Publications

Journal papers:

A. Cartas, J. Marín, P. Radeva, M. Dimiccoli. Recognizing daily living activities from egocentric photo-streams. Submitted, 2017. arXiv:1709.04112
M. Aghaei, M. Dimiccoli, C. Canton-Ferrer, P. Radeva Towards social pattern characterization from egocentric photo-streams. Submitted, 2017. arXiv:1709.01424 (undergoing major revision)
I. Sorodoc, S. Pezzelle, A. Herbelot, M. Dimiccoli, R. Bernardi. Pay attention to those sets ! Learning quantification from images. To appear in the Journal of Natural Language Engineering, Special Issue on Closing the Gap between Language and Vision. arxiv 1704.02923
M. Dimiccoli, J. Marín, E. Thomaz Mitigating Bystander Privacy Concerns in Egocentric Activity Recognition with Deep Learning and Intentional Image Degradation. To appear in the Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), issue 4, 2017. [code]
M. Dimiccoli, M. Bolaños, E. Tavalera, M. Aghaei, S. Nikolov, P. Radeva. SRclustering: Semantic Regularized Clustering for Egocentric Photo Streams Segmentation. Computer Vision and Image Understanding, Volume 155, 55-69, 2017. doi:10.1016/j.cviu.2016.10.005 [code]
M. Bolaños, M. Dimiccoli, P. Radeva. Towards Storytelling from Visual Lifelogging: An Overview. IEEE Transactions on Human-Machine Systems, 2016. Volume 47, 77-90, 2017. Special issue on Wearable and Ego-vision Systems for Augmented Experience.doi:10.1109/THMS.2016.2616296
M. Aeghai, M. Dimiccoli, P. Radeva. Extended Bag-of-Tracklets for Multi-Face Tracking in Egocentric Photo Streams. Computer Vision and Image Understanding, Volume 149, 146-156, 2016. Special Issue on Assistive Computer Vision and Robotics, Elsevier, 2016. doi: 10.1016/j.cviu.2016.02.013 [code]
M. Dimiccoli. Fundamentals of Cone Regression. Statistics Surveys, Volume 10, 53-99, 2016. [ Euclid project page]
M. Oliver, G. Haro, M. Dimiccoli, B. Mazin, C. Ballester. A Computational Model of Amodal Completion. Journal of Mathematical Imaging and Vision, Volume 56, Issue 3, 511-534, 2016. doi: 10.1007/s10851-016-0652-x
M. Dimiccoli, J.P. Jacob, L. Moisan. Particle Detection and Tracking by a-contrario Approach: Application to Time-lapse Fluorescence Imaging. Machine Vision and Applications, 27(4), 511-527, 2016. doi: 0.1007/s00138-016-0757-7 [code]
J.P. Jacob, M. Dimiccoli, L. Moisan. Active Skeleton for Bacteria Modelling. Journal of Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization, 5(4), 274-286, 2017 (published online in 2016). Taylor & Francis. doi:10.1080/21681163.2015.1100099 [code]
M. Dimiccoli. Figure-ground Segregation: A Fully Nonlocal Approach. Journal of Vision Research, Volume 126, 308-317, 2016. Special Issue on Quantitative Approaches in Gestalt Perception, Elsevier Publisher, 2016. doi:10.1016/j.visres.2015.03.007 (code and data available as Supplementary material) [code]
A.S. Coquel, J.P. Jacob, M. Primet, A. Demarez, M. Dimiccoli, T. Julou, L. Moisan, A. Lindner, H. Berry. Localization of Protein Aggregation in Escherichia Coli is Governed by Diffusion and Nucleoid Macromolecular Crowding Effect. Plos Computational Biology, Volume 9(4): e1003038, 2013. [doi:10.1371/journal.pcbi.1003038]
M. Dimiccoli, B. Girard, A. Berthoz, D. Bennequin. Striola Magica. A Functional Explanation of Otholith Organs. Journal of Computational Neuroscience, Volume 35(2), 125-154, 2013. [pdf]
K. Moustakas, D. Tzovaras, M. G. Strintzis, S. Carbini, O. Bernier, J.E. Viallet, S. Raidt, M. Mancas, M. Dimiccoli, E. Yagci, S. Balci, E.I. Leon. Masterpiece: Physical Interaction and 3D Content-Based Search in VR Applications. IEEE Multimedia Magazine Volume 13(3), 92-100, 2006. [pdf]

Book chapters:

G. Oliveira-Barra, M. Dimiccoli, P. Radeva. Egocentric Image Retrieval with Convolutional Neural Networks Artificial Intelligence Research and Development, Serie: Frontiers in Artificial Intelligence and Applications. pp. 71 - 76 ISBN 978-1-61499-695-8 (print) | 978-1-61499-696-5 (online)
J. Digne, M. Dimiccoli, N. Sabater, P. Salembier. Neighborhood Filters and the Recovery of 3D Information. Handbook of Mathematical Methods in Imaging, ISBN 978-1-4939-0791-5, Scherzer Otmar (Editor), Springer International Publishing, 2015. [pdf]
E. Tavalera, M. Dimiccoli, M. Bolaños, M. Aghaei, P. Radeva. Regularized Clustering for Egocentric Video Segmentation. Pattern Recognition and Image Analysis, ISBN 978-3-319-19390-8, 327-336, Springer International Publishing, 2015. [pdf]
J. Digne, M. Dimiccoli, N. Sabater, P. Salembier. Neighborhood Filters and the Recovery of 3D Information. Handbook of Mathematical Methods in Imaging, ISBN: 978-0-387-92920-0, Scherzer Otmar (Editor), Springer International Publishing, 2011. [pdf]
M. Dimiccoli, P. Salembier. Perceptual Filtering with Connected Operators and Image Inpainting. Mathematical Morphology and Its Applications to Image and Signal Processing. Printed book, 2007. ISBN 978-85-17-00032-4, 294-308, MCT-INPE [pdf]

Conferences with indexed proceedings:

A. Cartas, M. Dimiccoli, P. Radeva Batch-based activity recognition from egocentric photo-streams. To appear in the Proceedings of IEEE International Conference on Computer Vision (ICCV), Workshop on Egocentric Perception, Interaction and Computing (EPIC), October 2017, Venice, Italy.
A. Lidon, M. Bolaños, M. Dimiccoli, P. Radeva, M. Garolera, X. Giro-i-Nieto Semantic Summarization of Egocentric Photo-Stream Events. To appear in the Proceedings of ACM MultiMedia (ACM MM), Workshop on Lifelogging tools and applications (LTA), October 2017, San Francisco, USA.[project page]
M. Aghaei, M. Dimiccoli, P. Radeva All the people around me: face clustering in egocentric photo streams. To appear in the Proceedings of IEEE International Conference on Image Processing (ICIP), September 2017, Beijing, China.[arxiv1703.01790]
C. Gurrin, X. Giro-i-Nieto, P. Radeva, M.Dimiccoli, D.T. Dang-Nguyen, H. Joho. LTA 2017 – The second workshop on Lifelogging Tools and Applications. To appear in the Proceedings of the ACM International Conference on Multimedia (ACM MM), October 2017, San Francisco, USA. [pdf]
M. Godi, M. Aghaei, M. Dimiccoli, M. Cristani Wearable for Wearable: a Social Signal Processing Perspective for Clothing Analysis using Wearable Devices Proceeding of ACM International Conference on Multimedia Retrieval (ICMR), Workshop on Wearable Multimedia, June 2017, Bucharest, Romania.[pdf]
M. Aghaei, F. Parezzan, M. Dimiccoli, P. Radeva, M. Cristani Clothing and People - A Social Signal Processing Perspective. Proceedings of the IEEE international conference on Face and Gesture recognition (FG), June 2017, Washington, USA.[arxiv1704.02231]
G. Oliveira-Barra, M. Dimiccoli, P. Radeva Leveraging activity indexing for egocentric image retrieval. Proceeding of the Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), June 2017, Faro, Portugal. [pdf]
A. Cartas, J. Marín, P. Radeva, M. Dimiccoli Recognizing activities of daily living from egocentric images. Proceeding of the Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), June 2017, Faro, Portugal. Best paper award [pdf]
A. Cartas, M. Dimiccoli, P. Radeva Detecting hands in egocentric videos: towards action recognition. Proceedings of Eurocast, Computer Vision, Deep learning and Applications Workshop, February 2017, Las Palmas, Spain. [pdf]
C. Gurrin, X. Giro-i-Nieto, P. Radeva, M.Dimiccoli, H. D. Johansen, H. Joho, V. K. Singh LTA 2016 – The first workshop on Lifelogging Tools and Applications. Proceedings of the ACM International Conference on Multimedia (ACM MM), October 2016, Amsterdam, Netherland. [pdf]
M. Aghaei, M. Dimiccoli, P. Radeva With Whom Do I Interact? Detecting Social Interactions in Egocentric Photo Streams. To be presented at the International Conference on Pattern Recognition (ICPR), December 2016, Cancun, Mexic. [pdf]
G. Oliveira-Barra, M. Dimiccoli, P. Radeva Egocentric Image Retrieval With Deep Convolutional Neural Networks. To be presented at the International Conference of the Catalan Association for Artificial Intelligence (CCIA), October 2016, Barcelona, Spain.
G. Oliveira-Barra, A. Cartas, M. Bolaños, M. Dimiccoli, M. Aghaei, M. Carné, X. Giro-i-Nieto, P. Radeva LEMoRe: A Lifelog Engine for Moments Retrieval at the NTCIR-Lifelog LSAT Task}. NTCIR-12 Conference & EVIA in NII, June 2016, Tokyo, Japan,.
M. Aghaei, M. Dimiccoli, P. Radeva Towards Social Interaction Detection in Egocentric Photo Streams. Proceeding of International Conference on Machine Vision (ICMV), November 2015, Barcelona, Spain. [pdf]
M. Dimiccoli, P. Radeva Visual Lifelogging in the Era of Outstanding Digitization. Proceeding of International conference on Digital Presentation and Preservation of Cultural and Scientific Heritage (DiPP), September 2015, Veliko Tarnovo, Bulgaria. [pdf]
E. Tavalera, M. Dimiccoli, M. Bolaños, M. Aghaei, P. Radeva R-Clustering for Egocentric Video Segmentation. Proceeding of International Conference on Pattern Recognition and Image Analysis (IbPRIA), June 2015, Santiago de Compostela, Spain. [pdf]
M. Dimiccoli, P. Salembier Hierarchical Region-based Representation for Segmentation and Filtering with Depth in Single Image. Proceeding of International Conference on Image Processing (ICIP), November 2009, Cairo, Egypt. [pdf]
M. Dimiccoli, P. Salembier Exploiting T-junctions for Depth Segregation in Single Images. Proceeding of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), April 2009, Taipei, Taiwan. [pdf]
M. Dimiccoli, J.M. Morel, P. Salembier Monocular Depth by Nonlinear Diffusion. Proceeding of Sixth Indian Conference on Computer Vision, Graphics and Image processing (ICVGIP), December 2008, Bhubaneswar, India. [pdf]
M. Dimiccoli, P. Salembier Perceptual Filtering with Connected Operators and Image Inpainting. Proceeding of International Symposium on Mathematical Morphology (ISMM), October 2007, Rio de Janeiro, Brazil. [pdf]
M. Dimiccoli, P. Salembier Geometrical Filtering Scheme with Connected Operators and Image Inpainting. Proceeding of SPIE, Visual Communications and Image Processing (VCIP), January 2007, San Jose, USA.

Conferences with non-indexed proceedings:

M. Aghaei, M. Dimiccoli, C. Canton-Ferrer, P. Radeva. Social style characterization from egocentric photo-streams. 2th Workshop on Egocentric Perception, Interaction, and Computing (EPIC), in conjunction with the IEEE International Conference on Computer Vision (ICCV), October 2017, Venice, Italy. [arXiv:1709.05775]
A. Cartas, P. Radeva, M. Dimiccoli. Contextually driven first-person activity recognition from videos. 2th Workshop on Egocentric Perception, Interaction, and Computing (EPIC), in conjunction with the IEEE International Conference on Computer Vision (ICCV), October 2017, Venice, Italy.
B. Nicolás, M. Dimiccoli, V. Marzano, P. Radeva, L. Fuentemilla Exploring autobiographical memories for real life sequences of event episodes with a wearable camera. International Conference for Cognitive Neuroscience (ICON), August 2017, Amsterdam, Netherland. [pdf]
M. Dimiccoli, H. Xu, P. Radeva A cognitive-based model for event learning. Women in Machine Learning Workshop (WIML), in conjunction with the International Conference on Neural Information Processing Systems (NIPS), December 2016, Barcelona, Spain. [pdf]
M. Dimiccoli Event representation in egocentric photo-streams: application to temporal segmentation. Women in Computer Vision (WICV) workshop, in conjunction with the Computer Vision and Patter Recognition Conference (CVPR), June 2016, Las Vegas, USA.
M. Aghaei, M. Dimiccoli, P. Radeva Towards Social Interaction Detection in Egocentric Photo Streams. Workshop on Egocentric (first-person) Vision, in conjunction with the Computer Vision and Patter Recognition Conference (CVPR), June 2016, Las Vegas, USA. [pdf]
M. Oliver, G. Haro, M. Dimiccoli, B. Mazin, C. Ballester A Computational Model of Amodal Completion. SIAM Conference on Imaging Science (IS16), Albuquerque, New Mexico, USA, May 2016.
M. Dimiccoli, L. Moisan Noparametric Estimation of a Psychometric Function. Annual Meeting of the Group of Research on Mathematical Optimization and its Applications (GdR MOA), June 2012, Saint François, Guadeloupe.
M. Dimiccoli, D. Bennequin, B. Girard, A. Berthoz. A Functional Explanation of Otholith Organs. Annual Meeting of the Society for Neuroscience (SfN), November 2010, San Diego, USA. [pdf]

Reports

K. Moustakas, D. Tzovaras, S. Carbini, O. Bernier, J.E. Viallet, S. Raidt, M. Mancas, M. Dimiccoli, E. Yagci, S. Balci, E. Ibanez Leon. Masterpiece: A Multimodal (Gesture + Speech) Interface for 3D Model Search and Retrieval Integrated in a Virtual Assembly-Application. ENTERFACE 2005: Final Project Report, July 18th-August 12th, Mons, Belgium.

Ph.D. thesis:

M. Dimiccoli. Monocular Depth Estimation for Image Segmentation and Filtering. Ph.D. thesis dissertation, Departament of Signal Theory and Communications (TSC), Technical University of Catalonia, October 2009, Barcelona, Spain. [pdf]

Unpublished papers

M. Dimiccoli, P. Salembier Depth from occlusion: A region-merging approach. 2010 [pdf]


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