Publications

2017:

2016:

  1. F. Ciompi, S. Balocco, J. Rigla, X. Carrillo, J. Mauri, P. Radeva “Computer-Aided Detection of Intra-Coronary Stent in Intravascular Ultrasound Sequences” Medical Physics. 43, 5616 (2016)
  2. 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. SuriFive multiresolution-based calcium volume measurement techniques from coronary IVUS videos: A comparative approach. Computer Methods and Programs in Biomedicine 134: 237-258 (2016)
  3. Maedeh Aghaei, Mariella Dimiccoli, Petia RadevaMulti-face tracking by extended bag-of-tracklets in egocentric photo-streams.Computer Vision and Image Understanding 149: 146-156 (2016)
  4. 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. SuriReliable and Accurate Calcium Volume Measurement in Coronary Artery Using Intravascular Ultrasound Videos. J. Medical Systems 40(3): 51:1-51:20 (2016)
  5. Petia RadevaCan Deep Learning and Egocentric Vision for Visual Lifelogging Help Us Eat Better? CCIA 2016: 4
  6. Gabriel Oliveira-Barra, Mariella Dimiccoli, Petia RadevaEgocentric Image Retrieval with Convolutional Neural Networks. CCIA 2016: 71-76
  7. Álvaro Peris, Marc Bolaños, Petia Radeva, Francisco CasacubertaVideo Description Using Bidirectional Recurrent Neural Networks. ICANN (2)2016: 3-11
  8. Cathal Gurrin, Xavier Giró i Nieto, Petia Radeva, Mariella Dimiccoli, Håvard D. Johansen, Hideo Joho, Vivek K. SinghLTA 2016: The First Workshop on Lifelogging Tools and Applications. ACM Multimedia 2016: 1487-1488
  9. Álvaro Peris, Marc Bolaños, Petia Radeva, Francisco CasacubertaVideo Description using Bidirectional Recurrent Neural Networks. CoRRabs/1604.03390 (2016)
  10. Marc Bolaños, Petia Radeva: Simultaneous Food Localization and Recognition. CoRR abs/1604.07953 (2016)
  11. Maedeh Aghaei, Mariella Dimiccoli, Petia RadevaWith Whom Do I Interact? Detecting Social Interactions in Egocentric Photo-streams. CoRRabs/1605.04129 (2016)
  12. Santi Seguí, Michal Drozdzal, Guillem Pascual, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi VitriàGeneric Feature Learning for Wireless Capsule Endoscopy Analysis. CoRR abs/1607.07604 (2016)
  13. Pedro Herruzo, Marc Bolaños, Petia Radeva: Can a CNN Recognize Catalan Diet? CoRR abs/1607.08811 (2016)
  14. Miguel Ángel Bautista, Antonio Hernández-Vela, Sergio Escalera, Laura Igual, Oriol Pujol, Josep Moya, Verónica Violant, María Teresa AngueraA Gesture Recognition System for Detecting Behavioral Patterns of ADHD. IEEE Trans. Cybernetics 46(1): 136-147 (2016)
  15. Constantine Butakoff, Simone Balocco, Federico M. Sukno, Corné Hoogendoorn, Catalina Tobon-Gomez, Gustavo Avegliano, Alejandro F. FrangiLeft-ventricular epi- and endocardium extraction from 3D ultrasound images using an automatically constructed 3D ASM. CMBBE: Imaging & Visualization 4(5): 265-280 (2016)
  16. Su-Lin Lee, Simone Balocco, Carlo Gatta, Stefanie Demirci, Geir Arne TangenEditorial. Comp. Med. Imag. and Graph. 50: 1 (2016)
  17. Maria Oliver, Gloria Haro, Mariella Dimiccoli, Baptiste Mazin, Coloma BallesterA Computational Model for Amodal Completion. Journal of Mathematical Imaging and Vision56(3): 511-534 (2016)
  18. Mariella Dimiccoli, Jean-Pascal Jacob, Lionel MoisanParticle detection and tracking in fluorescence time-lapse imaging: a contrario approach.Mach. Vis. Appl. 27(4): 511-527 (2016)

2015: 

  1. Michal Drozdzal, Santi Seguí, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi VitriàMotility bar: A new tool for motility analysis of endoluminal videos. Comp. in Bio. and Med. 65: 320-330 (2015)
  2. 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. SuriA 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)
  3. Adriana Romero, Petia Radeva, Carlo Gatta: Meta-Parameter Free Unsupervised Sparse Feature Learning. IEEE Trans. Pattern Anal. Mach. Intell. 37(8): 1716-1722 (2015)
  4. Jordina Torrents-Barrena, Aïda Valls, Petia Radeva, Meritxell Arenas, Domenec PuigAutomatic Recognition of Molecular Subtypes of Breast Cancer in X-Ray images using Segmentation-based Fractal Texture Analysis.CCIA 2015: 247-256
  5. Marc Bolaños, Maite Garolera, Petia Radeva: Object Discovery Using CNN Features in Egocentric Videos. IbPRIA 2015: 67-74
  6. Estefanía Talavera, Mariella Dimiccoli, Marc Bolaños, Maedeh Aghaei, Petia Radeva:
    R-Clustering for Egocentric Video Segmentation. IbPRIA 2015: 327-336
  7. 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
  8. 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
  9. Marc Bolaños, Petia Radeva: Ego-object discovery. CoRR abs/1504.01639 (2015)
  10. 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)
  11. Maedeh Aghaei, Mariella Dimiccoli, Petia RadevaMulti-Face Tracking by Extended Bag-of-Tracklets in Egocentric Videos. CoRR abs/1507.04576 (2015)
  12. Marc Bolaños, Mariella Dimiccoli, Petia Radeva: Towards Storytelling from Visual Lifelogging: An Overview. CoRR abs/1507.06120 (2015)
  13. 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)
  14. 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)
  15. Santi Seguí, Oriol Pujol, Jordi Vitrià: Learning to count with deep object features. CVPR Workshops 2015: 90-96
  16. Santi Seguí, Oriol Pujol, Jordi Vitrià: Learning to count with deep object features. CoRR abs/1505.08082 (2015)
  17. Lluís Garrido, Marité Guerrieri, Laura IgualImage Segmentation With Cage Active Contours. IEEE Trans. Image Processing 24(12): 5557-5566 (2015)
  18. Marta Nuñez Garcia, Sonja Simpraga, Maria Angeles Jurado, Maite Garolera, Roser Pueyo, Laura IgualFADR: Functional-Anatomical Discriminative Regions for Rest fMRI Characterization. MLMI2015: 61-68
  19. Julie Digne, Mariella Dimiccoli, Neus Sabater, Philippe SalembierNeighborhood Filters and the Recovery of 3D Information. Handbook of Mathematical Methods in Imaging 2015: 1645-1673
  20. Mariella Dimiccoli, Jean-Pascal Jacob, Lionel MoisanParticle detection and tracking by a-contrario approach: application to fluorescence time-lapse imaging. CoRR abs/1507.06266 (2015)
  21. Mariella Dimiccoli, Jean-Pascal Jacob, Lionel Moisan: Active skeleton for bacteria modeling. CoRR abs/1507.06504 (2015)
  22. Maria Oliver, Gloria Haro, Mariella Dimiccoli, Baptiste Mazin, Coloma Ballester: A Computational Model for Amodal Completion. CoRR abs/1511.08418 (2015)

2014:

  1. Pierluigi Casale, Oriol Pujol, Petia RadevaApproximate polytope ensemble for one-class classification. Pattern Recognition 47(2): 854-864 (2014)
  2. Francesco Ciompi, Oriol Pujol, Petia RadevaECOC-DRF: Discriminative random fields based on error correcting output codes. Pattern Recognition 47(6): 2193-2204 (2014)
  3. Santi Seguí, Michal Drozdzal, Ekaterina Zaytseva, Carolina Malagelada, Fernando Azpiroz, Petia Radeva, Jordi VitriàDetection of Wrinkle Frames in Endoluminal Videos Using Betweenness Centrality Measures for Images. IEEE J. Biomedical and Health Informatics 18(6): 1831-1838 (2014)
  4. Marc Bolaños, Maite Garolera, Petia RadevaVideo Segmentation of Life-Logging Videos. AMDO 2014: 1-9
  5. Oualid M. Benkarim, Petia Radeva, Laura IgualLabel Consistent Multiclass Discriminative Dictionary Learning for MRI Segmentation. AMDO 2014: 138-147
  6. Maedeh Aghaei, Petia RadevaBag-of-Tracklets for Person Tracking in Life-Logging Data. CCIA 2014: 35-44
  7. Michal Drozdzal, Jordi Vitrià, Santi Seguí, Carolina Malagelada, Fernando Azpiroz, Petia RadevaIntestinal event segmentation for endoluminal video analysis. ICIP 2014: 3592-3596
  8. Adriana Romero, Petia Radeva, Carlo GattaNo more meta-parameter tuning in unsupervised sparse feature learning. CoRR abs/1402.5766 (2014)
  9. Laura Igual, Xavier Perez-Sala, Sergio Escalera, Cecilio Angulo, Fernando De la TorreContinuous Generalized Procrustes analysis. Pattern Recognition 47(2): 659-671 (2014)
  10. Xavier Perez-Sala, Fernando De la Torre, Laura Igual, Sergio Escalera, Cecilio AnguloSubspace Procrustes Analysis. ECCV Workshops (1) 2014: 654-668
  11. Alejandro Tabas, Emili Balaguer-Ballester, Laura IgualSpatial discriminant ICA for RS-fMRI characterisation. PRNI 2014: 1-4
  12. Qi Xue, Laura Igual, Albert Berenguel, Marité Guerrieri, Lluís GarridoActive Contour Segmentation with Affine Coordinate-based Parametrization. VISAPP (1) 2014:5-14
  13. Qi Xue, Laura Igual, Albert Berenguel, Marité Guerrieri, Lluís GarridoAffine Coordinate-Based Parametrized Active Contours for 2D and 3D Image Segmentation.VISIGRAPP (Selected Papers) 2014: 206-222
  14. Miguel Ángel Bautista, Antonio Hernández-Vela, Sergio Escalera, Laura Igual, Oriol Pujol, Josep Moya, Verónica Violant, María Teresa AngueraA Gesture Recognition System for Detecting Behavioral Patterns of ADHD. CoRR abs/1410.4485 (2014)
  15. Guillaume Zahnd, Maciej Orkisz, Simone Balocco, André Sérusclat, Philippe Moulin, Didier VrayTracking arterial wall motion in a 2D+t volume. BHI 2014: 672-675

2013:

  1. Michal Drozdzal, Santi Seguí, Jordi Vitrià, Carolina Malagelada, Fernando Azpiroz, Petia RadevaAdaptable image cuts for motility inspection using WCE. Comp. Med. Imag. and Graph. 37(1): 72-80 (2013)
  2. Francesco Ciompi, Rui Hua, Simone Balocco, Marina Alberti, Oriol Pujol, Carles Caus, Josepa Mauri, Petia RadevaLearning to Detect Stent Struts in Intravascular Ultrasound. IbPRIA 2013: 575-583
  3. Francesco Ciompi, Simone Balocco, Carles Caus, Josepa Mauri, Petia RadevaStent Shape Estimation through a Comprehensive Interpretation of Intravascular Ultrasound Images. MICCAI (2) 2013: 345-352
  4. Marc Bolaños, Maite Garolera, Petia RadevaActive labeling application applied to food-related object recognition. CEA@ACM Multimedia 2013: 45-50
  5. Santi Seguí, Ekaterina Zaytseva, Michal Drozdzal, Carolina Malagelada, Fernando Azpiroz, Petia Radeva, Jordi VitriàA new image centrality descriptor for wrinkle frame detection in WCE videos. MVA 2013: 25-28
  6. Víctor Borjas, Jordi Vitrià, Petia RadevaGradient Histogram Background Modeling for People Detection in Stationary Camera Environments. MVA 2013: 65-68
  7. Michal Drozdzal, Santi Seguí, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi VitriàAn Application for Efficient Error-Free Labeling of Medical Images. Multimodal Interaction in Image and Video Applications 2013: 1-16
  8. Santi Seguí, Laura Igual, Jordi VitriàBagged One-Class Classifiers in the Presence of Outliers. IJPRAI 27(5) (2013)
  9. Angel Domingo Sappa, Jordi VitriàMultimodal Interaction in Image and Video Applications. Intelligent Systems Reference Library 48, Springer 2013, ISBN 978-3-642-35931-6
  10. Laura Igual, Àgata Lapedriza, Ricard Borràs: Robust gait-based gender classification using depth cameras. EURASIP J. Image and Video Processing 2013: 1 (2013)
  11. Mariella Dimiccoli, Benoît Girard, Alain Berthoz, Daniel Bennequin: Striola magica. A functional explanation of otolith geometry. Journal of Computational Neuroscience 35(2): 125-154 (2013)
  12. Anne-Sophie Coquel, Jean-Pascal Jacob, Maël Primet, Alice Demarez, Mariella Dimiccoli, Thomas Julou, Lionel Moisan, Ariel B. Lindner, Hugues Berry: Localization of Protein Aggregation in Escherichia coli Is Governed by Diffusion and Nucleoid Macromolecular Crowding Effect. PLoS Computational Biology 9(4) (2013)
  13. Anne-Sophie Coquel, Jean-Pascal Jacob, Maël Primet, Alice Demarez, Mariella Dimiccoli, Thomas Julou, Lionel Moisan, Ariel B. Lindner, Hugues Berry: Localization of protein aggregation in Escherichia coli is governed by diffusion and nucleoid macromolecular crowding effect. CoRRabs/1303.1904 (2013)