Publications
- Mariella Dimiccoli, Marc Bolaños, Estefanía Talavera, Maedeh Aghaei, Stavri G. Nikolov, Petia Radeva:
SR-clustering: Semantic regularized clustering for egocentric photo streams segmentation.Computer Vision and Image Understanding 155: 55-69 (2017) - Yan Yan, Yahong Han, Petia Radeva, Qi Tian:
Guest Editorial: Intermediate representation for vision and multimedia applications. J. Visual Communication and Image Representation 44: 227-228 (2017) - Marc Bolaños, Mariella Dimiccoli, Petia Radeva:
Toward Storytelling From Visual Lifelogging: An Overview. IEEE Trans. Human-Machine Systems 47(1): 77-90 (2017) - Karim Lekadir, Alfiia Galimzianova, Angels Betriu, Maria del Mar Vila, Laura Igual, Daniel L. Rubin, Elvira Fernandez, Petia Radeva, Sandy Napel:
A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound. IEEE J. Biomedical and Health Informatics 21(1): 48-55 (2017) - Maedeh Aghaei, Federico Parezzan, Mariella Dimiccoli, Petia Radeva, Marco Cristani:
Clothing and People – A Social Signal Processing Perspective. FG 2017: 532-537 - Alejandro Cartas, Juan Marín, Petia Radeva, Mariella Dimiccoli:
Recognizing Activities of Daily Living from Egocentric Images. IbPRIA 2017: 87-95 - Gabriel Oliveira-Barra, Mariella Dimiccoli, Petia Radeva:
Leveraging Activity Indexing for Egocentric Image Retrieval. IbPRIA 2017: 295-303 - Marc Bolaños, Álvaro Peris, Francisco Casacuberta, Petia Radeva:
VIBIKNet: Visual Bidirectional Kernelized Network for Visual Question Answering. IbPRIA2017: 372-380
- Estefanía Talavera, Nicola Strisciuglio, Nicolai Petkov, Petia Radeva:
Sentiment Recognition in Egocentric Photostreams. IbPRIA 2017: 471-479 - Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva:
All the people around me: face discovery in egocentric photo-streams. CoRR abs/1703.01790 (2017) - Estefanía Talavera, Nicola Strisciuglio, Nicolai Petkov, Petia Radeva:
Sentiment Recognition in Egocentric Photostreams. CoRR abs/1703.09933 (2017) - Marc Bolaños, Álvaro Peris, Francisco Casacuberta, Sergi Soler, Petia Radeva:
Egocentric Video Description based on Temporally-Linked Sequences. CoRR abs/1704.02163 (2017) - Maedeh Aghaei, Federico Parezzan, Mariella Dimiccoli, Petia Radeva, Marco Cristani:
Clothing and People – A Social Signal Processing Perspective. CoRR abs/1704.02231 (2017) - Estefanía Talavera, Mariella Dimiccoli, Marc Bolaños, Maedeh Aghaei, Petia Radeva:
R-Clustering for Egocentric Video Segmentation. CoRR abs/1704.02809 (2017) - Alejandro Cartas, Juan Marín, Petia Radeva, Mariella Dimiccoli:
Recognizing Activities of Daily Living from Egocentric Images. CoRR abs/1704.04097 (2017) - Marc Bolaños, Aina Ferrà, Petia Radeva:
Food Ingredients Recognition through Multi-label Learning. CoRR abs/1707.08816 (2017) - 2016
- Santi Seguí, Michal Drozdzal, Guillem Pascual, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià:
Generic feature learning for wireless capsule endoscopy analysis. Comp. in Bio. and Med. 79: 163-172 (2016) - Sumit K. Banchhor, Tadashi Araki, Narendra D. Londhe, Nobutaka Ikeda, Petia Radeva, Ayman El-Baz, Luca Saba, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri:
Five multiresolution-based calcium volume measurement techniques from coronary IVUS videos: A comparative approach. Computer Methods and Programs in Biomedicine 134: 237-258 (2016) - Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva:
Multi-face tracking by extended bag-of-tracklets in egocentric photo-streams. Computer Vision and Image Understanding 149: 146-156(2016) - Tadashi Araki, Sumit K. Banchhor, Narendra D. Londhe, Nobutaka Ikeda, Petia Radeva, Devarshi Shukla, Luca Saba, Antonella Balestrieri, Andrew Nicolaides, Shoaib Shafique, John R. Laird, Jasjit S. Suri:
Reliable and Accurate Calcium Volume Measurement in Coronary Artery Using Intravascular Ultrasound Videos. J. Medical Systems40(3): 51:1-51:20 (2016) - Petia Radeva:
Can Deep Learning and Egocentric Vision for Visual Lifelogging Help Us Eat Better? CCIA 2016: 4 - Gabriel Oliveira-Barra, Mariella Dimiccoli, Petia Radeva:
Egocentric Image Retrieval with Convolutional Neural Networks. CCIA 2016: 71-76 - Santi Seguí, Michal Drozdzal, Guillem Pascual, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià:
Deep Learning Features for Wireless Capsule Endoscopy Analysis. CIARP 2016: 326-333 - Álvaro Peris, Marc Bolaños, Petia Radeva, Francisco Casacuberta:
Video Description Using Bidirectional Recurrent Neural Networks. ICANN (2) 2016: 3-11 - Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva:
With whom do I interact? Detecting social interactions in egocentric photo-streams. ICPR 2016: 2959-2964 - Marc Bolaños, Petia Radeva:
Simultaneous food localization and recognition. ICPR 2016: 3140-3145 - Cathal Gurrin, Xavier Giró i Nieto, Petia Radeva, Mariella Dimiccoli, Håvard D. Johansen, Hideo Joho, Vivek K. Singh:
LTA 2016: The First Workshop on Lifelogging Tools and Applications. ACM Multimedia 2016: 1487-1488 - Gabriel de Oliveira Barra, Alejandro Cartas Ayala, Marc Bolaños, Mariella Dimiccoli, Xavier Giró i Nieto, Petia Radeva:
LEMoRe: A Lifelog Engine for Moments Retrieval at the NTCIR-Lifelog LSAT Task. NTCIR 2016 - Cathal Gurrin, Xavier Giró i Nieto, Petia Radeva, Hideo Joho, Håvard D. Johansen, Vivek K. Singh, Mariella Dimiccoli:
Proceedings of the first Workshop on Lifelogging Tools and Applications, LTA@MM 2016, Amsterdam, Netherlands, October 15 – 19, 2016. ACM 2016, ISBN 978-1-4503-4517-0 [contents] - Álvaro Peris, Marc Bolaños, Petia Radeva, Francisco Casacuberta:
Video Description using Bidirectional Recurrent Neural Networks. CoRR abs/1604.03390 (2016) - Marc Bolaños, Petia Radeva:
Simultaneous Food Localization and Recognition. CoRR abs/1604.07953 (2016) - Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva:
With Whom Do I Interact? Detecting Social Interactions in Egocentric Photo-streams. CoRR abs/1605.04129 (2016) - Santi Seguí, Michal Drozdzal, Guillem Pascual, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià:
Generic Feature Learning for Wireless Capsule Endoscopy Analysis. CoRR abs/1607.07604 (2016) - Pedro Herruzo, Marc Bolaños, Petia Radeva:
Can a CNN Recognize Catalan Diet? CoRR abs/1607.08811 (2016) - Marc Bolaños, Álvaro Peris, Francisco Casacuberta, Petia Radeva:
VIBIKNet: Visual Bidirectional Kernelized Network for Visual Question Answering. CoRR abs/1612.03628 (2016) - 2015
- Michal Drozdzal, Santi Seguí, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià:
Motility bar: A new tool for motility analysis of endoluminal videos. Comp. in Bio. and Med. 65: 320-330 (2015) - Tadashi Araki, Nobutaka Ikeda, Nilanjan Dey, Sayan Chakraborty, Luca Saba, Dinesh Kumar, Elisa Cuadrado Godia, Xiaoyi Jiang, Ajay Gupta, Petia Radeva, John R. Laird, Andrew Nicolaides, Jasjit S. Suri:
A comparative approach of four different image registration techniques for quantitative assessment of coronary artery calcium lesions using intravascular ultrasound. Computer Methods and Programs in Biomedicine 118(2): 158-172 (2015) - Adriana Romero, Petia Radeva, Carlo Gatta:
Meta-Parameter Free Unsupervised Sparse Feature Learning. IEEE Trans. Pattern Anal. Mach. Intell. 37(8): 1716-1722 (2015) - Jordina Torrents-Barrena, Aïda Valls, Petia Radeva, Meritxell Arenas, Domenec Puig:
Automatic Recognition of Molecular Subtypes of Breast Cancer in X-Ray images using Segmentation-based Fractal Texture Analysis.CCIA 2015: 247-256 - Marc Bolaños, Maite Garolera, Petia Radeva:
Object Discovery Using CNN Features in Egocentric Videos. IbPRIA 2015: 67-74 - Estefanía Talavera, Mariella Dimiccoli, Marc Bolaños, Maedeh Aghaei, Petia Radeva:
R-Clustering for Egocentric Video Segmentation. IbPRIA 2015: 327-336 - Marc Bolaños, Ricard Mestre, Estefanía Talavera, Xavier Giró i Nieto, Petia Radeva:
Visual summary of egocentric photostreams by representative keyframes. ICME Workshops 2015: 1-6 - Aniol Lidon, Marc Bolaños, Markus Seidl, Xavier Giró i Nieto, Petia Radeva, Matthias Zeppelzauer:
UPC-UB-STP @ MediaEval 2015 Diversity Task: Iterative Reranking of Relevant Images. MediaEval 2015 - Marc Bolaños, Petia Radeva:
Ego-object discovery. CoRR abs/1504.01639 (2015) - Marc Bolaños, Ricard Mestre, Estefanía Talavera, Xavier Giró i Nieto, Petia Radeva:
Visual Summary of Egocentric Photostreams by Representative Keyframes. CoRR abs/1505.01130 (2015) - Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva:
Multi-Face Tracking by Extended Bag-of-Tracklets in Egocentric Videos. CoRR abs/1507.04576 (2015) - Marc Bolaños, Mariella Dimiccoli, Petia Radeva:
Towards Storytelling from Visual Lifelogging: An Overview. CoRR abs/1507.06120 (2015) - Aniol Lidon, Marc Bolaños, Mariella Dimiccoli, Petia Radeva, Maite Garolera, Xavier Giró i Nieto:
Semantic Summarization of Egocentric Photo Stream Events. CoRR abs/1511.00438 (2015) - Mariella Dimiccoli, Marc Bolaños, Estefanía Talavera, Maedeh Aghaei, Stavri G. Nikolov, Petia Radeva: SR-Clustering: Semantic Regularized Clustering for Egocentric Photo Streams Segmentation. CoRR abs/1512.07143 (2015)
- 2014
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Su-Lin Lee, Stefanie Demirci, Petia Radeva, Gözde B. Ünal: Editorial note. Comp. Med. Imag. and Graph. 38(2): 69 (2014)
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Simone Balocco, Carlo Gatta, Francesco Ciompi, Andreas Wahle, Petia Radeva, Stéphane Carlier, Gözde B. Ünal, Elias Sanidas, Josepa Mauri, Xavier Carrillo, Tomas Kovarnik, Ching-Wei Wang, Hsiang-Chou Chen, Themis P. Exarchos, Dimitrios I. Fotiadis, François Destrempes, Guy Cloutier, Oriol Pujol, Marina Alberti, E. Gerardo Mendizabal-Ruiz, Mariano Rivera, Timur Aksoy, Richard W. Downe,Ioannis A. Kakadiaris: Standardized evaluation methodology and reference database for evaluating IVUS image segmentation. Comp. Med. Imag. and Graph. 38(2): 70-90 (2014)
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Simeon Petkov, Xavier Carrillo, Petia Radeva, Carlo Gatta: Diaphragm border detection in coronary X-ray angiographies: New method and applications. Comp. Med. Imag. and Graph. 38(4): 296-305 (2014)
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Pierluigi Casale, Oriol Pujol, Petia Radeva: Approximate polytope ensemble for one-class classification. Pattern Recognition 47(2): 854-864 (2014)
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Francesco Ciompi, Oriol Pujol, Petia Radeva: ECOC-DRF: Discriminative random fields based on error correcting output codes.Pattern Recognition 47(6): 2193-2204 (2014)
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Marc Bolaños, Maite Garolera, Petia Radeva: Video Segmentation of Life-Logging Videos. AMDO 2014: 1-9
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Oualid M. Benkarim, Petia Radeva, Laura Igual: Label Consistent Multiclass Discriminative Dictionary Learning for MRI Segmentation. AMDO 2014: 138-147
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Adriana Romero, Petia Radeva, Carlo Gatta: No more meta-parameter tuning in unsupervised sparse feature learning. CoRR abs/1402.5766 (2014)
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