Dima Damen

Associate Professor (Reader) at the Department of Computer Science |
Visual Information Laboratory | University of Bristol

Publications

Can also be found on Google Scholar

Arxiv

(2019) W Price, D Damen. An Evaluation of Action Recognition Models on EPIC-Kitchens. Arxiv | Github | PDF

2019

(2019) M Wray, G Csurka, D Larlus, D Damen. Fine-Grained Action Retrieval through Multiple Parts-of-Speech Embeddings. International Conference on Computer Vision (ICCV). Arxiv prepring | PDF | Video | Project Details

(2019) E Kazakos, A Nagrani, A Zisserman, D Damen. EPIC-Fusion: Audio-Visual Temporal Binding for Egocentric Action Recognition. International Conference on Computer Vision (ICCV). [preprint soon]

(2019) M Wray, D Damen. Learning Visual Actions Using Multiple Verb-Only Labels. British Machine Vision Conference (BMVC). Arxiv Preprint | PDF | Video | Project Details

(2019) T Perrett, D Damen. DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition. Computer Vision and Pattern Recognition (CVPR). Prepring | Arxiv | Video | Project Details

(2019) D Moltisanti, S Fidler, D Damen. Action Recognition from Single Timestamp Supervision in Untrimmed Videos. Computer Vision and Pattern Recognition (CVPR).Project Details | PDF (preprint) | Arxiv | Code

(2019) H Doughty, W Mayol-Cuevas, D Damen. The Pros and Cons: Rank-aware Temporal Attention for Skill Determination in Long Videos. Computer Vision and Pattern Recognition (CVPR). arxiv | Project Details

(2019) M Lagunes-Fortiz, W Mayol-Cuevas, D Damen. Learning Discriminative Embeddings for Object Recognition on-the-fly. International Conference on Robotics and Automation (ICRA) PDF (preprint)

(2019) L Chen, Y Nakamura, K Kondo, D Damen, W Mayol-Cuevas. Hotspots Integrating of Expert and Beginner Experiences of Machine OperatiFons through Egocentric Vision. Machine Vision and Applications (MVA).

(2019) A Elkholy, M Hussein, W Gomaa, D Damen, E Saba. Efficient and Robust Skeleton-Based Quality Assessment and Abnormality Detection in Human Action Performance. IEEE Journal of Biomedical and Health Informatics PDF (Early Access)

(2019) A Masullo,T Burghardt, T Perrett, D Damen, Majid Mirmehdi. Sit-to-Stand Analysis in the Wild using Silhouettes for Longitudinal Health Monitoring. International Conference on Image Analysis and Recognition (ICIAR). [preprint soon]

(2019) B Sullivan, H Doughty, W Mayol-Cuevas, D Damen, C Ludwig, I Gilchrist. [ABSTRACT:] Detecting Uncertainty While Assembling a Camping Tent. European Conference on Visual Perception (ECVP).

2018

(2018) D Damen, H Doughty, GM Farinella, S Fidler, A Furnari, E Kazakos, D Moltisanti, J Munro, T Perrett, W Price, M Wray. Scaling Egocentric Vision: The EPIC-KITCHENS Dataset. European Conference on Computer Vision (ECCV). arxiv | CVF PDF | Dataset | Project Page

(2018) F Heidarivincheh, M Mirmehdi, D Damen. Action Completion: A Temporal Model for Moment Detection. British Machine Vision Conference (BMVC). Arxiv | Dataset | Project Page

(2018) A Masullo, T Burghardt, D Damen, S Hannuna, V Ponce-López, M Mirmehdi. CaloriNet: From silhouettes to calorie estimation in private environments. British Machine Vision Conference (BMVC). Arxiv

(2018) H Doughty, D Damen, W Mayol-Cuevas. Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination. Computer Vision and Pattern Recognition (CVPR). arxiv | Project Page | Dataset

(2018) Y Xu, D Damen. Human Routine Change Detection using Bayesian Modelling. International Conference on Pattern Recognition (ICPR) Preprint | Project Page

(2018) M. Lagunes-Fortiz, D Damen, W Mayol-Cuevas. Instance-level Object Recognition on Video Data using Deep Temporal Coherence. International Symposium on Visual Computing (ISVC).

(2018) V Soleimani, M Mirmehdi, D Damen, J Dodd. Markerless Active Trunk Shape Modelling for Motioin Tolerant Remote Respiratory Assessment. International Conference on Image Processing (ICIP).

(2018) V Soleimani, M Mirmehdi, D Damen, James Dodd, Massimo Camplani, Sion Hannuna, Charlie Sharp, Jason Viner. Depth-based Whole Body Photoplethysmography in Remote Pulmonary Function Testing. IEEE Transactions on Biomedical Engineering, vol 65(6), pp 1421 - 1431.

(2018) L Tao, T Burghardt, M Mirmehdi, D Damen, Ashley Cooper, Sion Hannuna, Massimo Camplani, Adeline Paiment, I Craddock. Energy Expenditure Estimation using Visual and Intertial Sensors. IET Computer Vision vol 12 (1) pp 36 - 47

2017

(2017) D Moltisanti, M Wray, W Mayol-Cuevas, D Damen. Trespassing the Boundaries: Labeling Temporal Bounds for Object Interactions in Egocentric Video. International Conference on Computer Vision (ICCV). pdf (camera ready) | arxiv | Project Page | video

(2017) T Perrett, D Damen. Recurrent Assistance: Cross-Dataset Training of LSTMs on Kitchen Tasks. Fifth Int. Workshop on Assistive Computer Vision and Robotics (ACVR). International Conference on Computer Vision Workshops (ICCVW). pdf (camera ready)

(2017) R Layne, S Hannuna, M Camplani, J Hall, T Hospedales, T Xiang, M Mirmehdi, D Damen. A Dataset for Persistent Multi-Target Multi-Camera Tracking in RGB-D. IEEE Computer Vision and Pattern Recognition Workshops (CVPRW) pdf

(2017) V Soleimani, M Mirmehdi, D Damen, S Hannuna, M Camplani. Remote, Depth-based Lung Function Assessment. IEEE Transactions on Biomedical Engineering, vol 64(8) pp 1943 - 1958 pdf

(2017) C Sharp, V Soleimani, S Hannuna, M Camplani, D Damen, J Viner, M Mirmehdi, and J Dodd. Toward Respiratory Assessment Using Depth Measurements from a Time-of-Flight Sensor. Fronteirs in Physiology 8:65. pdf

(2017) M Camplani, A Paiement, M Mirmehdi , D Damen, S Hannuna, T Burghardt, L Tao. Multiple human tracking in RGB-depth data: a survey. IET Computer Vision, vol 11 (4) pp 265-285 pdf | ArXiv

(2017) T Leelasawassuk, D Damen, W Mayol-Cuevas. Automated capture and delivery of assistive task guidance with an eyewear computer: The GlaciAR system. Augmented Human. pdf | ArXiv | video

(2017) Y Xu, D Bull, D Damen. Unsupervised Long-Term Routine Modelling using Dynamic Bayesian Networks. IEEE Int Conf on Digital Image Computing Technologies and Applications (DICTA). PDF

(2017) L Chen, K Kondo, Y Nakamura, D Damen, W Mayol-Cuevas. Hotspots Detection for Machine Operation in Egocentric Vision. Machine Vision Applications (MVA) pdf (TBA), video

(2017) S Audrey, U Leonard, D Damen, Shared Use Routes for People Who Walk or Cycle: Addressing the Challenges. International Conference for Transport and Health, vol 5, pp 57-58 (abstract)

(2017) A Elkholy, M Hussein, W Gomaa, Dima Damen, Emmanuel Saba. A general descriptor for detecting abnormal action performance from skeletal data. IEEE Engineering in Medicine and Biology Society (EMBC). pdf

2016

(2016) D Damen, T Leelasawassuk, W Mayol-Cuevas. You-Do, I-Learn: Egocentric Unsupervised Discovery of Objects and their Modes of Interaction Towards Video-Based Guidance. Computer Vision and Image Understanding (CVIU), vol 149 pp 98-112 August 2016. [pdf | arxiv preprint]

(2016) 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 (CVIU), vol 148 pp 136-152 July 2016. [pdf | Preprint]

(2016) F Heidarivincheh, M Mirmehdi, D Damen. Beyond Action Recognition: Action Completion in RGB-D Data. British Machine Vision Conference (BMVC). pdf | abstract | video | project | dataset

(2016) V Soleimani, M Mirmehdi, D Damen, S Hannuna, M Camplani. 3D Data Acquisition and Registration using Two Opposing Kinects. 3D Vision (3DV). pdf | code

(2016) M Wray, D Moltisanti, W Mayol-Cuevas, D Damen. SEMBED: Semantic Embedding of Egocentric Action Videos. First International Workshop on Egocentric Percetion, Interaction and Computing (EPIC). European Conference on Computer Vision Workshops (ECCVW). pdf | supplementary | video | dataset | project

(2016) L Tao, T Burghardt, S Hannuna, M Camplani, A Paiement, D Damen, M Mirmehdi, I Craddock. Calorie Counter: RGB-Depth Visual Estimation of Energy Expenditure at Home. 13th Asian Conference on Computer Vision (ACCV 2016) Workshop on Assistive Vision. ArXiv | project

2015

(2015) G Bleser, D Damen, A Behera, G Hendeby, K Mura, M Miezal, A Gee, N Petersen, G Macaes, H Domingues, D Gorecky, L Almeida, W Mayol-Cuevas, A Calway, A Cohn, D Hogg, D Stricker. Cognitive Learning, Monitoring and Assistance of Industrial Workflows Using Egocentric Sensor Networks. PLOS ONE, 30 June 2015. pdf

(2015) M Camplani, S Hannuna, M Mirmehdi, D Damen, L Tao, T Burghardt, A Paiement. Real-time RGB-D Tracking with Depth Scaling Kernelised Correlation Filters and Occlusion Handling. British Machine Vision Conference (BMVC). pdf | abstract | code | project

(2015) T Leelasawassuk, D Damen, W Mayol-Cuevas. Estimating Visual Attention from a Head Mounted IMU. International Symposium on Wearable Computers (ISWC). pdf video

(2015) V Soleimani, M Mirmehdi, D Damen, S Hannuna, M Camplani, J Vinery, J Boddy. Remote Pulmonary Function Testing using a Depth Sensor. IEEE/CAS-EMB Biomedical Circuits and Systems Conference (BioCAS). pdf | video

(2015) Y Xu, D Bull, D Damen. Unsupervised Daily Routine Modelling from a Depth Sensor using Bottom-Up and Top-Down Hierarchies. Asian Conference on Pattern Recognition (ACPR). pdf

(2015) T Hodan, D Damen, W Mayol-Cuvas, J Matas. Efficient Texture-less Object Detection for Augmented Reality Guidance. Workshop on Visual Recognition and Retrieval for Mixed and Augmented Reality. IEEE Int. Symposium on Mixed and Augmented Reality (ISMAR) Workshop. pdf

(2015) L Tao, T Burghardt, S Hannuna, M Camplani, A Paiment, D Damen, M Mirmehdi, I Craddock. A Comparative Home Activity Monitoring Study using Visual and Inertial Sensors. IEEE Int. Conf. on e-Health Networking, Applications and Services (Healthcom)

(2015) P Woznowski, X 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 a Residential Environment. IEEE ICC Workshop on ICT-enabled services and technologies for eHealth and Ambient Assisted Living

2014

(2014) D Damen, T Leelasawassuk, O Haines, A Calway, W Mayol-Cuevas. You-Do, I-Learn: Discovering Task Relevant Objects and their Modes of Interaction from Multi-User Egocentric Video. British Machine Vision Conference (BMVC), Nottingham, UK. pdf | abstract | video | dataset | project

(2014) A Paiment, L Tao, S Hannuna, M Camplani, D Damen, M Mirmehdi. Online quality assessment of human movement from skeleton data. British Machine Vision Conference (BMVC), Nottingham, UK. pdf | abstract | project and datasets

(2014) D Damen, O Haines, T Leelasawassuk, A Calway, W Mayol-Cuevas. Multi-user egocentric Online System for Unsupervised Assistance on Object Usage. Computer Vision - ECCV 2014 Workshops Proceedings - Part III, p. 481-492, Zurich, Switzerland. preprint

2012

(2012) D Damen, D Hogg. Detecting Carried Objects from Sequences of Walking Pedestrians. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) vol 34 (6) pp 1056-1067 pdf | project | video

(2012) D Damen, D Hogg. Explaining Activities as Consistent Groups of Events - A Bayesian Framework using Attribute Multiset Grammars. International Journal of Computer Vision (IJCV) vol 98 (1) pp 83-102. pdf | project

(2012) D Damen, P Bunnun, A Calway, W Mayol-Cuevas. Real-time Learning and Detection of 3D Texture-less Objects: A Scalable Approach. British Machine Vision Conference (BMVC) pdf | abstract | poster | code [*Best Poster Prize*]

(2012) D Damen, A Gee, W Mayol-Cuevas, A Calway. Egocentric Real-time Workspace Monitoring using an RGB-D Camera. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) pdf

(2012) P Bunnun, D Damen, A Calway, W Mayol-Cuevas. Integrating 3D Object Detection, Modelling and Tracking on a Mobile Phone. International Symposium on Mixed and Augmented Reality (ISMAR)

2011

(2011) D Damen, A Gee, A Calway, W Mayol-Cuevas. Detecting and Localising Multiple 3D Objects: A Fast and Scalable Approach. IROS Workshop on Active Semantic Perception and Object Search in the Real World (ASP-AVS-11) pdf

2010

(2010) P Bunnun, D Damen, S Subramanian, W Mayol-Cuevas. Interactive Image-Based Model Building for Handheld Devices. ISMAR Workshop on Augmented Reality Super Models pdf

2009

(2009) D Damen, D Hogg. Attribute Multiset Grammars for Global Explanations of Activities. British Machine Vision Conference (BMVC). pdf | abstract

(2009) D Damen, D Hogg. Recognizing Linked Events: Searching the Space of Feasible Explanations. Computer Vision and Pattern Recognition (CVPR) pdf | poster

2008

(2008) D Damen, D Hogg. Detecting Carried Objects in Short Video Sequences. European Conference on Computer Vision (ECCV) Springer-Verlag. 3,154-167 pdf poster demo

2007

(2007) D Damen, D Hogg. Associating People Dropping off and Picking up Objects. British Machine Vision Conference (BMVC). pdf Oral Presentation

(2007) D Damen, D Hogg. Bicycle Theft Detection. International Crime Science Conference. (CS2) pdf Oral Presentation

(2007) D Damen, D Hogg. Bicycle Theft Detection - How to deal with visual uncertainties. Make Some Noise (Faculty of Engineering Postgraduate Research Symposium). Faculty of Engineering, University of Leeds

Technical Reports

(2016) S Gunner, D Damen. Potential Computer Vision Technologies for Monitoring Shared Spaces (Bristol Case Study). Commissioned by the Cabot Institute, University of Bristol Technical Reports

(2013) G Bleser, L Almeida, A Behera, A Calway, A Cohn, D Damen, H Domingues, A Gee, D Gorecky, D Hogg, M Kraly, G Macaes, F Marin, W Mayol-Cuevas, M Miezal, K Mura, N Petersen, N Vignais, L Paulo Santos, G Spaas, D Stricker. Cognitive Workflow Capturing and Rendering with On- Body Sensor Networks (COGNITO). German Research Center for Artificial Intelligence, DFKI Research Reports (RR), Vol. 13-02.

Editorial Work

Editors: Nalpantidis, Lazaros and Detry, Renaud and Damen, Dima and Bleser, Gabriele and Cakmak, Maya and Suphi Erden, Mustafa. Cognitive Robotics Systems: Concepts and Applications. Journal of Intelligent & Robotic Systems (June 2015). DOI: 10.1007/s10846-015-0244-9

Editors: Burghardt, Tilo and Damen, Dima and Mayol-Cuevas, Walterio and Mirmehdi, Majid. Correspondence, Matching and Recognition. International Journal of Computer Vision - Special Issue (May 2015) DOI:10.1007/s11263-015-0827-8

Editors: Burghardt, Tilo and Damen, Dima and Mayol-Cuevas, Walterio and Mirmehdi, Majid. Proceedings of the British Machine Vision Conference 2013. British Machine Vision Association (Bristol, September 2013).

Book Chapters

(2016) Woznowski et al. SPHERE: A Sensor Platform for Healthcare in a Residential Environment. Designing, Developing, and Facilitating Smart Cities. pdf

Theses

(2009) Activity Analysis: Finding Explanations for Sets of Events. PhD Thesis. University of Leeds pdf (6MB)

(2003) Visual Signature for Large Scale Tracking. MSc Thesis. University of Leeds pdf