Publications

Journal papers:

A. Dhamanaskar, M. Dimiccoli, E. Corona, A. Pumarola, F. Moreno-Noguer. Enhancing Egocentric 3D Pose Estimation with Third Person Views. Submitted. [pdf]
B. Nicolas, X. Wu, M. Dimiccoli, X. J. Sierpowska, C. Saiz-Masvidal, C. Soriano-Mas, P.Radeva, L. Fuentemilla. Neurophysiological signatures in the retrieval of individual autobiographical memories of real-life episodic events. Accepted to Cortex, 2021. [pdf]
M. Dimiccoli, H. Wendt. Learning event representations for the temporal segmentation of image sequences by dynamic graph embedding. IEEE Transactions on Image Processing, vol. 30, pp. 1476-1486, 2020. [pdf]
A. Cartas, P. Radeva, M. Dimiccoli. Activities of daily living monitoring via a wearable camera: toward real-world applications. IEEE Access, 8: 77344-77363, 2020.
S. Lonn, P. Radeva, M. Dimiccoli. Smartphonhe picture organization: A hierarchical approach. Computer Vision and Image Understanding (CVIU), 2019. [pdf] [Dataset]
M. Dimiccoli, C. Gurrin, D. Crandall, Xavi Giro-i-Nieto, P. Radeva. Introduction to the special issue on Egocentric Vision and Lifelogging. Journal of Visual Communication and Visual Representation, 2018.
M. Aghaei, M. Dimiccoli, C. Canton-Ferrer, P. Radeva. Towards social pattern characterization from egocentric photo-streams. Computer Vision and Image Understanding, 2018. [pdf]
A. Cartas, J. Marín, P. Radeva, M. Dimiccoli. Recognizing daily living activities from egocentric photo-streams. Pattern Analysis and Applications, 2018. [pdf]
I. Sorodoc, S. Pezzelle, A. Herbelot, M. Dimiccoli, R. Bernardi. Learning quantification from images: A structured neural architecture. Journal of Natural Language Engineering, Special Issue on Closing the Gap between Language and Vision, 2018. [pdf]
M. Dimiccoli, J. Marín, E. Thomaz. Mitigating Bystander Privacy Concerns in Egocentric Activity Recognition with Deep Learning and Intentional Image Degradation. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 1(4), 2018. [Code] [pdf]
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. [pdf] [Data]
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. [pdf]
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. [pdf] [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. pdf
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. [pdf] [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. pdf [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. [[Code] [pdf]
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. [link to paper]
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:

E. Thomaz, M. Dimiccoli. Acquisition and Analysis of Camera Sensor Data (Life Logging). Guilford book: Mobile Sensing in Psychology. To appear, 2022.
M. Dimiccoli, A. Cartas, P. Radeva. Activity recognition from visual lifelogs: State of the art and future challenges. Elsevier book: Multimodal behaviour analysis in the wild. Pages 121-134. 2019
M. Dimiccoli. Computer Vision for Egocentric (first-person) vision. Elsevier book: Assistive Computer Vision. Chapter 7. Pages 183-210. 2018 [link to chapter]
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, 2014 (Revised and extended version). [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 (peer-reviewed):

M. Dimiccoli, S. Patni, M. Hoffman, F. Moreno-Noguer. Recognizing object surface material from impact sounds for robot manipulation. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), October 2022, Kyoto.
W. Zhang, M. Dimiccoli, B. Y. Lim. Debiased-CAM to mitigate systematic error with faithful visual explanations of machine learning . ACM Conference on Human Factors in Computing Systems (CHI), May 2022, New Orleans. [pdf]
M. Dimiccoli, L. Garrido, G. Rodriguez, H. Wendt. Graph constrained data representation learning for human motion segmentation. Proceedings of the IEEE International Conference on Computer Vision (ICCV), October 2021, virtual.
M. Dimiccoli, H. Wendt, Pau Battle. Learning grounded word meaning representations on similarity graphs. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP), November 2021, Punta Cana, Dominican Republic.
S. Felicioni, M. Dimiccoli. Interaction-GCN: a Graph Convolutional Network based framework for social interaction recognition in egocentric videos. Proceedings of the IEEE International Conference on Image Processing (ICIP), September 2021, Anchorage, Alaska. [pdf]
A. Cartas, P. Radeva, M. Dimiccoli. Modelling long-range interactions to enhance action recognition. Proceedings of the International Conference in Pattern Recognition (ICPR), January 2021, Milan, Italy. [pdf]
A. Cartas, E. Talavera, P. Radeva, M. Dimiccoli. Understanding Event Boundaries for Egocentric Activity Recognition from Photo-Streams. Proceedings of the International Conference in Pattern Recognition (ICPR), EgoApp Workshop. January 2021, Milan, Italy.
E. Sanchez Aimar, P. Radeva, M. Dimiccoli. Social relation recognition in photostreams. Proceedings of the IEEE International Conference on Image Processing (ICIP), September 2019, Taipei, Taiwan. Top 10% mention. [Dataset] [Code]
A. Cartas, J. Luque, P. Radeva, C. Segura, M. Dimiccoli. Seeing and hearing egocentric object interactions: How much can we learn? Proceedings of the International Conference in Computer Vision (ICCV), 5th Workshop on Egocentric Perception, Interaction and Computing (EPIC), October 2019, Seoul, South Korea.
M. Dimiccoli, H. Wendt. Enhancing temporal segmentation by nonlocal self-similarity. Proceedings of the IEEE International Conference on Image Processing (ICIP), September 2019, Taipei, Taiwan.
A. Cartas, J. Luque, P. Radeva, C. Segura, M. Dimiccoli. How much does audio matter for recognizing egocentric object interactions? Presented at the 4th Workshop on Egocentric Perception, Interaction and Computing (EPIC), in conjunction with the International Conference on Computer Vision and Pattern Recognition (CVPR), Los Angeles, June 2019.
M. Dimiccoli, J. Marín, E. Thomaz. Mitigating Bystander Privacy Concerns in Egocentric Activity Recognition with Deep Learning and Intentional Image Degradation. Presented at the ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), Singapore, October 2018.
C. Dias, M. Dimiccoli. Learning event representations by encoding the temporal context. Proceedings of the European Conference on Computer Vision (ECCV), Workshop on Brain Driven Computer Vision (BDCV), Munich, September 2018. [pdf]
A. Cartas, E. Tavalera, P. Radeva, M. Dimiccoli. On the role of event boundaries for egocentric activity recognition in photostreams. Presented at the 3rd Workshop on Egocentric Perception, Interaction and Computing (EPIC), in conjunction with the European Conference on Computer Vision (ECCV), Munich, September 2018.
A. Cartas, M. Dimiccoli, P. Radeva. Batch-based activity recognition from egocentric photo-streams. Proceedings of IEEE International Conference on Computer Vision (ICCV), Workshop on Egocentric Perception, Interaction and Computing (EPIC), October 2017, Venice, Italy. [pdf]
A. Cartas, P. Radeva, M. Dimiccoli. Contextually driven first-person activity recognition from videos. Presented at the 2nd Workshop on Egocentric Perception, Interaction, and Computing (EPIC), in conjunction with the IEEE International Conference on Computer Vision (ICCV), October 2017, Venice, Italy.
M. Aghaei, M. Dimiccoli, C. Canton-Ferrer, P. Radeva. Social style characterization from egocentric photo-streams. Presented at the 2nd Workshop on Egocentric Perception, Interaction, and Computing (EPIC), in conjunction with the IEEE International Conference on Computer Vision (ICCV), October 2017, Venice, Italy. [pdf]
A. Lidon, M. Bolaños, M. Dimiccoli, P. Radeva, M. Garolera, X. Giro-i-Nieto. Semantic Summarization of Egocentric Photo-Stream Events. Proceedings of the ACM MultiMedia (ACMMM) , 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. Proceedings of the IEEE International Conference on Image Processing (ICIP), September 2017, Beijing, China.[pdf]
A. Kastrinogiannis, B. Nicolás, M. Dimiccoli, P. Radeva, L. Fuentemilla. Exploring the multidimensional memory representation of our daily life experience. Presented at the Barcelona Computational, Cognitive and Systems Neuroscie​nce conference, 2018.
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. Proceedings of the ACM International Conference on Multimedia (ACM MM), October 2017, San Francisco, USA. [pdf]
B. Nicolás, M. Dimiccoli, V. Marzano, P. Radeva, L. Fuentemilla. Exploring autobiographical memories for real life sequences of event episodes with a wearable camera. Presented at the International Conference for Cognitive Neuroscience (ICON), August 2017, Amsterdam, Netherland. [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 the 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.[pdf]
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. Proceedings of the Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), June 2017, Faro, Portugal. Best paper award [pdf]
M. Dimiccoli, H. Xu, P. Radeva. A cognitive-based model for event learning. Presented at the Women in Machine Learning Workshop (WIML), in conjunction with the International Conference on Neural Information Processing Systems (NIPS), December 2016, Barcelona, Spain. [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. Proceedings of 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. Proceedings of the International Conference of the Catalan Association for Artificial Intelligence (CCIA), October 2016, Barcelona, Spain.
M. Aghaei, M. Dimiccoli, P. Radeva. Towards Social Interaction Detection in Egocentric Photo Streams. Presented at the Workshop on Egocentric (first-person) Vision, in conjunction with the Computer Vision and Patter Recognition Conference (CVPR), June 2016, Las Vegas, USA. [pdf]
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}. Proceedings of the NTCIR-12 Conference & EVIA in NII, June 2016, Tokyo, Japan.
M. Dimiccoli Event representation in egocentric photo-streams: application to temporal segmentation. Presented at the Women in Computer Vision workshop (WICV), 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. Presented at the SIAM Conference on Imaging Science (IS16), Albuquerque, New Mexico, USA, May 2016.
M. Aghaei, M. Dimiccoli, P. Radeva Towards Social Interaction Detection in Egocentric Photo Streams. Proceedings of the International Conference on Machine Vision (ICMV), November 2015, Barcelona, Spain. [pdf]
M. Dimiccoli, P. Radeva. Visual Lifelogging in the Era of Outstanding Digitization. Proceedings of the 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. Proceedings of the International Conference on Pattern Recognition and Image Analysis (IbPRIA), June 2015, Santiago de Compostela, Spain. [pdf]
M. Dimiccoli, L. Moisan. Noparametric Estimation of a Psychometric Function. Presented at the 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. Presented at the Annual Meeting of the Society for Neuroscience (SfN), November 2010, San Diego, USA.[pdf]
M. Dimiccoli, P. Salembier. Hierarchical Region-based Representation for Segmentation and Filtering with Depth in Single Image. Proceedings of thr International Conference on Image Processing (ICIP), November 2009, Cairo, Egypt. [pdf]
M. Dimiccoli, P. Salembier Exploiting T-junctions for Depth Segregation in Single Images. Proceedings of the 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. Proceedings of the 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. Proceedings of the 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. Proceedings of SPIE, Visual Communications and Image Processing (VCIP), January 2007, San Jose, USA.


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