20072020

Research output per year

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Research Output

2020

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)

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)
37 Downloads (Pure)

Multi-Modal Domain Adaptation for Fine-Grained Action Recognition

Munro, J. & Damen, D., 27 Feb 2020, (Accepted/In press) Computer vision and Pattern Recognition: CVPR 2020. Institute of Electrical and Electronics Engineers (IEEE)

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

10 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)

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
2019

Action Recognition from Single Timestamp Supervision in Untrimmed Videos

Moltisanti, D., Fidler, S. & Damen, D., 20 Jun 2019.

Research output: Contribution to conferenceConference Paper

Open Access
File
43 Downloads (Pure)

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)

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)

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)

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
257 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
3 Citations (Scopus)
24 Downloads (Pure)
Open Access
File
82 Downloads (Pure)

Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings

Wray, M., Larlus, D., Csurka, G. & Damen, D., 2 Nov 2019. 10 p.

Research output: Contribution to conferenceConference Paper

Open Access
File
122 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
116 Downloads (Pure)

Learning Discriminative Embeddings for Object Recognition on-the-fly

Lagunes Fortiz, M., Damen, D. & Mayol-Cuevas, W., 24 May 2019.

Research output: Contribution to conferenceConference Paper

Open Access
File
118 Downloads (Pure)

Learning Visual Actions Using Multiple Verb-Only Labels

Wray, M. & Damen, D., 12 Sep 2019. 14 p.

Research output: Contribution to conferenceConference Paper

Open Access
File
16 Downloads (Pure)

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)
199 Downloads (Pure)

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
26 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)

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
4 Citations (Scopus)
43 Downloads (Pure)

Weakly-Supervised Completion Moment Detection using Temporal Attention

Heidarivincheh, F., Mirmehdi, M. & Damen, D., 14 Aug 2019, (Accepted/In press) ICCV Workshop on Human Behaviour Understanding 2019. 9 p.

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

Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination

Doughty, H., Damen, D. & Mayol-Cuevas, W., Feb 2019, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2018): Proceedings of a meeting held 18-22 June 2018, Salt Lake City, Utah, USA. Institute of Electrical and Electronics Engineers (IEEE), p. 6057-6066 10 p. 8578732

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

Open Access
File
16 Citations (Scopus)
217 Downloads (Pure)
2018

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)

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)

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)

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
2 Citations (Scopus)
234 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)

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
108 Downloads (Pure)

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)
233 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
86 Citations (Scopus)
107 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)
235 Downloads (Pure)

Unsupervised Long-Term Routine Modelling Using Dynamic Bayesian Networks

Xu, Y., Bull, D. & Damen, D., Feb 2018, 2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2017): Proceedings of a meeting held 29 November - 1 December 2017, Sydney, Australia. Institute of Electrical and Electronics Engineers (IEEE), p. 46-53 7 p.

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

Open Access
File
1 Citation (Scopus)
250 Downloads (Pure)
2017

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)
283 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)

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)
281 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)

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
8 Citations (Scopus)
358 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

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)
274 Downloads (Pure)
2016

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)
439 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
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)

Beyond Action Recognition: Action Completion in RGB-D Data

Heidarivincheh, F., Mirmehdi, M. & Damen, D., 19 Sep 2016. 11 p.

Research output: Contribution to conferenceConference Paper

Open Access
File
240 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)
Open Access
File
148 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)

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)
279 Downloads (Pure)