2019:
- Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Estefanía Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig: Recognizing Food Places in Egocentric Photo-Streams Using Multi-Scale Atrous Convolutional Networks and Self-Attention Mechanism. IEEE Access 7: 39069-39082 (2019)
- Stefan Lonn, Petia Radeva, Mariella Dimiccoli Smartphone picture organization: A hierarchical approach. Comput. Vis. Image Underst. 187 (2019)
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Eduardo Aguilar, Marc Bolaños, Petia Radeva: Regularized uncertainty-based multi-task learning model for food analysis. J. Vis. Commun. Image Represent. 60: 360-370 (2019)
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Eduardo Aguilar, Petia Radeva: Class-Conditional Data Augmentation Applied to Image Classification. CAIP (2) 2019: 182-192
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Estefanía Talavera, Nicolai Petkov, Petia Radeva: Unsupervised Routine Discovery in Egocentric Photo-Streams. CAIP (1) 2019: 576-588
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Md. Mostafa Kamal Sarker, Syeda Furruka Banu, Hatem A. Rashwan, Mohamed Abdel-Nasser, Vivek Kumar Singh, Sylvie Chambon, Petia Radeva, Domenec Puig: Food Places Classification in Egocentric Images Using Siamese Neural Networks. CCIA 2019: 145-151
- Eduardo Aguilar, Petia Radeva: Food Recognition by Integrating Local and Flat Classifiers. IbPRIA (1) 2019: 65-74
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Alejandro Cartas, Jordi Luque, Petia Radeva, Carlos Segura, Mariella Dimiccoli: Seeing and Hearing Egocentric Actions: How Much Can We Learn? ICCV Workshops 2019: 4470-4480
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Emanuel Sánchez Aimar, Petia Radeva, Mariella Dimiccoli: Social Relation Recognition in Egocentric Photostreams. ICIP 2019: 3227-3231
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Estefanía Talavera, Alexandre Cola, Nicolai Petkov, Petia Radeva: Towards Egocentric Person Re-identification and Social Pattern Analysis. CoRR abs/1905.04073 (2019)
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Estefanía Talavera, Nicolai Petkov, Petia Radeva: Unsupervised routine discovery in egocentric photo-streams. CoRR abs/1905.04076 (2019)
- Estefanía Talavera, Nicolai Petkov, Petia Radeva: Towards Unsupervised Familiar Scene Recognition in Egocentric Videos. CoRR abs/1905.04093 (2019)
- Estefanía Talavera, Maria Leyva-Vallina, Md. Mostafa Kamal Sarker, Domenec Puig, Nicolai Petkov, Petia Radeva: Hierarchical approach to classify food scenes in egocentric photo streams. CoRR abs/1905.04097 (2019)
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Estefanía Talavera, Petia Radeva, Nicolai Petkov: Towards Emotion Retrieval in Egocentric PhotoStream. CoRR abs/1905.04107 (2019)
- Emanuel Sanchez Aimar, Petia Radeva, Mariella Dimiccoli Social Relation Recognition in Egocentric Photostreams. CoRR abs/1905.04734 (2019)
- Alejandro Cartas, Jordi Luque, Petia Radeva, Carlos Segura, Mariella Dimiccoli How Much Does Audio Matter to Recognize Egocentric Object Interactions? CoRR abs/1906.00634 (2019)
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Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Mohamed Abdel-Nasser, Vivek Kumar Singh, Syeda Furruka Banu, Farhan Akram, Forhad U. H. Chowdhury, Kabir Ahmed Choudhury, Sylvie Chambon, Petia Radeva, Domenec Puig: MobileGAN: Skin Lesion Segmentation Using a Lightweight Generative Adversarial Network. CoRR abs/1907.00856 (2019)
- Alejandro Cartas, Jordi Luque, Petia Radeva, Carlos Segura, Mariella Dimiccoli Seeing and Hearing Egocentric Actions: How Much Can We Learn? CoRR abs/1910.06693 (2019)
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Automatic Reminiscence Therapy for Dementia. CoRR abs/1910.11949 (2019)
- José Mena, Axel Brando, Oriol Pujol, Jordi Vitrià: Uncertainty Estimation for Black-Box Classification Models: A Use Case for Sentiment Analysis. IbPRIA (1) 2019: 29-40
- Pablo Laiz, Jordi Vitrià, Santi Seguí: Using the Triplet Loss for Domain Adaptation in WCE. ICCV Workshops 2019: 399-405
- Álvaro Parafita Martínez, Jordi Vitrià Marca: Explaining Visual Models by Causal Attribution. ICCV Workshops 2019: 4167-4175
- Axel Brando, José A. Rodríguez-Serrano, Jordi Vitrià, Alberto Rubio: Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians. NeurIPS 2019: 8836-8846
- José Mena, Marc Torrent-Moreno, Daniel González, Laura Portell, Oriol Pujol, Jordi Vitrià: Analysis of Vocational Education and Training and the Labour Market in Catalonia. A Data-Driven Approach. PKDD/ECML Workshops (1) 2019: 522-537
- Álvaro Parafita, Jordi Vitrià: Explaining Visual Models by Causal Attribution. CoRR abs/1909.08891 (2019)
- Axel Brando, José A. Rodríguez-Serrano, Jordi Vitrià, Alberto Rubio: Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians. CoRR abs/1910.12288 (2019)
- Pablo Laiz, Jordi Vitrià, Hagen Wenzek, Carolina Malagelada, Fernando Azpiroz, Santi Seguí: WCE Polyp Detection with Triplet based Embeddings. CoRR abs/1912.04643 (2019)
- Pablo Laiz, Jordi Vitrià, Santi Seguí: Using the Triplet Loss for Domain Adaptation in WCE. ICCV Workshops 2019: 399-405
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Pablo Laiz, Jordi Vitrià, Hagen Wenzek, Carolina Malagelada, Fernando Azpiroz, Santi Seguí: WCE Polyp Detection with Triplet based Embeddings. CoRR abs/1912.04643 (2019)
- Irene Unceta, Jordi Nin, Oriol Pujol: From Batch to Online Learning Using Copies. CCIA 2019: 125-134
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José Mena, Axel Brando, Oriol Pujol, Jordi Vitrià: Uncertainty Estimation for Black-Box Classification Models: A Use Case for Sentiment Analysis. IbPRIA (1) 2019: 29-40
- Irene Unceta, Jordi Nin, Oriol Pujol: Using Copies to Remove Sensitive Data: A Case Study on Fair Superhero Alignment Prediction. IbPRIA (1) 2019: 182-193
- José Mena, Marc Torrent-Moreno, Daniel González, Laura Portell, Oriol Pujol, Jordi Vitrià: Analysis of Vocational Education and Training and the Labour Market in Catalonia. A Data-Driven Approach. PKDD/ECML Workshops (1) 2019: 522-537
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Irene Unceta, Jordi Nin, Oriol Pujol: Copying Machine Learning Classifiers. CoRR abs/1903.01879 (2019)
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Irene Unceta, Diego Palacios, Jordi Nin, Oriol Pujol: Sampling Unknown Decision Functions to Build Classifier Copies. CoRR abs/1910.00237 (2019)
- José Mena, Oriol Pujol, Jordi Vitrià Dirichlet uncertainty wrappers for actionable algorithm accuracy accountability and auditability. CoRR abs/1912.12628 (2019)
- Juan Jose Rubio, Takahiro Kashiwa, Teera Laiteerapong, Wenlong Deng, Kohei Nagai, Sergio Escalera, Kotaro Nakayama, Yutaka Matsuo, Helmut Prendinger: Multi-class structural damage segmentation using fully convolutional networks. Comput. Ind. 112 (2019)
- Ikechukwu Ofodile, Ahmed Helmi, Albert Clapés, Egils Avots, Kerttu Maria Peensoo, Sandhra-Mirella Valdma, Andreas Valdmann, Heli Valtna-Lukner, Sergey Omelkov, Sergio Escalera, Cagri Ozcinar, Gholamreza Anbarjafari: Action Recognition Using Single-Pixel Time-of-Flight Detection. Entropy 21(4): 414 (2019)
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Mohammad N. S. Jahromi, Pau Buch-Cardona, Egils Avots, Kamal Nasrollahi, Sergio Escalera, Thomas B. Moeslund, Gholamreza Anbarjafari: Privacy-Constrained Biometric System for Non-Cooperative Users. Entropy 21(11): 1033 (2019)
- Andre Litvin, Kamal Nasrollahi, Sergio Escalera, Cagri Ozcinar, Thomas B. Moeslund, Gholamreza Anbarjafari: A novel deep network architecture for reconstructing RGB facial images from thermal for face recognition. Multimedia Tools Appl. 78(18): 25259-25271 (2019)
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Egils Avots, Meysam Madadi, Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Paul Pällin, Gholamreza Anbarjafari: From 2D to 3D geodesic-based garment matching. Multimedia Tools Appl. 78(18): 25829-25853 (2019)
- Gholamreza Anbarjafari, Sergio Escalera, Kamal Nasrollahi, Hugo Jair Escalante, Xavier Baró, Jun Wan, Thomas B. Moeslund Guest editorial: special issue on human abnormal behavioural analysis. Mach. Vis. Appl. 30(5): 807-811 (2019)
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Fatemeh Noroozi, Marina Marjanovic, Angelina Njegus, Sergio Escalera, Gholamreza Anbarjafari: Audio-Visual Emotion Recognition in Video Clips. IEEE Trans. Affective Computing 10(1): 60-75 (2019)
- Reza Azad, Maryam Asadi-Aghbolaghi, Shohreh Kasaei, Sergio Escalera: Dynamic 3D Hand Gesture Recognition by Learning Weighted Depth Motion Maps. IEEE Trans. Circuits Syst. Video Techn. 29(6): 1729-1740 (2019)
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Ajian Liu, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zichang Tan, Qi Yuan, Kai Wang, Chi Lin, Guodong Guo, Isabelle Guyon, Stan Z. Li:
Multi-Modal Face Anti-Spoofing Attack Detection Challenge at CVPR2019. CVPR Workshops 2019
- Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan, Sergio Escalera, Hailin Shi, Zezheng Wang, Stan Z. Li A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing. CVPR 2019: 919-928
- Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera, Aleix M. Martínez What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks? CVPR 2019: 4757-4766
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Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz:
LSTA: Long Short-Term Attention for Egocentric Action Recognition. CVPR 2019: 9954-9963 - Daniel Sánchez, Marc Oliu, Meysam Madadi, Xavier Baró, Sergio Escalera: Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation. FG 2019: 1-8
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Júlio C. S. Jacques Júnior, Cagri Ozcinar, Marina Marjanovic, Xavier Baró, Gholamreza Anbarjafari, Sergio Escalera: On the effect of age perception biases for real age regression. FG 2019: 1-8
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Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions. ICCV Workshops 2019: 406-415
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María Inés Torres, Javier Mikel Olaso, César Montenegro, Roberto Santana, A. Vázquez, Raquel Justo, José Antonio Lozano, Stephan Schlögl, Gérard Chollet, Nazim Dugan, M. Irvine, Neil Glackin, C. Pickard, Anna Esposito, Gennaro Cordasco, Alda Troncone, Dijana Petrovska-Delacrétaz, Aymen Mtibaa, Mohamed Amine Hmani, M. S. Korsnes, L. J. Martinussen, Sergio Escalera, C. Palmero Cantariño, Olivier Deroo, O. Gordeeva, Jofre Tenorio-Laranga, E. Gonzalez-Fraile, Begoña Fernández-Ruanova, A. Gonzalez-Pinto: The EMPATHIC project: mid-term achievements. PETRA 2019: 629-638
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Isabelle Guyon, Lisheng Sun-Hosoya, Marc Boullé, Hugo Jair Escalante, Sergio Escalera, Zhengying Liu, Damir Jajetic, Bisakha Ray, Mehreen Saeed, Michèle Sebag, Alexander R. Statnikov, Wei-Wei Tu, Evelyne Viegas: Analysis of the AutoML Challenge Series 2015-2018. Automated Machine Learning 2019: 177-219
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Julio Cezar Silveira Jacques, Cagri Ozcinar, Marina Marjanovic, Xavier Baró, Gholamreza Anbarjafari, Sergio Escalera: On the effect of age perception biases for real age regression. CoRR abs/1902.07653 (2019)
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Daniel Sánchez, Marc Oliu, Meysam Madadi, Xavier Baró, Sergio Escalera: Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation. CoRR abs/1905.03003 (2019)
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Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz: Hierarchical Feature Aggregation Networks for Video Action Recognition. CoRR abs/1905.12462 (2019)
- Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz FBK-HUPBA Submission to the EPIC-Kitchens 2019 Action Recognition Challenge. CoRR abs/1906.08960 (2019)
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Jun Wan, Chi Lin, Longyin Wen, Yunan Li, Qiguang Miao, Sergio Escalera, Gholamreza Anbarjafari, Isabelle Guyon, Guodong Guo, Stan Z. Li: ChaLearn Looking at People: IsoGD and ConGD Large-scale RGB-D Gesture Recognition. CoRR abs/1907.12193 (2019)
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Shifeng Zhang, Ajian Liu, Jun Wan, Yanyan Liang, Guogong Guo, Sergio Escalera, Hugo Jair Escalante, Stan Z. Li: CASIA-SURF: A Large-scale Multi-modal Benchmark for Face Anti-spoofing. CoRR abs/1908.10654 (2019)
- Reza Azad, Maryam Asadi-Aghbolaghi, Mahmood Fathy, Sergio Escalera: Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions. CoRR abs/1909.00166 (2019)
- Ricardo Darío Pérez Principi, Cristina Palmero, Júlio C. S. Jacques Júnior, Sergio Escalera: On the Effect of Observed Subject Biases in Apparent Personality Analysis from Audio-visual Signals. CoRR abs/1909.05568 (2019)
- Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz: Gate-Shift Networks for Video Action Recognition. CoRR abs/1912.00381 (2019)
- Ajian Liu, Zichang Tan, Xuan Li, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing. CoRR abs/1912.02340 (2019)
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Hugo Bertiche, Meysam Madadi, Sergio Escalera: CLOTH3D: Clothed 3D Humans. CoRR abs/1912.02792 (2019)
- Michael Alexander Wirth, Gabriella Fischer, Jorge Verdú, Lisa Reissner, Simone Balocco, Maurizio Calcagni: Comparison of a New Inertial Sensor Based System with an Optoelectronic Motion Capture System for Motion Analysis of Healthy Human Wrist Joints. Sensors 19(23): 5297 (2019)
- Hongen Liao, Simone Balocco, Guijin Wang, Feng Zhang, Yongpan Liu, Zijian Ding, Luc Duong, Renzo Phellan, Guillaume Zahnd, Katharina Breininger, Shadi Albarqouni, Stefano Moriconi, Su-Lin Lee, Stefanie Demirci: Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting – First International Workshop, MLMECH 2019, and 8th Joint International Workshop, CVII-STENT 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings. Lecture Notes in Computer Science 11794, Springer 2019, ISBN 978-3-030-33326-3 [contents]
- Anne-Sophie Gresle, Anna Cigarini, Leonardo de la Torre Avila, Irene Jimeno, Franco Bagnoli, Herman Dempere, Mireia Ribera, Eloi Puertas, Josep Perelló, María Jesús Pinazo: An Innovative Online Tool to Self-evaluate and Compare Participatory Research Projects Labelled as Science Shops or Citizen Science. INSCI 2019: 59-72
- Mireia Ribera, Àgata Lapedriza: Can we do better explanations? A proposal of user-centered explainable AI. IUI Workshops 2019
2018:
- Wendy Elvira-García, Simone Balocco, Paolo Roseano, Ana María Fernández Planas: ProDis: A dialectometric tool for acoustic prosodic data. Speech Commun. 97: 9-18 (2018)
- Simone Balocco, Mauricio González, Ricardo Ñanculef, Petia Radeva, Gabriel Thomas: Calcified Plaque Detection in IVUS Sequences: Preliminary Results Using Convolutional Nets. IWAIPR 2018: 34-42
- Danail Stoyanov, Zeike Taylor, Simone Balocco, Raphael Sznitman, Anne L. Martel, Lena Maier-Hein, Luc Duong, Guillaume Zahnd, Stefanie Demirci, Shadi Albarqouni, Su-Lin Lee, Stefano Moriconi, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Eric Granger, Pierre Jannin:
Intravascular Imaging and Computer Assisted Stenting – and – Large-Scale Annotation of Biomedical Data and Expert Label Synthesis – 7th Joint International Workshop, CVII-STENT 2018 and Third International Workshop, LABELS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings. Lecture Notes in Computer Science 11043, Springer 2018, ISBN 978-3-030-01363-9 [contents] - Jeroni Carandell, Luis Garrido, Laura Igual: Cage Active Contours for image warping and morphing. EURASIP J. Image and Video Processing 2018: 10 (2018)
- Aleix Solanes, Joaquim Radua, Laura Igual: Detection of Midline Brain Abnormalities Using Convolutional Neural Networks. BrainLes@MICCAI (1) 2018: 152-160
- Erol Kazancli, Vesna Prchkovska, Paulo Rodrigues, Pablo Villoslada, Laura Igual: Multiple Sclerosis Lesion Segmentation using Improved Convolutional Neural Networks. VISIGRAPP (4: VISAPP) 2018: 260-269
- Jianzhu Guo, Zhen Lei, Jun Wan, Egils Avots, Noushin Hajarolasvadi, Boris Knyazev, Artem Kuharenko, Julio Cezar Silveira Jacques, Xavier Baró, Hasan Demirel, Sergio Escalera, Juri Allik, Gholamreza Anbarjafari: Dominant and Complementary Emotion Recognition From Still Images of Faces. IEEE Access 6: 26391-26403 (2018)
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Pichao Wang, Wanqing Li, Philip Ogunbona, Jun Wan, Sergio Escalera: RGB-D-based human motion recognition with deep learning: A survey. Comput. Vis. Image Underst. 171: 118-139 (2018)
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Razieh Rastgoo, Kourosh Kiani, Sergio Escalera: Multi-Modal Deep Hand Sign Language Recognition in Still Images Using Restricted Boltzmann Machine. Entropy 20(11): 809 (2018)
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José García Rodríguez, Sergio Escalera, Alexandra Psarrou, Isabelle Guyon, Andrew Lewis, Juxi Leitner: Expert systems: Special issue on «Machine Learning Methods Neural Networks applied to Vision and Robotics (MLMVR)». Expert Systems 35(2) (2018)
- Jelena Gorbova, Egils Avots, Iiris Lüsi, Mark Fishel, Sergio Escalera, Gholamreza Anbarjafari: Integrating Vision and Language for First-Impression Personality Analysis. IEEE Multim. 25(2): 24-33 (2018)
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Huamin Ren, Nattiya Kanhabua, Andreas Møgelmose, Weifeng Liu, Kaustubh Kulkarni, Sergio Escalera, Xavier Baró, Thomas B. Moeslund: Back-dropout transfer learning for action recognition. IET Comput. Vis. 12(4): 484-491 (2018)
- Mohamed Ilyes Lakhal, Hakan Çevikalp, Sergio Escalera, Ferda Ofli:
Recurrent neural networks for remote sensing image classification. IET Comput. Vis. 12(7): 1040-1045 (2018) -
Sergio Escalera, Jordi Gonzàlez, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon: Looking at People Special Issue. Int. J. Comput. Vis. 126(2-4): 141-143 (2018)
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Pau Rodríguez, Miguel Ángel Bautista, Jordi Gonzàlez, Sergio Escalera:
Beyond one-hot encoding: Lower dimensional target embedding. Image Vis. Comput. 75: 21-31 (2018) -
Meysam Madadi, Sergio Escalera, Alex Carruesco, Carlos Andújar, Xavier Baró, Jordi Gonzàlez: Top-down model fitting for hand pose recovery in sequences of depth images. Image Vis. Comput. 79: 63-75 (2018)
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Julio Cezar Silveira Jacques, Xavier Baró, Sergio Escalera: Exploiting feature representations through similarity learning, post-ranking and ranking aggregation for person re-identification. Image Vis. Comput. 79: 76-85 (2018)
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Albert Clapés, Àlex Pardo, Oriol Pujol Vila, Sergio Escalera: Action detection fusing multiple Kinects and a WIMU: an application to in-home assistive technology for the elderly. Mach. Vis. Appl. 29(5): 765-788 (2018)
- Miguel Ángel Bautista, Oriol Pujol, Fernando De la Torre, Sergio Escalera: Error-Correcting Factorization. IEEE Trans. Pattern Anal. Mach. Intell. 40(10): 2388-2401 (2018)
- Sergio Escalera, Xavier Baró, Isabelle Guyon, Hugo Jair Escalante, Georgios Tzimiropoulos, Michel F. Valstar, Maja Pantic, Jeffrey F. Cohn, Takeo Kanade:
Guest Editorial: The Computational Face. IEEE Trans. Pattern Anal. Mach. Intell. 40(11): 2541-2545 (2018) - Jun Wan, Sergio Escalera, Francisco J. Perales López, Josef Kittler:
Articulated motion and deformable objects. Pattern Recognit. 79: 55-64 (2018) -
Mark Philip Philipsen, Jacob Velling Dueholm, Anders Jørgensen, Sergio Escalera, Thomas Baltzer Moeslund: Organ Segmentation in Poultry Viscera Using RGB-D. Sensors 18(1): 117 (2018)
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Sergio Escalera, Xavier Baró, Isabelle Guyon, Hugo Jair Escalante:
Guest Editorial: Apparent Personality Analysis. IEEE Trans. Affective Computing 9(3): 299-302 (2018) -
Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Marcel A. J. van Gerven, Rob van Lier:
Multimodal First Impression Analysis with Deep Residual Networks. IEEE Trans. Affective Computing 9(3): 316-329 (2018)
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Cristina Palmero, Javier Selva, Mohammad Ali Bagheri, Sergio Escalera:
Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues. BMVC 2018: 251 -
Albert Clapés, Ozan Bilici, Dariia Temirova, Egils Avots, Gholamreza Anbarjafari, Sergio Escalera: From Apparent to Real Age: Gender, Age, Ethnic, Makeup, and Expression Bias Analysis in Real Age Estimation. CVPR Workshops 2018: 2373-2382
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Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis A. Argyros, Tae-Kyun Kim: Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals. CVPR 2018: 2636-2645
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Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera: Deep Structure Inference Network for Facial Action Unit Recognition. ECCV (12) 2018: 309-324
- Mohamed Ilyes Lakhal, Albert Clapés, Sergio Escalera, Oswald Lanz, Andrea Cavallaro Residual Stacked RNNs for Action Recognition. ECCV Workshops (2) 2018: 534-548
- Marc Oliu, Javier Selva, Sergio Escalera: Folded Recurrent Neural Networks for Future Video Prediction. ECCV (14) 2018: 745-761
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Mohammad A. Haque, Ruben B. Bautista, Fatemeh Noroozi, Kaustubh Kulkarni, Christian B. Laursen, Ramin Irani, Marco Bellantonio, Sergio Escalera, Gholamreza Anbarjafari, Kamal Nasrollahi, Ole Kæseler Andersen, Erika G. Spaich, Thomas B. Moeslund: Deep Multimodal Pain Recognition: A Database and Comparison of Spatio-Temporal Visual Modalities. FG 2018: 250-257
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Rain Eric Haamer, Kaustubh Kulkarni, Nasrin Imanpour, Mohammad A. Haque, Egils Avots, Michelle Breisch, Kamal Nasrollahi, Sergio Escalera, Cagri Ozcinar, Xavier Baró, Ahmad Reza Naghsh-Nilchi, Thomas B. Moeslund, Gholamreza Anbarjafari: Changes in Facial Expression as Biometric: A Database and Benchmarks of Identification. FG 2018: 621-628
- Gabriela Ramírez-de-la-Rosa, Esaú Villatoro, Bogdan Ionescu, Hugo Jair Escalante, Sergio Escalera, Martha A. Larson, Henning Müller, Isabelle Guyon: Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest. CVAUI/IWCF/MIPPSNA@ICPR 2018: 127-139
- Mohamed Ilyes Lakhal, Sergio Escalera, Hakan Cevikalp: CRN: End-to-end Convolutional Recurrent Network Structure Applied to Vehicle Classification. VISIGRAPP (5: VISAPP) 2018: 137-144
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Mohammad N. S. Jahromi, Morten Bojesen Bonderup, Maryam Asadi-Aghbolaghi, Egils Avots, Kamal Nasrollahi, Sergio Escalera, Shohreh Kasaei, Thomas B. Moeslund, Gholamreza Anbarjafari: Automatic Access Control Based on Face and Hand Biometrics in a Non-cooperative Context. WACV Workshops 2018: 28-36
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Fatemeh Noroozi, Ciprian Adrian Corneanu, Dorota Kaminska, Tomasz Sapinski, Sergio Escalera, Gholamreza Anbarjafari: Survey on Emotional Body Gesture Recognition. CoRR abs/1801.07481 (2018)
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Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier:
Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. CoRR abs/1802.00745 (2018) -
Ciprian A. Corneanu, Meysam Madadi, Sergio Escalera: Deep Structure Inference Network for Facial Action Unit Recognition. CoRR abs/1803.05873 (2018)
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Júlio C. S. Jacques Júnior, Xavier Baró, Sergio Escalera: Exploiting feature representations through similarity learning, post-ranking and ranking aggregation for person re-identification. CoRR abs/1804.04419 (2018)
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Júlio C. S. Jacques Júnior, Yagmur Güçlütürk, Marc Pérez, Umut Güçlü, Carlos Andújar, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon, Marcel A. J. van Gerven, Rob van Lier, Sergio Escalera: First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis. CoRR abs/1804.08046 (2018)
- Cristina Palmero, Javier Selva, Mohammad Ali Bagheri, Sergio Escalera: Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues. CoRR abs/1805.03064 (2018)
- Pau Rodríguez, Miguel Ángel Bautista, Jordi Gonzàlez, Sergio Escalera:
Beyond One-hot Encoding: lower dimensional target embedding. CoRR abs/1806.10805 (2018) - Meysam Madadi, Egils Avots, Sergio Escalera, Jordi Gonzàlez, Xavier Baró, Gholamreza Anbarjafari: From 2D to 3D Geodesic-based Garment Matching. CoRR abs/1809.08064 (2018)
- Fatemeh Noroozi, Marina Marjanovic, Angelina Njegus, Sergio Escalera, Gholamreza Anbarjafari: A Study of Language and Classifier-independent Feature Analysis for Vocal Emotion Recognition. CoRR abs/1811.08935 (2018)
- Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz: LSTA: Long Short-Term Attention for Egocentric Action Recognition. CoRR abs/1811.10698 (2018)
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Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan, Sergio Escalera, Hailin Shi, Zezheng Wang, Stan Z. Li: CASIA-SURF: A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing. CoRR abs/1812.00408 (2018)
- Meysam Madadi, Hugo Bertiche, Sergio Escalera: SMPLR: Deep SMPL reverse for 3D human pose and shape recovery. CoRR abs/1812.10766 (2018)
- Irene Unceta, Jordi Nin, Oriol Pujol: Towards Global Explanations for Credit Risk Scoring. CoRR abs/1811.07698 (2018)
- Guillem Pascual, Santi Seguí, Jordi Vitrià: Uncertainty Gated Network for Land Cover Segmentation. CVPR Workshops 2018: 276-279
- Axel Brando, José A. Rodríguez-Serrano, Mauricio Ciprian, Roberto Maestre, Jordi Vitrià: Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series. ECML/PKDD (3) 2018: 325-340
- Guillem Pascual, Santi Seguí, Jordi Vitrià: Uncertainty Gated Network for Land Cover Segmentation. CoRR abs/1805.11348 (2018)
- Axel Brando, José A. Rodríguez-Serrano, Mauricio Ciprian, Roberto Maestre, Jordi Vitrià: Uncertainty Modelling in Deep Networks: Forecasting Short and Noisy Series. CoRR abs/1807.09011 (2018)
- Sumit K. Banchhor, Narendra D. Londhe, Tadashi Araki, Luca Saba, Petia Radeva, Narendra N. Khanna, Jasjit S. Suri: Calcium detection, its quantification, and grayscale morphology-based risk stratification using machine learning in multimodality big data coronary and carotid scans: A review. Comp. in Bio. and Med. 101: 184-198 (2018)
- Maedeh Aghaei, Mariella Dimiccoli, Cristian Canton-Ferrer, Petia Radeva: Towards social pattern characterization in egocentric photo-streams. Comput. Vis. Image Underst. 171: 104-117 (2018)
- Marc Bolaños, Álvaro Peris, Francisco Casacuberta, Sergi Soler, Petia Radeva: Egocentric video description based on temporally-linked sequences. J. Vis. Commun. Image Represent. 50: 205-216 (2018)
- Mariella Dimiccoli, Cathal Gurrin, David J. Crandall, Xavier Giró, Petia Radeva: Introduction to the special issue: Egocentric Vision and Lifelogging. J. Vis. Commun. Image Represent. 55: 352-353 (2018)
- Alejandro Cartas, Juan Marín, Petia Radeva, Mariella Dimiccoli: Batch-based activity recognition from egocentric photo-streams revisited. Pattern Anal. Appl. 21(4): 953-965 (2018)
- Eduardo Aguilar, Beatriz Remeseiro, Marc Bolaños, Petia Radeva: Grab, Pay, and Eat: Semantic Food Detection for Smart Restaurants. IEEE Trans. Multimedia 20(12): 3266-3275 (2018)
- Estefanía Talavera, Alexandre Cola, Nicolai Petkov, Petia Radeva: Towards Egocentric Person Re-Identification and Social Pattern Analysis. APPIS 2018: 203-211
- Md. Mostafa Kamal Sarker, Mohammed Jabreel, Hatem A. Rashwan, Syeda Furruka Banu, Vivek Kumar Singh, Antonio Moreno, Petia Radeva, Domenec Puig: CuisineNet: Food Attributes Classification Using Multi-Scale Convolution Network. CCIA 2018: 365-372
- Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Estefanía Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig: MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-Streams. ECCV Workshops (5) 2018: 423-433
- Marc Bolaños, Marc Valdivia, Petia Radeva: Where and What Am I Eating? Image-Based Food Menu Recognition. ECCV Workshops (6) 2018: 590-605
- Aina Ferrà, Eduardo Aguilar, Petia Radeva: Multiple Wavelet Pooling for CNNs. ECCV Workshops (4) 2018: 671-675
- Stefan Schurischuster, Beatriz Remeseiro, Petia Radeva, Martin Kampel: A Preliminary Study of Image Analysis for Parasite Detection on Honey Bees. ICIAR 2018: 465-473
- Simone Balocco, Mauricio González, Ricardo Ñanculef, Petia Radeva, Gabriel Thomas: Calcified Plaque Detection in IVUS Sequences: Preliminary Results Using Convolutional Nets. IWAIPR 2018: 34-42
- Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Syeda Furruka Banu, Adel Saleh, Vivek Kumar Singh, Forhad U. H. Chowdhury, Saddam Abdulwahab, Santiago Romani, Petia Radeva, Domenec Puig: SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks. MICCAI (2) 2018: 21-29
- Stefan Lonn, Petia Radeva, Mariella Dimiccoli: A picture is worth a thousand words but how to organize thousands of pictures? CoRR abs/1803.05940 (2018)
- Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Syeda Furruka Banu, Adel Saleh, Vivek Kumar Singh, Forhad U. H. Chowdhury, Saddam Abdulwahab, Santiago Romani, Petia Radeva, Domenec Puig: SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks. CoRR abs/1805.10241 (2018)
- Md. Mostafa Kamal Sarker, Mohammed Jabreel, Hatem A. Rashwan, Syeda Furruka Banu, Petia Radeva, Domenec Puig: CuisineNet: Food Attributes Classification using Multi-scale Convolution Network. CoRR abs/1805.12081 (2018)
- Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Estefanía Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig: MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-streams. CoRR abs/1808.09829 (2018)
- Alejandro Cartas, Estefanía Talavera, Petia Radeva, Mariella Dimiccoli: On the Role of Event Boundaries in Egocentric Activity Recognition from Photostreams. CoRR abs/1809.00402 (2018)
2017:
- Hadi Keivan Ekbatani, Oriol Pujol, Santi Seguí: Synthetic Data Generation for Deep Learning in Counting Pedestrians. ICPRAM 2017: 318-323
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Laura Igual, Santi Seguí: Introduction to Data Science – A Python Approach to Concepts, Techniques and Applications.Undergraduate Topics in Computer Science, Springer 2017, ISBN 978-3-319-50016-4, pp. 1-215
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Xavier Perez-Sala, Fernando De la Torre, Laura Igual, Sergio Escalera, Cecilio Angulo: Subspace Procrustes Analysis. International Journal of Computer Vision 121(3): 327-343 (2017)
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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) -
Sumit K. Banchhor, Narendra D. Londhe, Tadashi Araki, Luca Saba, Petia Radeva, John R. Laird, Jasjit S. Suri, Fellow AIMBE:
Well-balanced system for coronary calcium detection and volume measurement in a low resolution intravascular ultrasound videos. Comp. in Bio. and Med. 84: 168-181 (2017) -
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)
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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)
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Marc Bolaños, Mariella Dimiccoli, Petia Radeva: Toward Storytelling From Visual Lifelogging: An Overview. IEEE Trans. Human-Machine Systems 47(1): 77-90 (2017)
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Marc Bolaños, Álvaro Peris, Francisco Casacuberta, Petia Radeva: VIBIKNet: Visual Bidirectional Kernelized Network for Visual Question Answering. IbPRIA 2017: 372-380
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Alejandro Cartas, Juan Marín, Petia Radeva, Mariella Dimiccoli: Recognizing Activities of Daily Living from Egocentric Images. IbPRIA 2017: 87-95
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Gabriel Oliveira-Barra, Mariella Dimiccoli, Petia Radeva: Leveraging Activity Indexing for Egocentric Image Retrieval. IbPRIA 2017: 295-303
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Estefanía Talavera, Nicola Strisciuglio, Nicolai Petkov, Petia Radeva: Sentiment Recognition in Egocentric Photostreams. IbPRIA 2017: 471-479
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Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva: All the people around me: face discovery in egocentric photo-streams. CoRR abs/1703.01790 (2017)
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Maedeh Aghaei, Federico Parezzan, Mariella Dimiccoli, Petia Radeva, Marco Cristani: Clothing and People – A Social Signal Processing Perspective. CoRR abs/1704.02231 (2017)
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Marc Bolaños, Álvaro Peris, Francisco Casacuberta, Sergi Soler, Petia Radeva: Egocentric Video Description based on Temporally-Linked Sequences. CoRR abs/1704.02163 (2017)
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Alejandro Cartas, Juan Marín, Petia Radeva, Mariella Dimiccoli: Recognizing Activities of Daily Living from Egocentric Images. CoRR abs/1704.04097 (2017)
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Estefanía Talavera, Mariella Dimiccoli, Marc Bolaños, Maedeh Aghaei, Petia Radeva: R-Clustering for Egocentric Video Segmentation. CoRR abs/1704.02809 (2017)
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Estefanía Talavera, Nicola Strisciuglio, Nicolai Petkov, Petia Radeva: Sentiment Recognition in Egocentric Photostreams. CoRR abs/1703.09933 (2017)
2016:
- 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)
- 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 Systems 40(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
- Álvaro Peris, Marc Bolaños, Petia Radeva, Francisco Casacuberta: Video Description Using Bidirectional Recurrent Neural Networks. ICANN (2)2016: 3-11
- 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
- Álvaro Peris, Marc Bolaños, Petia Radeva, Francisco Casacuberta: Video Description using Bidirectional Recurrent Neural Networks. CoRRabs/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. CoRRabs/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)
- Miguel Ángel Bautista, Antonio Hernández-Vela, Sergio Escalera, Laura Igual, Oriol Pujol, Josep Moya, Verónica Violant, María Teresa Anguera: A Gesture Recognition System for Detecting Behavioral Patterns of ADHD. IEEE Trans. Cybernetics 46(1): 136-147 (2016)
- Constantine Butakoff, Simone Balocco, Federico M. Sukno, Corné Hoogendoorn, Catalina Tobon-Gomez, Gustavo Avegliano, Alejandro F. Frangi: Left-ventricular epi- and endocardium extraction from 3D ultrasound images using an automatically constructed 3D ASM. CMBBE: Imaging & Visualization 4(5): 265-280 (2016)
- Su-Lin Lee, Simone Balocco, Carlo Gatta, Stefanie Demirci, Geir Arne Tangen: Editorial. Comp. Med. Imag. and Graph. 50: 1 (2016)
- Maria Oliver, Gloria Haro, Mariella Dimiccoli, Baptiste Mazin, Coloma Ballester: A Computational Model for Amodal Completion. Journal of Mathematical Imaging and Vision56(3): 511-534 (2016)
- Mariella Dimiccoli, Jean-Pascal Jacob, Lionel Moisan: Particle detection and tracking in fluorescence time-lapse imaging: a contrario approach.Mach. Vis. Appl. 27(4): 511-527 (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)
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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)
- Santi Seguí, Oriol Pujol, Jordi Vitrià: Learning to count with deep object features. CVPR Workshops 2015: 90-96
- Santi Seguí, Oriol Pujol, Jordi Vitrià: Learning to count with deep object features. CoRR abs/1505.08082 (2015)
- Lluís Garrido, Marité Guerrieri, Laura Igual: Image Segmentation With Cage Active Contours. IEEE Trans. Image Processing 24(12): 5557-5566 (2015)
- Marta Nuñez Garcia, Sonja Simpraga, Maria Angeles Jurado, Maite Garolera, Roser Pueyo, Laura Igual: FADR: Functional-Anatomical Discriminative Regions for Rest fMRI Characterization. MLMI2015: 61-68
- Julie Digne, Mariella Dimiccoli, Neus Sabater, Philippe Salembier: Neighborhood Filters and the Recovery of 3D Information. Handbook of Mathematical Methods in Imaging 2015: 1645-1673
- Mariella Dimiccoli, Jean-Pascal Jacob, Lionel Moisan: Particle detection and tracking by a-contrario approach: application to fluorescence time-lapse imaging. CoRR abs/1507.06266 (2015)
- Mariella Dimiccoli, Jean-Pascal Jacob, Lionel Moisan: Active skeleton for bacteria modeling. CoRR abs/1507.06504 (2015)
- Maria Oliver, Gloria Haro, Mariella Dimiccoli, Baptiste Mazin, Coloma Ballester: A Computational Model for Amodal Completion. CoRR abs/1511.08418 (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 G. 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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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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Santi Seguí, Michal Drozdzal, Ekaterina Zaytseva, Carolina Malagelada, Fernando Azpiroz, Petia Radeva, Jordi Vitrià: Detection of Wrinkle Frames in Endoluminal Videos Using Betweenness Centrality Measures for Images. IEEE J. Biomedical and Health Informatics 18(6): 1831-1838 (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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Maedeh Aghaei, Petia Radeva: Bag-of-Tracklets for Person Tracking in Life-Logging Data. CCIA 2014: 35-44
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Michal Drozdzal, Jordi Vitrià, Santi Seguí, Carolina Malagelada, Fernando Azpiroz, Petia Radeva: Intestinal event segmentation for endoluminal video analysis. ICIP 2014: 3592-3596
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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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Laura Igual, Xavier Perez-Sala, Sergio Escalera, Cecilio Angulo, Fernando De la Torre: Continuous Generalized Procrustes analysis. Pattern Recognition 47(2): 659-671 (2014)
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Xavier Perez-Sala, Fernando De la Torre, Laura Igual, Sergio Escalera, Cecilio Angulo: Subspace Procrustes Analysis. ECCV Workshops (1) 2014: 654-668
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Alejandro Tabas, Emili Balaguer-Ballester, Laura Igual: Spatial discriminant ICA for RS-fMRI characterisation. PRNI 2014: 1-4
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Qi Xue, Laura Igual, Albert Berenguel, Marité Guerrieri, Lluís Garrido: Active Contour Segmentation with Affine Coordinate-based Parametrization. VISAPP (1) 2014:5-14
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Qi Xue, Laura Igual, Albert Berenguel, Marité Guerrieri, Lluís Garrido: Affine Coordinate-Based Parametrized Active Contours for 2D and 3D Image Segmentation.VISIGRAPP (Selected Papers) 2014: 206-222
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Miguel Ángel Bautista, Antonio Hernández-Vela, Sergio Escalera, Laura Igual, Oriol Pujol, Josep Moya, Verónica Violant, María Teresa Anguera: A Gesture Recognition System for Detecting Behavioral Patterns of ADHD. CoRR abs/1410.4485 (2014)
- Guillaume Zahnd, Maciej Orkisz, Simone Balocco, André Sérusclat, Philippe Moulin, Didier Vray: Tracking arterial wall motion in a 2D+t volume. BHI 2014: 672-675
2013:
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Michal Drozdzal, Santi Seguí, Jordi Vitrià, Carolina Malagelada, Fernando Azpiroz, Petia Radeva: Adaptable image cuts for motility inspection using WCE. Comp. Med. Imag. and Graph. 37(1): 72-80 (2013)
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Francesco Ciompi, Rui Hua, Simone Balocco, Marina Alberti, Oriol Pujol, Carles Caus, Josepa Mauri, Petia Radeva: Learning to Detect Stent Struts in Intravascular Ultrasound. IbPRIA 2013: 575-583
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Francesco Ciompi, Simone Balocco, Carles Caus, Josepa Mauri, Petia Radeva: Stent Shape Estimation through a Comprehensive Interpretation of Intravascular Ultrasound Images. MICCAI (2) 2013: 345-352
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Marc Bolaños, Maite Garolera, Petia Radeva: Active labeling application applied to food-related object recognition. CEA@ACM Multimedia 2013: 45-50
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Santi Seguí, Ekaterina Zaytseva, Michal Drozdzal, Carolina Malagelada, Fernando Azpiroz, Petia Radeva, Jordi Vitrià: A new image centrality descriptor for wrinkle frame detection in WCE videos. MVA 2013: 25-28
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Víctor Borjas, Jordi Vitrià, Petia Radeva: Gradient Histogram Background Modeling for People Detection in Stationary Camera Environments. MVA 2013: 65-68
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Michal Drozdzal, Santi Seguí, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià: An Application for Efficient Error-Free Labeling of Medical Images. Multimodal Interaction in Image and Video Applications 2013: 1-16
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Santi Seguí, Laura Igual, Jordi Vitrià: Bagged One-Class Classifiers in the Presence of Outliers. IJPRAI 27(5) (2013)
- Angel Domingo Sappa, Jordi Vitrià: Multimodal Interaction in Image and Video Applications. Intelligent Systems Reference Library 48, Springer 2013, ISBN 978-3-642-35931-6
- Laura Igual, Àgata Lapedriza, Ricard Borràs: Robust gait-based gender classification using depth cameras. EURASIP J. Image and Video Processing 2013: 1 (2013)
- 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)
- 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)
- 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)