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Research Output

2020

Aerial Animal Biometrics: Individual Friesian Cattle Recovery and Visual Identification via an Autonomous UAV with Onboard Deep Inference

Andrew, W., Greatwood, C. & Burghardt, T., 27 Jan 2020, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). Institute of Electrical and Electronics Engineers (IEEE), 7 p. (IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
182 Downloads (Pure)

Person Re-ID by Fusion of Video Silhouettes and Wearable Signals for Home Monitoring Applications

Masullo, A., Burghardt, T., Damen, D., Perrett, T. & Mirmehdi, M., 1 May 2020, In : Sensors. 20, 9, 20 p., 2576.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
20 Downloads (Pure)
2019

Deep Compact Person Re-Identification with Distractor Synthesis via Guided DC-GANs

Ponce Lopez, V., Burghardt, T., Sun, Y., Hannuna, S., Aldamen, D. & Mirmehdi, M., 2 Sep 2019, International Conference on Image Analysis and Processing: Lecture Notes in Computer Science. Springer, Vol. 11751. p. 488-498 11 p. (Lecture Notes in Computer Science; vol. 11751).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

DeepKey: Towards End-to-End Physical Key Replication From a Single Photograph

Smith, R. & Burghardt, T., 14 Feb 2019, Pattern Recognition: 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings. Brox, T., Bruhn, A. & Fritz, M. (eds.). Springer, Cham, p. 487-502 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11269 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

1 Downloads (Pure)

Deep Learning for Exploration and Recovery of Uncharted and Dynamic Targets from UAV-like Vision

Andrew, W., Greatwood, C. & Burghardt, T., Jan 2019, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2018). Institute of Electrical and Electronics Engineers (IEEE), p. 1124-1131 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
2 Citations (Scopus)
379 Downloads (Pure)

DS-KCF: a real-time tracker for RGB-D data

Hannuna, S., Camplani, M., Hall, J., Mirmehdi, M., Damen, D., Burghardt, T., Paiement, A. & Tao, L., 1 Oct 2019, In : Journal of Real-Time Image Processing. 16, p. 1439-1458 20 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
7 Citations (Scopus)
470 Downloads (Pure)
Open Access
File
40 Downloads (Pure)

Semantically Selective Augmentation for Deep Compact Person Re-Identification

Ponce-López, V., Burghardt, T., Hannunna, S., Damen, D., Masullo, A. & Mirmehdi, M., 29 Jan 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Roth, S. & Leal-Taixé, L. (eds.). Springer Verlag, Vol. 11130. p. 551-561 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11130 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
50 Downloads (Pure)
Open Access
1 Citation (Scopus)
2018

A Guide to the SPHERE 100 Homes Study Dataset

Elsts, A., Burghardt, T., Byrne, D., Camplani, M., Damen, D., Fafoutis, X., Hannuna, S., Harwin, W., Holmes, M., Janko, B., Ponce Lopez, V., Masullo, A., Mirmehdi, M., Oikonomou, G., Piechocki, R., Sherratt, S., Tonkin, E. L., Twomey, N., Vafeas, A., Woznowski, P. R. & 1 others, Craddock, I., 31 Oct 2018, (Unpublished) 38 p.

Research output: Working paperWorking paper and Preprints

File
23 Downloads (Pure)

Calorific expenditure estimation using deep convolutional network features

Wang, B., Tao, L., Burghardt, T. & Mirmehdi, M., 26 Apr 2018, Proceedings of the IEEE Winter Conference on Applications of Computer Vision 2018 (WACV18). Institute of Electrical and Electronics Engineers (IEEE)

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
1 Citation (Scopus)
216 Downloads (Pure)

CaloriNet: From silhouettes to calorie estimation in private environments

Masullo, A., Burghardt, T., Damen, D., Hannuna, S., Ponce Lopez, V. & Mirmehdi, M., 20 Jul 2018. 14 p.

Research output: Contribution to conferenceConference Paper

Open Access
File
37 Downloads (Pure)

Energy expenditure estimation using visual and inertial sensors

Tao, L., Burghardt, T., Mirmehdi, M., Damen, D., Cooper, A., Camplani, M., Hannuna, S., Paiement, A. & Craddock, I., 1 Feb 2018, In : IET Computer VIsion. 12, 1, p. 36-47 12 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
3 Citations (Scopus)
286 Downloads (Pure)

Guest Editorial: Computer vision for animal biometrics

Burghardt, T., Fisher, R. B. & Ravela, S., 1 Mar 2018, In : IET Computer VIsion. 12, 2, p. 119-120 2 p.

Research output: Contribution to journalEditorial (Academic Journal)

Open Access

Towards Automated Visual Monitoring of Individual Gorillas in the Wild

Brust, CA., Burghardt, T., Groenenberg, M., Kaeding, C., Kuehl, HS., Manguette, M. & Denzler, J., Feb 2018, 2017 IEEE International Conference of Computer Vision Workshop (ICCVW 2017). Institute of Electrical and Electronics Engineers (IEEE), p. 2820-2830 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
17 Citations (Scopus)
232 Downloads (Pure)

Visual Localisation and Individual Identification of Holstein Friesian Cattle via Deep Learning

Andrew, W., Greatwood, C. & Burghardt, T., Feb 2018, 2017 IEEE International Conference of Computer Vision Workshop (ICCVW 2017). Institute of Electrical and Electronics Engineers (IEEE), p. 2850-2859 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
18 Citations (Scopus)
412 Downloads (Pure)
2017

Automated face detection for occurrence and occupancy estimation in chimpanzees

Crunchant, A. S., Egerer, M., Loos, A., Burghardt, T., Zuberbühler, K., Corogenes, K., Leinert, V., Kulik, L. & Kühl, H. S., Mar 2017, In : American Journal of Primatology. 79, 3, 12 p., e22627.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
8 Citations (Scopus)
193 Downloads (Pure)

Automated Visual Fin Identification of Individual Great White Sharks

Hughes, B. J. & Burghardt, T., May 2017, In : International Journal of Computer Vision. 122, 3, p. 542–557 16 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
12 Citations (Scopus)
301 Downloads (Pure)

Automatic individual holstein friesian cattle identification via selective local coat pattern matching in RGB-D imagery

Andrew, W., Hannuna, S. L., Campbell, N. W. & Burghardt, T., Mar 2017, 2016 IEEE International Conference on Image Process (ICIP 2016): Proceedings of a meeting held 25-29 September 2016, Phoenix, AZ, USA. Institute of Electrical and Electronics Engineers (IEEE), p. 484-488 5 p. (Proceedings of the IEEE International Conference on Image Processing (ICIP)).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
9 Citations (Scopus)
431 Downloads (Pure)

Calorie counter: RGB-depth visual estimation of energy expenditure at home

Tao, L., Burghardt, T., Mirmehdi, M., Damen, D., Cooper, A., Hannuna, S., Camplani, M., Paiement, A. & Craddock, I., 15 Mar 2017, Computer Vision - ACCV 2016 Workshops: ACCV 2016 International Workshops, Revised Selected Papers. Springer-Verlag Berlin, p. 239-251 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10116 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
7 Citations (Scopus)
224 Downloads (Pure)

Multiple human tracking in RGB-depth data: a survey

Camplani, M., Paiement, A., Mirmehdi, M., Damen, D., Hannuna, S., Burghardt, T. & Tao, L., Jun 2017, In : IET Computer VIsion. 11, 4, p. 265-285 21 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
16 Citations (Scopus)
537 Downloads (Pure)

SPHERE: A sensor platform for healthcare in a residential environment

Woznowski, P. R., Burrows, A., Diethe, T., Fafoutis, X., Hall, J., Hannuna, S., Camplani, M., Twomey, N., Kozlowski, M., Tan, B., Zhu, N., Elsts, A., Vafeas, A., Paiement, A., Tao, L., Mirmehdi, M., Burghardt, T., Damen, D., Flach, P., Piechocki, R. & 2 others, Craddock, I. & Oikonomou, G., 2017, Designing, Developing, and Facilitating Smart Cities: Urban Design to IoT Solutions. Angelakis, V., Tragos, E., Pöhls, H. C., Kapovits, A. & Bassi, A. (eds.). Springer, p. 315-333 19 p.

Research output: Chapter in Book/Report/Conference proceedingChapter in a book

2016

A comparative home activity monitoring study using visual and inertial sensors

Tao, L., Burghardt, T., Hannuna, S. L., Camplani, M., Paiement, A. T. M., Aldamen, D., Mirmehdi, M. & Craddock, I. J., Apr 2016, 2015 17th International Conference on E-health Networking, Application & Services (HealthCom 2015): Proceedings of a meeting held 14-17 October 2015, Boston, MA, USA. Institute of Electrical and Electronics Engineers (IEEE), p. 644-647 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
299 Downloads (Pure)

A comparative study of pose representation and dynamics modelling for online motion quality assessment

Tao, L., Paiement, A., Aldamen, D., Mirmehdi, M., Hannuna, S., Camplani, M., Burghardt, T. & Craddock, I., 1 Jul 2016, In : Computer Vision and Image Understanding. 148, p. 136-152 17 p.

Research output: Contribution to journalSpecial issue (Academic Journal)

Open Access
File
34 Citations (Scopus)
348 Downloads (Pure)

Designing a video monitoring system for AAL applications: the SPHERE case study

Hall, J., Hannuna, S., Camplani, M., Mirmehdi, M., Aldamen, D., Burghardt, T., Tao, L., Paiement, A. & Craddock, I., Dec 2016, 2nd IET International Conference on Technologies for Active and Assisted Living (TechAAL 2016). Institute of Electrical and Electronics Engineers (IEEE), 6 p. 7801345

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
5 Citations (Scopus)
305 Downloads (Pure)

Real-time Estimation of Physical Activity Intensity for Daily Living

Tao, L., Burghardt, T., Mirmehdi, M., Aldamen, D., Cooper, A., Camplani, M., Hannuna, S., Paiement, A. & Craddock, I., 2016, 2nd IET International Conference on Technologies for Active and Assisted Living (TechAAL 2016). 4 ed. Institution of Engineering and Technology (IET), Vol. 2016. p. 11-16 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
241 Downloads (Pure)
2015

Affinity Matting for Pixel-accurate Fin Shape Recovery from Great White Shark Imagery

Hughes, B. & Burghardt, T., 2015, p. 8.1-8.8.

Research output: Contribution to conferenceConference Paper

Open Access
64 Downloads (Pure)

A multi-modal sensor infrastructure for healthcare in a residential environment

Woznowski, P., Fafoutis, X., Song, T., Hannuna, S., Camplani, M., Tao, L., Paiement, A., Mellios, E., Haghighi, M., Zhu, N., Hilton, G., Damen (Aldamen), D., Burghardt, T., Mirmehdi, M., Piechocki, R., Kaleshi, D. & Craddock, I., 14 Sep 2015, 2015 IEEE International Conference on Communication Workshop, ICCW 2015. Institute of Electrical and Electronics Engineers (IEEE), p. 271-277 7 p. 7247190. (ICCW).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
37 Citations (Scopus)
368 Downloads (Pure)

Automated Identification of Individual Great White Sharks from Unrestricted Fin Imagery

Hughes, B. J. & Burghardt, T., Sep 2015, Proceedings of the 26th British Machine Vision Conference (BMVC). British Machine Vision Association, p. 92.1-92.14 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Open Access
File
605 Downloads (Pure)

Contextual Saliency for Non-rigid Landmark Registration and Recognition of Structured Natural Patterns

Palmer, L. & Burghardt, T., 2015, Proceedings of the 10th International Conference on Computer Vision Theory and Applications.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Correspondence, Matching and Recognition

Burghardt, T., Damen (Aldamen), D., Mayol-Cuevas, W. & Mirmehdi, M., May 2015, In : International Journal of Computer Vision (IJCV). 113, 3

Research output: Contribution to journalEditorial (Academic Journal)

6 Citations (Scopus)

Real-time RGB-D Tracking with Depth Scaling Kernelised Correlation Filters and Occlusion Handling

Camplani, M., Hannuna, S., Mirmehdi, M., Damen (Aldamen), D., Tao, L., Burghardt, T. & Paiement, A., Sep 2015, p. 145.1-145.11. 11 p.

Research output: Contribution to conferenceConference Paper

132 Downloads (Pure)

Towards automating visual in-field monitoring of crop health

Gibson, D., Burghardt, T., Campbell, N. & Canagarajah, N., 27 Sep 2015, 2015 IEEE International Conference on Image Processing (ICIP 2015). Institute of Electrical and Electronics Engineers (IEEE), 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

4 Citations (Scopus)
57 Downloads (Pure)
2013

Animal Biometrics: quantifying and detecting phenotypic appearance

Kuehl, H. & Burghardt, T., 2013, In : Trends in Ecology and Evolution. 28, 7, p. 432-441

Research output: Contribution to journalArticle (Academic Journal)

75 Citations (Scopus)

Chimpanzee face detection: an automated system for images captured from natural environments

Sandwell, R. C. & Burghardt, T., 2013, 9th International Conference on Behaviour, Physiology and Genetics of Wildlife. Leibnitz Institute for Zoo and Wildlife Research

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

102 Downloads (Pure)

Fin-printing great white sharks Carcharodon carcharias: A fully automated computer vision system for the identification of individual animals

Hughes, B. J., Scholl, M., Cuthill, I. C. & Burghardt, T., 2013, (In preparation) 9th International Conference on Behaviour, Physiology and Genetics of Wildlife.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Fractal Representation and Recognition for Animal Biometrics

Kuehl, H. & Burghardt, T., 2013, In : Trends in Ecology and Evolution. 28, 9, p. 500-501

Research output: Contribution to journalLetter (Academic Journal)

Synthesising unseen image conditions to enhance classification accuracy for sparse datasets: applied to chimpanzee face recognition

Sandwell, R. C., Loos, A. & Burghardt, T., 2013, British Machine Vision Workshop (BMVW) 2013. Martinez-Carranza, J. (ed.). British Machine Vision Association, p. 1

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

121 Downloads (Pure)
2012
859 Downloads (Pure)

Visual Animal Biometrics – Applications and Challenges

Burghardt, T., 28 Nov 2012, p. 30, International Society for Knowledge Organization, Workshop on Images in Focus: Organizing Content for Use.

Research output: Contribution to conferenceOther Conference Contribution

2011

Crystal ID - Patent ID 1013432.8

Burghardt, T. & Barham, PJ., 2011, Patent No. 1013432.8

Research output: Patent

Finprinting Great White Sharks

Hughes, B. J. & Burghardt, T., 28 Oct 2011, p. 4, 15th Annual Scientific Conference of the European Elasmobranch Association (EEA).

Research output: Contribution to conferenceConference Poster

2010

Computer Vision Monitoring of African Penguins Spheniscus demersus: New Data on the Field Capacity from Robben Island

Sherley, R. B., Burghardt, T., Barham, P. J. & Cuthill, I. C., 2010, 7th International Penguin Conference (IPC2010) (in print).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Generic Phase Curl Localisation for an Individual Identification of Turing-patterned Animals

Burghardt, T. & Campbell, N., Aug 2010, VAIB 2010, held in conjunction with ICPR (20th International Conference in Pattern Recognition). p. 17-21 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Non-invasive Monitoring of Colonial Seabirds using Computer Vision: Scope and Limitations as Exemplified on African Penguins and Bank Cormorants

Sherley, R. B., Burghardt, T. & Barham, P. J., 2010, 1st World Seabird Conference (WSC2010) (in print).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

Spotting the difference: towards fully-automated population monitoring of African penguins Spheniscus demersus

Sherley, RB., Burghardt, T., Barham, PJ., Cuthill, IC. & Campbell, NW., 2010, In : Endangered Species Research. 11, 2, p. 101 - 111 12 p.

Research output: Contribution to journalArticle (Academic Journal)

37 Citations (Scopus)
2009

Towards Automated Visual Identification of Great Whites using Biometric Computer Vision

Ioannis, K. & Burghardt, T., 2009, International White Shark Symposium (IWSS).

Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

2008

Visual Animal Biometrics

Burghardt, T., 2008

Research output: Other contributionPhD thesis (not Bristol)