20072020

Research output per year

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Research Output

Article (Academic Journal)

Cognitive Learning, Monitoring and Assistance of Industrial Workflows Using Egocentric Sensor Networks

Bleser, G., Damen (Aldamen), D., Behera, A., Hendeby, G., Mura, K., Miezal, M., Gee, A., Petersen, N., Maçães, G., Domingues, H., Gorecky, D., Almeida, L., Mayol-Cuevas, W., Calway, A., Cohn, A., Hogg, D. & Stricker, D., 30 Jun 2015, In : PLoS ONE. 10, 6, 41 p., e0127769.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
25 Citations (Scopus)
316 Downloads (Pure)

Depth-based Whole Body Photoplethysmography in Remote Pulmonary Function Testing

Soleimani, V., Mirmehdi, M., Damen, D., Camplani, M., Hannuna, S., Sharp, C. & Dodd, J., Jun 2018, In : IEEE Transactions on Biomedical Engineering. 65, 6, p. 1421-1431 11 p., 8186188.

Research output: Contribution to journalArticle (Academic Journal)

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

Detecting Carried Objects from Sequences of Walking Pedestrians

Damen, D. & Hogg, D., Jun 2012, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 34, 6, p. 1056-1067 11 p.

Research output: Contribution to journalArticle (Academic Journal)

23 Citations (Scopus)

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
8 Citations (Scopus)
477 Downloads (Pure)

Efficient and Robust Skeleton-Based Quality Assessment and Abnormality Detection in Human Action Performance

Elkholy, A., Hussein, M., Gomaa, W., Damen, D. & Saba, E., 11 Mar 2019, In : IEEE Journal of Biomedical and Health Informatics.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
264 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
4 Citations (Scopus)
293 Downloads (Pure)

Explaining Activities as Consistent Groups of Events: A Bayesian Framework using Attribute Multiset Grammars

Damen, D. & Hogg, D., May 2012, In : International Journal of Computer Vision. 98, 1, p. 83-102 14 p.

Research output: Contribution to journalArticle (Academic Journal)

8 Citations (Scopus)

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
17 Citations (Scopus)
541 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
29 Downloads (Pure)

Remote, depth-based lung function assessment

Soleimani, V., Mirmehdi, M., Damen, D., Dodd, J., Hannuna, S., Sharp, C., Camplani, M. & Viner, J., 15 Jul 2017, In : IEEE Transactions on Biomedical Engineering. 64, 8, p. 1943-1958 16 p.

Research output: Contribution to journalArticle (Academic Journal)

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

The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines

Damen, D., Doughty, H. R., Farinella, G. M., Fidler, S., Furnari, A., Kazakos, E., Moltisanti, D., Munro, J. P. N., Perrett, T., Price, W. & Wray, M., 25 Apr 2020, (Accepted/In press) In : IEEE Transactions on Pattern Analysis and Machine Intelligence.

Research output: Contribution to journalArticle (Academic Journal)

Open Access

Toward respiratory assessment using depth measurements from a time-of-flight sensor

Sharp, C., Soleimani, V., Hannuna, S., Camplani, M., Damen, D., Viner, J., Mirmehdi, M. & Dodd, J. W., 7 Feb 2017, In : Frontiers in Physiology. 8, 8 p., 65.

Research output: Contribution to journalArticle (Academic Journal)

Open Access
File
14 Citations (Scopus)
287 Downloads (Pure)
Chapter in a book

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

Commissioned report
Open Access
File
149 Downloads (Pure)
Conference Contribution (Conference Proceeding)

3D Data Acquisition and Registration using Two Opposing Kinects

Soleimani, V., Mirmehdi, M., Aldamen, D., Hannuna, S. & Camplani, M., 28 Oct 2016, 2016 International Conference on 3D Vision (3DV 2016): Conference Proceeding 25-28 October 2016, Stanford, CA, USA. Institute of Electrical and Electronics Engineers (IEEE), p. 128-137 10 p.

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

Open Access
File
6 Citations (Scopus)
451 Downloads (Pure)

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
307 Downloads (Pure)

Action Completion: A Temporal Model for Moment Detection

Heidarivincheh, F., Mirmehdi, M. & Damen, D., 3 Sep 2018, (Accepted/In press) British Machine Vision Conference 2018. British Machine Vision Association (BMVC Proceedings), 12 p.

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

Action Modifiers: Learning from Adverbs in Instructional Videos

Doughty, H. R., Laptev, I., Mayol-Cuevas, W. W. & Damen, D., 27 Feb 2020, (Accepted/In press) IEEE/CVF International Conference on Computer Vision and Pattern Recognition (CVPR) . Institute of Electrical and Electronics Engineers (IEEE), 12 p.

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

A fine-grained perspective onto object interactions from first-person views

Damen, D., 25 Feb 2019, VISIGRAPP 2019 - Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Kerren, A., Hurter, C. & Braz, J. (eds.). SciTePress, p. 11-13 3 p. (Advances in Intelligent Systems & Computing).

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

Open Access
File
8 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)
389 Downloads (Pure)

Associating People Dropping off and Picking up Objects

Damen, D. & Hogg, D., 2007, British Machine Vision Conference (BMVC).

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

6 Citations (Scopus)

Attribute Multiset Grammars for Global Explanations of Activities

Damen, D. & Hogg, D., 2009, Proceedings of the British Machine Vision Conference 2009.

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

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

Automated capture and delivery of assistive task guidance with an eyewear computer: the GlaciAR system

Leelasawassuk, T., Damen, D. & Mayol-Cuevas, W., 18 Mar 2017, AH'17: Proceedings of the 8th Augmented Human International Conference. Association for Computing Machinery (ACM), 9 p. 16

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

Open Access
File
2 Citations (Scopus)
289 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)
235 Downloads (Pure)

DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition

Perrett, T. & Damen, D., 9 Jan 2020, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Institute of Electrical and Electronics Engineers (IEEE), 10 p. (Conference on Computer Vision and Pattern Recognition (CVPR)).

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

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

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)

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)
314 Downloads (Pure)

Detecting and Localising Multiple 3D Objects: A Fast and Scalable Approach

Damen, D., Gee, A., Mayol-Cuevas, W. W. & Calway, A. D., Oct 2011, IEEE IROS Workshop on Active Semantic Perception and Object Search in the Real World (ASP-AVS-11). Institute of Electrical and Electronics Engineers (IEEE)

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

Open Access
File
176 Downloads (Pure)

Detecting Carried Objects in Short Video Sequences

Damen, D. & Hogg, D., 2008, European Conference on Computer Vision (ECCV). Springer Verlag, Vol. 3. p. 154 167 p.

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

21 Citations (Scopus)

Egocentric Real-time Workspace Monitoring using an RGB-D Camera

Damen, D., Gee, A., Mayol-Cuevas, W. W. & Calway, A. D., Oct 2012, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). p. 1029-1036 8 p.

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

Open Access
File
22 Citations (Scopus)
338 Downloads (Pure)

EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition

Kazakos, V., Nagrani, A., Zisserman, A. & Damen, D., 2 Nov 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV). 10 p. (2019 IEEE/CVF International Conference on Computer Vision (ICCV)).

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

Open Access
File
4 Citations (Scopus)
32 Downloads (Pure)

Hotspots detection for machine operation in egocentric vision

Chen, L., Kondo, K., Nakamura, Y., Damen, D. & Mayol-Cuevas, W., 20 Jul 2017, 2017 15th IAPR International Conference on Machine Vision Applications (MVA). Institute of Electrical and Electronics Engineers (IEEE), 4 p.

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

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

Hotspots Integrating of Expert and Beginner Experiences of Machine Operations through Egocentric Vision

Chen, L., Nakamura, Y., Kondo, K., Aldamen, D. & Mayol-Cuevas, W., 11 Jul 2019, International Conference on Machine Vision Applications . Institute of Electrical and Electronics Engineers (IEEE), 6 p. 18820914

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

Open Access
File
130 Downloads (Pure)

Instance-level Object Recognition Using Deep Temporal Coherence

Lagunes Fortiz, M., Damen, D. & Mayol-Cuevas, W., 8 Nov 2018, Advances in Visual Computing: 13th International Symposium, ISVC 2018, Las Vegas, NV, USA, November 19 – 21, 2018, Proceedings. Springer, Cham, p. 274-285 12 p. (Lecture Notes in Computer Science; vol. 11241).

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

Open Access
File
122 Downloads (Pure)

Integrating 3D object detection, modelling and tracking on a mobile phone

Bunnun, P., Damen, D., Calway, A. & Mayol-Cuevas, W., 2012, Mixed and Augmented Reality (ISMAR), 2012 IEEE International Symposium on. p. 273-274 2 p.

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

6 Citations (Scopus)

Interactive image-based model building for handheld devices

Bunnun, P., Dima, A., Subramanian, S. & Mayol-Cuevas, W., 2010, ISMAR workshop on Augmented Reality Super Models .

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

Markerless Active Trunk Shape Modelling for Motion Tolerant Remote Respiratory Assessment

Soleimani, V., Mirmehdi, M., Damen, D. & Dodd, J., Feb 2019, 2018 25th IEEE International Conference on Image Processing (ICIP 2018): Proceedings of a meeting held 7-10 October 2018, Athens, Greece. Institute of Electrical and Electronics Engineers (IEEE), p. 2077-2081 5 p.

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

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

Multi-Modal Domain Adaptation for Fine-Grained Action Recognition

Munro, J. & Damen, D., 5 Aug 2020, Computer vision and Pattern Recognition: CVPR 2020. Institute of Electrical and Electronics Engineers (IEEE), p. 119-129 11 p. (Conference on Computer Vision and Pattern Recognition (CVPR)).

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

Open Access
File
18 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
253 Downloads (Pure)

Real-time Learning and Detection of 3D Texture-less Objects: A Scalable Approach

Damen, D., Bunnun, P., Calway, A. D. & Mayol-Cuevas, W. W., 1 Sep 2012, British Machine Vision Conference. 2012: BMVA, p. 23.1-23.12 12 p.

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

Open Access
File
50 Citations (Scopus)
571 Downloads (Pure)

Recognizing Linked Events: Searching the Space of Feasible Explanations. Computer Vision and Pattern Recognition

Damen, D. & Hogg, D., Jun 2009, Computer Vision and Pattern Recognition (CVPR).

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

Recurrent Assistance: Cross-Dataset Training of LSTMs on Kitchen Tasks

Perrett, T. & Damen, D., Feb 2018, 2017 IEEE International Conference of Computer Vision Workshop (ICCVW 2017): Proceedings of a meeting held 22-29 October 2017, Venice, Italy. Institute of Electrical and Electronics Engineers (IEEE), p. 1354-1362 9 p.

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

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

Remote Pulmonary Function Testing using a Depth Sensor

Soleimani, V., Mirmehdi, M., Aldamen, D., Hannuna, S., Camplani, M., Viner, J. & Dodd, J., 24 Oct 2015, 2015 IEEE Conference on Biomedical Circuits and Systems: Proceedings of IEEE/CAS-EMB Biomedical Circuits and Systems Conference (BioCAS) 22-24 October 2015, Atlanta, USA. Institute of Electrical and Electronics Engineers (IEEE), p. 1-4 4 p.

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

7 Citations (Scopus)

Retro-Actions: Learning ‘Close’ by Time-Reversing ‘Open’ Videos

Damen, D. & Price, W., 2 Nov 2019, IEEE/CVF International Conference on Computer Vision (ICCV) 2019. 10 p.

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

Open Access
File
29 Downloads (Pure)

Scaling Egocentric Vision: The EPIC-KITCHENS Dataset

Damen, D., Doughty, H., Farinella, G., Fidler, S., Furnari, A., Kazakos, V., Moltisanti, D., Munro, J., Perrett, T. & Wray, M., 6 Oct 2018, Computer Vision – ECCV 2018: 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part IV. Springer, Cham, p. 753-771 19 p. (Lecture Notes in Computer Science; vol. 11208).

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

Open Access
File
95 Citations (Scopus)
122 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
57 Downloads (Pure)

SEMBED: Semantic Embedding of Egocentric Action Videos

Wray, M., Moltisanti, D., Mayol-Cuevas, W. & Damen, D., 18 Sep 2016, Computer Vision – ECCV 2016 Workshops: Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part I. Hua, G. & Jégou, H. (eds.). Springer, p. 532-545 14 p. (Lecture Notes in Computer Science; vol. 9913).

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

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

The Pros and Cons: Rank-aware Temporal Attention for Skill Determination in Long Videos

Doughty, H., Mayol-Cuevas, W. & Damen, D., 11 Mar 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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

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

TRAFFIC DATA AS PROXY OF BUSINESS DOWNTIME AFTER NATURAL DISASTERS: THE CASE OF KATHMANDU

De Luca, F., Damen, D., Kurton, J., Wray, M., Pokhrel, R. & Werner, M., 1 Dec 2018, 11th National Conference on Earthquake Engineering 2018 (11NCEE): Integrating Science, Engineering, & Policy: Proceedings of a meeting held 25-29 June 2018, Los Angeles, California, USA.. Earthquake Engineering Research Institute (EERI), Vol. 9. p. 5595-5605 11 p. 1287

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

Open Access
File
37 Downloads (Pure)

Trespassing the Boundaries: Labeling Temporal Bounds for Object Interactions in Egocentric Video

Moltisanti, D., Wray, M., Mayol-Cuevas, W. & Damen, D., Feb 2018, 2017 International Conference on Computer Vision (ICCV 2017): Proceedings of a meeting held 22-29 October 2017, Venice, Italy. Institute of Electrical and Electronics Engineers (IEEE), p. 2905-2913 9 p.

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

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