20072020

Research output per year

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Personal profile

Research interests

Artificial Intelligence, Computer Vision, Machine Learning, Activity Analysis, Action Recognition, First-Person Vision, Egocentric Vision, Video Analysis

Short Bio...

Reader (Associate Professor) in Computer Vision at the University of Bristol. Received her PhD from the University of Leeds (2009). Dima's research interests are in the automatic understanding of object interactions, actions and activities using static and wearable visual (and depth) sensors. Dima co-chaired BMVC 2013, is area chair for BMVC (2014-2017), associate editor of Pattern Recognition. In 2016, She was selected as a Nokia Research collaborator. Dima currently supervises 8 PhD students, and 3 postdoctoral researchers.

Awards and Fellowships

  • Outstanding Reviewer, ICCV, 2017
  • University Research Fellowship 2017/2018, University of Bristol, 2017
  • Nokia Research Collaborator, 2016
  • Outstanding Reviewer, IEEE CVPR, 2013
  • Outstanding Review, IEEE AVSS, 2013
  • Outstanding Reviewer, IEEE CVPR, 2012
  • Overseas Research Students Award Scholarship (ORSAS), 2006-2009
  • MSc Prize for Best Academic Performance, University of Leeds, 2003

More information: http://dimadamen.github.io

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Projects

Research Output

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)
    43 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)

    Datasets

    SPHERE_H130_dataset

    Hannuna, S. L. (Creator), Paiement, A. (Creator), Camplani, M. (Creator), Burghardt, T. (Creator), Aldamen, D. (Creator), Mirmehdi, M. (Creator), Tao, L. (Creator) & Holley, A. (Data Manager), University of Bristol, 19 Nov 2015

    Dataset

    DS-KCF: a real-time tracker for RGB-D data (rotational dataset)

    Mirmehdi, M. (Creator), Tao, L. (Creator), Aldamen, D. (Creator), Camplani, M. (Creator), Hannuna, S. L. (Creator) & Craddock, I. J. (Data Manager), University of Bristol, 18 Nov 2016

    Dataset

    Prizes

    BMVC 2012 Best Poster Prize

    Aldamen, Dima (Recipient), 5 Sep 2012

    Prize: Prizes, Medals, Awards and Grants

  • CVPR 2012 Best Reviewer Award (1 out of 40)

    Aldamen, Dima (Recipient), 21 Jun 2012

    Prize: Prizes, Medals, Awards and Grants

    CVPR 2013 Best Reviewer Award

    Aldamen, Dima (Recipient), 21 Jul 2013

    Prize: Prizes, Medals, Awards and Grants

    Supervised Work

    Action Completion Recognition and Detection

    Author: Heidarivincheh, F., 23 Jun 2020

    Supervisor: Oswald, M. (Supervisor), Aldamen, D. (Supervisor) & Mirmehdi, M. (Supervisor)

    Student thesis: Doctoral ThesisDoctor of Philosophy (PhD)

    File

    Deep In-Situ Learning for Object Recognition

    Author: Lagunes Fortiz, M. A., 28 Nov 2019

    Supervisor: Aldamen, D. (Supervisor) & Mayol-Cuevas, W. (Supervisor)

    Student thesis: Doctoral ThesisDoctor of Philosophy (PhD)

    File

    Remote Depth-based Photoplethysmography in Pulmonary Function Testing

    Author: Soleimani, V., 25 Sep 2018

    Supervisor: Mirmehdi, M. (Supervisor) & Aldamen, D. (Supervisor)

    Student thesis: Doctoral ThesisDoctor of Philosophy (PhD)

    File