Computer Vision to Measure Life Measure Life Tilo Burghardt - PowerPoint PPT Presentation

Computer Vision to Measure Life Measure Life Tilo Burghardt

Personal Background • Graduation in Media Computing at Dresden University of Technology • Emigration to the United Kingdom • Postgraduate Study and Fellowship at the University of Bristol University of Bristol • Lecturer at the Visual Information Laboratory at Bristol • Member of the British Machine Vision Association (BMVA), co-chairing the 24th British Machine Vision Conference (BMVC2013) • Passion for Teaching Computer Science

Current Research Areas/Interests  Applied Computer Vision  Vital Parameter Estimation  Interface of Ecology  Interface of Ecology to Computer Vision  Animal Biometrics  RGB-D Analysis

Links to „Computer Science meets Ecology“

Some Recent References • AS Crunchant, M Egerer, A Loos, T Burghardt, K Zuberbuehler, K Corogenes, V Leinert, L Kulik, H Kuehl. Automated face detection for occurrence and occupancy estimation in chimpanzees. American Journal of Primatology. ISSN:1098-2345. January 2017. (DOI 10.1002/ajp.22627) PR Woznowski, A Burrows, T Diethe, X Fafoutis, J Hall, S Hannuna, M Camplani, N Twomey, M Kozlowski, B Tan, N Zhu, A Elsts, A Vafeas, A Paiement, L Tao, M Mirmehdi, T Burghardt, D Damen, P Flach, R Piechocki, I Craddock, G Oikonomou. SPHERE: A sensor platform for healthcare in a residential • environment. Designing, Developing, and Facilitating Smart Cities: Urban Design to IoT Solutions. (V Angelakis, E Tragos, HC Poehls, A Kapovits, A Bassi (eds.)), Springer, p.315-333, January 2017. (DOI:10.1007/978-3-319-44924-1_14) • M Camplani, A Paiment, M Mirmehdi, D Damen, S Hannuna, T Burghardt, L Tao. Multiple Human Tracking in RGB-D Data: A Survey. IET Computer Vision. pp.33, ISSN: 1751-9632. December 2016. (DOI:10.1049/iet-cvi.2016.0178) • L Tao, T Burghardt, M Mirmehdi, D Damen, A Cooper, M Camplani, S Hannuna, A Paiment, I Craddock. Calorie Counter: RGB-Depth Visual Estimation of Energy Expenditure at Home. To Appear: Workshop on Assistive Vision at Asian Conference of Computer Vision (ACCV). November 2016. (Online PDF) • B Hughes, T Burghardt. Automated Visual Fin Identification of Individual Great White Sharks. International Journal of Computer Vision (IJCV) , pp. 1-16, ISSN:1573-1405, October 2016. (DOI:10.1007/s11263-016-0961-y), (Dataset FinsScholl2456) • S Hannuna, M Camplani, J Hall, M Mirmehdi, D Damen, T Burghardt, A Paiment, L Tao. DS-KCF: A real-time tracker for RGB-D data. Journal of Real-Time Image Processing. November 2016. (DOI 10.1007/s11554-016-0654-3) • J Hall, M Camplani, S Hannuna, M Mirmehdi, L Tao, D Damen, T Burghardt, A Paiment. Designing a Video Monitoring System for AAL applications: The SPHERE Case Study. IET International Conference on Technologies for Active and Assisted Living (TechAAL). October 2016. • L Tao, T Burghardt, M Mirmehdi, D Damen, A Cooper, M Camplani, S Hannuna, A Paiment, I Craddock. Real-time Estimation of Physical Activity Intensity for Daily Living. IET International Conference on Technologies for Active and Assisted Living (TechAAL). October 2016. • W Andrew, S Hannuna, N Campbell, T Burghardt. Automatic Individual Holstein Friesian Cattle Identification via Selective Local Coat Pattern Matching in RGB-D Imagery. IEEE International Conference on Image Processing (ICIP) , pp. 484-488, ISBN: 978-1-4673-9961-6, September 2016. (DOI:10.1109/ICIP.2016.7532404), (Dataset FriesianCattle2015) • L Tao, A Paiment, D Damen, M Mirmehdi, S Hannuna, M Camplani, T Burghardt, I Craddock. A Comparative Study of Pose Representation and Dynamics Modelling for Online Motion Quality Assessment. Computer Vision and Image Understanding , 148:136-152, Elsevier, May 2016. (DOI:10.1016/j.cviu.2015.11.016) • L Tao, T Burghardt, S Hannuna, M Camplani, A Paiement, D Damen, M Mirmehdi, I Craddock. A Comparative Home Activity Monitoring Study using Visual and Inertial Sensors. IEEE 17th International Conference on eHealth Networking, Applications and Services. pp.644-647, October 2015. (DOI:10.1109/HealthCom.2015.7454583), (Dataset SPHERE_H130) • D Gibson, T Burghardt, N Campbell, N Canagarajah. Towards Automating Visual In-Situ Monitoring of Crops Health . IEEE International Conference on Image Processing (ICIP) , pp. 3906 - 3910, September 2015. (DOI:10.1109/ICIP.2015.7351537) B Hughes, T Burghardt. Automated Identification of Individual Great White Sharks from Unrestricted Fin Imagery. 26th British Machine Vision Conference (BMVC) , pp. 92.1-92.14, ISBN 1-901725-53-7, BMVA Press, September 2015. (DOI:10.5244/C.29.92), (Dataset FinsScholl2456) • • M Camplani, S Hannuna, D Damen, M Mirmehdi, A Paiement, T Burghardt, L Tao. Robust Real-time RGB-D Tracking with Depth Scaling Kernelised Correlation Filters. 26th British Machine Vision Conference (BMVC) , pp. 145.1-145.11, ISBN 1-901725-53-7, BMVA Press, September 2015. (DOI:10.5244/C.29.145), (Code Download) • B Hughes, T Burghardt. Affinity Matting for Pixel-accurate Fin Shape Recovery from Great White Shark Imagery. Machine Vision of Animals and their Behaviour (MVAB), Workshop at BMVC , pages 8.1-8.8. BMVA Press, September 2015. (DOI:10.5244/CW.29.MVAB.8), (Dataset FinsScholl2456) • T Burghardt, D Damen, W Mayol-Cuevas, M Mirmehdi (editors). Correspondence, Matching and Recognition . International Journal of Computer Vision (IJCV) , Volume 113, Issue 3:161-162, ISSN 0920-5691, Springer, June 2015. (DOI:10.1007/s11263-015-0827-8) • P Woznowski, F Fafoutis, T Song, S Hannuna, M Camplani, L Tao, A Paiement, E Mellios, M Haghighi, N Zhu, G Hilton, D Damen, T Burghardt, M Mirmehdi, R Piechocki, D Kaleshi, I Craddock. A Multi-modal Sensor Infrastructure for Healthcare in Residential Environment . IEEE ICC Workshop on ICT-enabled Services and Technologies for eHealth and Ambient Assisted Living , 271-277, (DOI:10.1109/ICCW.2015.7247190), June 2015. L Palmer, T Burghardt. Contextual Saliency for Nonrigid Landmark Registration and Recognition of Natural Patterns . International Conference on Computer Vision Theory and Applications (VISAPP) , 403-410, ISBN: 978-989-758-089-5, March 2015. (DOI:10.5220/0005268604030410) • • H S Kuehl, T Burghardt. Fractal Representation and Recognition for Animal Biometrics: A Reply to Jovani et al . Trends in Ecology and Evolution, Vol 28 No 9, 500-501, September 2013. (DOI:10.1016/j.tree.2013.06.007) • T Burghardt, D Damen, W Mayol-Cuevas, M Mirmehdi (editors). Proceedings of the 24th British Machine Vision Conference, BMVC2013 . British Machine Vision Association (BMVA) , ISBN 1-901725-49-9, BMVA Press. September 2013. (BMVC 2013 Book of Abstracts, BMVC 2013 Website) • R C Sandwell, A Loos, T Burghardt. Synthesising Unseen Image Conditions to Enhance Classification Accuracy for Sparse Datasets: Applied to Chimpanzee Face Recognition. British Machine Vision Workshop (BMVW) , BMVA Press, September 2013. (BMVW: ISBN 1-901725-50-2) • H S Kuehl, T Burghardt. Animal Biometrics: Quantifying and Detecting Phenotypic Appearance . Trends in Ecology and Evolution , Vol 28 No 7, 432-441, July 2013. (DOI:10.1016/j.tree.2013.02.013)