance by capturing basic thermal information. In: HPC Symposium 2013, 2013-06-04, Lecture Theatre 4 West 1.2, University of Bath.

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.

Rigamonti, R., Brown, M. A. and Lepetit, V., 2011. Are sparse representations really relevant for image classification? In: IEEE Computer Vision and Pattern Recognition (CVPR) 2011, 2011-06-21 - 2011-06-25. IEEE, pp. 1545-1552.

Brown, M. A. and Susstrunk, S., 2011. Multi-spectral SIFT for scene category recognition. In: IEEE Computer Vision and Pattern Recognition (CVPR) 2011, 2011-06-21 - 2011-06-25. 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.

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.

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.

Winder, S., Hua, G. and Brown, M. A., 2009. Picking the best DAISY. In: CVPR 2009: IEEE Conference on Computer Vision and Pattern Recognition, 2009, 2009-06-20 - 2009-06-25. 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.

This list was generated on Tue Oct 17 02:37:02 2017 IST.

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