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2020 – today
- 2023
[j45]Nahuel Statuto, Irene Unceta, Jordi Nin, Oriol Pujol:
A Scalable and Efficient Iterative Method for Copying Machine Learning Classifiers. J. Mach. Learn. Res. 24: 390:1-390:34 (2023)- [j44]Aina Ferrà
, Carles Casacuberta, Oriol Pujol:
Importance attribution in neural networks by means of persistence landscapes of time series. Neural Comput. Appl. 35(27): 20143-20156 (2023) - [c70]Sergi Bech, Bárbara Lobato, Oriol Pujol, José Manuel Soria, Andrés Muñoz:
Assessing VTE Risk in Cancer Patients Using Deep Learning Synthetic Data Generation and Domain Adaptation Techniques. CCIA 2023: 183-192 - [c69]Paula Subías-Beltrán, Oriol Pujol, Itziar de Lecuona, Vicent J. Ribas Ripoll:
Respect for Autonomy in the Machine Learning Pipeline. CCIA 2023: 221-230 - [i14]Nahuel Statuto, Irene Unceta, Jordi Nin, Oriol Pujol:
A Scalable and Efficient Iterative Method for Copying Machine Learning Classifiers. CoRR abs/2302.02667 (2023) - [i13]Aina Ferrà, Carles Casacuberta, Oriol Pujol:
Importance attribution in neural networks by means of persistence landscapes of time series. CoRR abs/2302.03132 (2023) - 2022
- [j43]José Mena, Oriol Pujol, Jordi Vitrià:
A Survey on Uncertainty Estimation in Deep Learning Classification Systems from a Bayesian Perspective. ACM Comput. Surv. 54(9): 193:1-193:35 (2022) - [c68]Carles Roger Riera Molina, Camilo Rey, Thiago Serra, Eloi Puertas, Oriol Pujol:
Training Thinner and Deeper Neural Networks: Jumpstart Regularization. CPAIOR 2022: 345-357 - [c67]Paula Subías-Beltrán, Oriol Pujol, Itziar de Lecuona:
The forgotten human autonomy in Machine Learning. IAIL@HHAI 2022 - [i12]Carles Roger Riera Molina, Camilo Rey, Thiago Serra, Eloi Puertas, Oriol Pujol:
Training Thinner and Deeper Neural Networks: Jumpstart Regularization. CoRR abs/2201.12795 (2022) - [i11]Aina Ferrà, Carles Casacuberta, Oriol Pujol:
Reconstruction of univariate functions from directional persistence diagrams. CoRR abs/2203.01894 (2022) - 2021
- [j42]Irene Unceta, Jordi Nin, Oriol Pujol:
Differential Replication for Credit Scoring in Regulated Environments. Entropy 23(4): 407 (2021) - [c66]Albert Abio, Francesc Bonada, Oriol Pujol:
Combining Simulations and Machine Learning for Efficient Prediction of Process Parameters Evolution in Injection Moulding. CCIA 2021: 197-206 - [c65]Carlos Mougan, David Masip, Jordi Nin, Oriol Pujol:
Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems. MDAI 2021: 168-180 - [i10]Carlos Mougan, David Masip, Jordi Nin, Oriol Pujol:
Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems. CoRR abs/2105.13783 (2021) - 2020
- [j41]José Mena, Oriol Pujol, Jordi Vitrià:
Uncertainty-Based Rejection Wrappers for Black-Box Classifiers. IEEE Access 8: 101721-101746 (2020) - [j40]Irene Unceta, Jordi Nin, Oriol Pujol:
Copying Machine Learning Classifiers. IEEE Access 8: 160268-160284 (2020) - [j39]Irene Unceta, Jordi Nin, Oriol Pujol:
Environmental Adaptation and Differential Replication in Machine Learning. Entropy 22(10): 1122 (2020) - [c64]José Mena Roldán, Oriol Pujol Vila, Jordi Vitrià Marca:
Dirichlet uncertainty wrappers for actionable algorithm accuracy accountability and auditability. FAT* 2020: 581 - [c63]Irene Unceta, Diego Palacios, Jordi Nin, Oriol Pujol:
Sampling Unknown Decision Functions to Build Classifier Copies. MDAI 2020: 192-204 - [i9]Irene Unceta, Jordi Nin, Oriol Pujol:
Differential Replication in Machine Learning. CoRR abs/2007.07981 (2020)
2010 – 2019
- 2019
- [c62]Irene Unceta, Jordi Nin, Oriol Pujol:
From Batch to Online Learning Using Copies. CCIA 2019: 125-134 - [c61]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 - [c60]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 - [c59]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 - [i8]Irene Unceta, Jordi Nin, Oriol Pujol:
Copying Machine Learning Classifiers. CoRR abs/1903.01879 (2019) - [i7]Irene Unceta, Diego Palacios, Jordi Nin, Oriol Pujol:
Sampling Unknown Decision Functions to Build Classifier Copies. CoRR abs/1910.00237 (2019) - [i6]José Mena, Oriol Pujol, Jordi Vitrià:
Dirichlet uncertainty wrappers for actionable algorithm accuracy accountability and auditability. CoRR abs/1912.12628 (2019) - 2018
- [j38]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) - [j37]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) - [i5]Irene Unceta, Jordi Nin, Oriol Pujol:
Towards Global Explanations for Credit Risk Scoring. CoRR abs/1811.07698 (2018) - 2017
- [c58]Hadi Keivan Ekbatani, Oriol Pujol, Santi Seguí:
Synthetic Data Generation for Deep Learning in Counting Pedestrians. ICPRAM 2017: 318-323 - [i4]Carles Roger Riera Molina, Oriol Pujol Vila:
Solving internal covariate shift in deep learning with linked neurons. CoRR abs/1712.02609 (2017) - 2016
- [j36]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. Cybern. 46(1): 136-147 (2016) - [c57]Carles Roger Riera Molina, Oriol Pujol:
An Approximate Support Vector Machines Solver with Budget Control. CIARP 2016: 377-384 - 2015
- [j35]Lledó Museros Cabedo, Oriol Pujol, Núria Agell:
Special Issue on "New Advances in Similarity-Based Systems and Applications". Appl. Artif. Intell. 29(5): 421-423 (2015) - [j34]Eloi Puertas, Sergio Escalera, Oriol Pujol:
Generalized multi-scale stacked sequential learning for multi-class classification. Pattern Anal. Appl. 18(2): 247-261 (2015) - [j33]Lledó Museros Cabedo, Oriol Pujol, Núria Agell:
Special issue CogKnow. Pattern Recognit. Lett. 67: 1 (2015) - [c56]Santi Seguí, Oriol Pujol, Jordi Vitrià:
Learning to count with deep object features. CVPR Workshops 2015: 90-96 - [i3]Miguel Ángel Bautista, Oriol Pujol, Fernando De la Torre, Sergio Escalera:
Error-Correcting Factorization. CoRR abs/1502.07976 (2015) - [i2]Santi Seguí, Oriol Pujol, Jordi Vitrià:
Learning to count with deep object features. CoRR abs/1505.08082 (2015) - 2014
- [j32]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, Eduardo Gerardo Mendizabal Ruiz, Mariano Rivera, Timur Aksoy, Richard W. Downe, Ioannis A. Kakadiaris:
Standardized evaluation methodology and reference database for evaluating IVUS image segmentation. Comput. Medical Imaging Graph. 38(2): 70-90 (2014) - [j31]Pierluigi Casale, Oriol Pujol, Petia Radeva:
Approximate polytope ensemble for one-class classification. Pattern Recognit. 47(2): 854-864 (2014) - [j30]Miguel Ángel Bautista, Sergio Escalera, Xavier Baró, Oriol Pujol:
On the design of an ECOC-Compliant Genetic Algorithm. Pattern Recognit. 47(2): 865-884 (2014) - [j29]Francesco Ciompi, Oriol Pujol, Petia Radeva:
ECOC-DRF: Discriminative random fields based on error correcting output codes. Pattern Recognit. 47(6): 2193-2204 (2014) - [j28]Antonio Hernández-Vela, Miguel Ángel Bautista, Xavier Perez-Sala, Víctor Ponce-López, Sergio Escalera, Xavier Baró, Oriol Pujol, Cecilio Angulo:
Probability-based Dynamic Time Warping and Bag-of-Visual-and-Depth-Words for Human Gesture Recognition in RGB-D. Pattern Recognit. Lett. 50: 112-121 (2014) - [c55]Eloi Puertas, Miguel Ángel Bautista, Daniel Sánchez, Sergio Escalera, Oriol Pujol:
Learning to Segment Humans by Stacking Their Body Parts. ECCV Workshops (1) 2014: 685-697 - [e1]Lledó Museros Cabedo, Oriol Pujol, Núria Agell:
Artificial Intelligence Research and Development - Proceedings of the 17th International Conference of the Catalan Association for Artificial Intelligence, Barcelona, Catalonia, Spain, October 22-24, 2014. Frontiers in Artificial Intelligence and Applications 269, IOS Press 2014, ISBN 978-1-61499-451-0 [contents] - [d1]Pierluigi Casale, Oriol Pujol, Petia Radeva:
Activity Recognition from Single Chest-Mounted Accelerometer. UCI Machine Learning Repository, 2014
- [i1]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) - 2013
- [c54]Àlex Pardo, Albert Clapés, Sergio Escalera, Oriol Pujol:
Actions in Context: System for People with Dementia. CitiSens 2013: 3-14 - [c53]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 - 2012
- [j27]Francesco Ciompi, Oriol Pujol, Carlo Gatta, Marina Alberti, Simone Balocco, Xavier Carrillo, Josepa Mauri-Ferre, Petia Radeva:
HoliMAb: A holistic approach for Media-Adventitia border detection in intravascular ultrasound. Medical Image Anal. 16(6): 1085-1100 (2012) - [j26]Miguel Ángel Bautista, Sergio Escalera, Xavier Baró, Petia Radeva, Jordi Vitrià, Oriol Pujol:
Minimal design of error-correcting output codes. Pattern Recognit. Lett. 33(6): 693-702 (2012) - [j25]Pierluigi Casale, Oriol Pujol, Petia Radeva:
Personalization and user verification in wearable systems using biometric walking patterns. Pers. Ubiquitous Comput. 16(5): 563-580 (2012) - [j24]Marina Alberti, Simone Balocco, Carlo Gatta, Francesco Ciompi, Oriol Pujol, Joana Silva, Xavier Carrillo, Petia Radeva:
Automatic Bifurcation Detection in Coronary IVUS Sequences. IEEE Trans. Biomed. Eng. 59(4): 1022-1031 (2012) - [c52]Antonio Hernández-Vela, Miguel Ángel Bautista, Xavier Perez-Sala, Víctor Ponce-López, Xavier Baró, Oriol Pujol, Cecilio Angulo, Sergio Escalera:
BoVDW: Bag-of-Visual-and-Depth-Words for gesture recognition. ICPR 2012: 449-452 - [c51]Miguel Ángel Bautista, Sergio Escalera, Xavier Baró, Oriol Pujol:
A Genetic Inspired Optimization for ECOC. SSPR/SPR 2012: 743-751 - [c50]Miguel Ángel Bautista, Antonio Hernández-Vela, Víctor Ponce-López, Xavier Perez-Sala, Xavier Baró, Oriol Pujol, Cecilio Angulo, Sergio Escalera:
Probability-Based Dynamic Time Warping for Gesture Recognition on RGB-D Data. WDIA 2012: 126-135 - 2011
- [b1]Sergio Escalera, Xavier Baró, Oriol Pujol, Jordi Vitrià, Petia Radeva:
Traffic-Sign Recognition Systems. Springer Briefs in Computer Science, Springer 2011, ISBN 978-1-4471-2244-9, pp. i-vi, 1-96 - [j23]Carlo Gatta, Eloi Puertas, Oriol Pujol:
Multi-scale stacked sequential learning. Pattern Recognit. 44(10-11): 2414-2426 (2011) - [j22]Sergio Escalera, David Masip, Eloi Puertas, Petia Radeva, Oriol Pujol:
Online error correcting output codes. Pattern Recognit. Lett. 32(3): 458-467 (2011) - [j21]José C. R. Seabra, Francesco Ciompi, Oriol Pujol, Josepa Mauri, Petia Radeva, João M. Sanches:
Rayleigh Mixture Model for Plaque Characterization in Intravascular Ultrasound. IEEE Trans. Biomed. Eng. 58(5): 1314-1324 (2011) - [j20]Sergio Escalera, Alicia Fornés, Oriol Pujol, Josep Lladós, Petia Radeva:
Circular Blurred Shape Model for Multiclass Symbol Recognition. IEEE Trans. Syst. Man Cybern. Part B 41(2): 497-506 (2011) - [c49]Marina Alberti, Carlo Gatta, Simone Balocco, Francesco Ciompi, Oriol Pujol, Joana Silva, Xavier Carrillo, Petia Radeva:
Automatic Branching Detection in IVUS Sequences. IbPRIA 2011: 126-133 - [c48]Pierluigi Casale, Oriol Pujol, Petia Radeva:
Human Activity Recognition from Accelerometer Data Using a Wearable Device. IbPRIA 2011: 289-296 - [c47]Simone Balocco, Carlo Gatta, Francesco Ciompi, Oriol Pujol, Xavier Carrillo, Josepa Mauri, Petia Radeva:
Combining Growcut and Temporal Correlation for IVUS Lumen Segmentation. IbPRIA 2011: 556-563 - [c46]Pierluigi Casale, Oriol Pujol, Petia Radeva:
Approximate Convex Hulls Family for One-Class Classification. MCS 2011: 106-115 - [c45]Eloi Puertas, Sergio Escalera, Oriol Pujol:
Multi-class Multi-scale Stacked Sequential Learning. MCS 2011: 197-206 - [c44]Miguel Ángel Bautista, Oriol Pujol, Xavier Baró, Sergio Escalera:
Introducing the Separability Matrix for Error Correcting Output Codes Coding. MCS 2011: 227-236 - [c43]Francesco Ciompi, Oriol Pujol, Carlo Gatta, Xavier Carrillo, Josepa Mauri, Petia Radeva:
A Holistic Approach for the Detection of Media-Adventitia Border in IVUS. MICCAI (3) 2011: 411-419 - [c42]Pierluigi Casale, Oriol Pujol, Petia Radeva:
User Verification from Walking Activity - First Steps towards a Personal Verification System. PECCS 2011: 179-185 - [p2]Miguel Ángel Bautista, Sergio Escalera, Xavier Baró, Oriol Pujol, Jordi Vitrià, Petia Radeva:
On the Design of Low Redundancy Error-Correcting Output Codes. Ensembles in Machine Learning Applications 2011: 21-38 - [p1]Pierluigi Casale, Oriol Pujol, Petia Radeva:
Embedding Random Projections in Regularized Gradient Boosting Machines. Ensembles in Machine Learning Applications 2011: 201-216 - 2010
- [j19]Sergio Escalera, Oriol Pujol, Petia Radeva, Jordi Vitrià, María Teresa Anguera:
Automatic Detection of Dominance and Expected Interest. EURASIP J. Adv. Signal Process. 2010 (2010) - [j18]Sergio Escalera, Oriol Pujol, Petia Radeva:
Error-Correcting Ouput Codes Library. J. Mach. Learn. Res. 11: 661-664 (2010) - [j17]Sergio Escalera, Oriol Pujol, Petia Radeva:
Traffic sign recognition system with beta -correction. Mach. Vis. Appl. 21(2): 99-111 (2010) - [j16]Sergio Escalera, Oriol Pujol, Petia Radeva:
On the Decoding Process in Ternary Error-Correcting Output Codes. IEEE Trans. Pattern Anal. Mach. Intell. 32(1): 120-134 (2010) - [j15]Sergio Escalera, Oriol Pujol, Petia Radeva:
Re-coding ECOCs without re-training. Pattern Recognit. Lett. 31(7): 555-562 (2010) - [c41]Eloi Puertas, Sergio Escalera, Oriol Pujol:
Classifying Objects at Different Sizes with Multi-Scale Stacked Sequential Learning. CCIA 2010: 193-200 - [c40]Francesco Ciompi, Oriol Pujol, Petia Radeva:
A Meta-Learning Approach to Conditional Random Fields Using Error-Correcting Output Codes. ICPR 2010: 710-713 - [c39]Sergio Escalera, David Masip, Eloi Puertas, Petia Radeva, Oriol Pujol:
Adding Classes Online in Error Correcting Output Codes Framework. ICPR 2010: 2945-2948 - [c38]Oriol Pujol:
Boosted Geometry-Based Ensembles. MCS 2010: 195-204
2000 – 2009
- 2009
- [j14]Oriol Pujol, David Masip:
Geometry-Based Ensembles: Toward a Structural Characterization of the Classification Boundary. IEEE Trans. Pattern Anal. Mach. Intell. 31(6): 1140-1146 (2009) - [j13]Sergio Escalera, Oriol Pujol, Petia Radeva:
Separability of ternary codes for sparse designs of error-correcting output codes. Pattern Recognit. Lett. 30(3): 285-297 (2009) - [j12]Sergio Escalera, Alicia Fornés, Oriol Pujol, Petia Radeva, Gemma Sánchez, Josep Lladós:
Blurred Shape Model for binary and grey-level symbol recognition. Pattern Recognit. Lett. 30(15): 1424-1433 (2009) - [j11]Carlo Gatta, Oriol Pujol, Oriol Rodriguez-Leor, Josepa Mauri, Petia Radeva:
Fast Rigid Registration of Vascular Structures in IVUS Sequences. IEEE Trans. Inf. Technol. Biomed. 13(6): 1006-1011 (2009) - [j10]Xavier Baró, Sergio Escalera, Jordi Vitrià, Oriol Pujol, Petia Radeva:
Traffic Sign Recognition Using Evolutionary Adaboost Detection and Forest-ECOC Classification. IEEE Trans. Intell. Transp. Syst. 10(1): 113-126 (2009) - [j9]Sergio Escalera, Oriol Pujol, Josepa Mauri, Petia Radeva:
Intravascular Ultrasound Tissue Characterization with Sub-class Error-Correcting Output Codes. J. Signal Process. Syst. 55(1-3): 35-47 (2009) - [c37]Sergio Escalera, Oriol Pujol, Petia Radeva, Jordi Vitrià:
Measuring Interest of Human Dyadic Interactions. CCIA 2009: 45-54 - [c36]Pierluigi Casale, Oriol Pujol, Petia Radeva, Jordi Vitrià:
A First Approach to Activity Recognition using Topic Models. CCIA 2009: 74-82 - [c35]Eloi Puertas, Carlo Gatta, Oriol Pujol:
Multi-Scale Multi-Resolution Stacked Sequential Learning. CCIA 2009: 112-118 - [c34]Francesco Ciompi, Oriol Pujol, Oriol Rodriguez-Leor, Angel Serrano Vida, Josepa Mauri, Petia Radeva:
On in-vitro and in-vivo IVUS data fusion. CCIA 2009: 147-156 - [c33]Sergio Escalera, Eloi Puertas, Petia Radeva, Oriol Pujol:
Multi-modal laughter recognition in video conversations. CVPR Workshops 2009: 110-115 - [c32]Pierluigi Casale, Oriol Pujol, Petia Radeva:
Face-to-Face Social Activity Detection Using Data Collected with a Wearable Device. IbPRIA 2009: 56-63 - [c31]Francesco Ciompi, Oriol Pujol, Oriol Rodriguez-Leor, Carlo Gatta, Angel Serrano Vida, Petia Radeva:
Enhancing In-Vitro IVUS Data for Tissue Characterization. IbPRIA 2009: 241-248 - [c30]Sergio Escalera, Alicia Fornés, Oriol Pujol, Petia Radeva:
Multi-class Binary Symbol Classification with Circular Blurred Shape Models. ICIAP 2009: 1005-1014 - [c29]Sergio Escalera, Alicia Fornés, Oriol Pujol, Alberto Escudero, Petia Radeva:
Circular Blurred Shape Model for symbol spotting in documents. ICIP 2009: 2005-2008 - [c28]Sergio Escalera, Oriol Pujol, Petia Radeva:
Recoding Error-Correcting Output Codes. MCS 2009: 11-21 - [c27]Oriol Pujol, Eloi Puertas, Carlo Gatta:
Multi-scale Stacked Sequential Learning. MCS 2009: 262-271 - [c26]Francesco Ciompi, Oriol Pujol, Eduard Fernández-Nofrerías, Josepa Mauri, Petia Radeva:
ECOC Random Fields for Lumen Segmentation in Radial Artery IVUS Sequences. MICCAI (1) 2009: 869-876 - 2008
- [j8]Sergio Escalera, Oriol Pujol, Petia Radeva:
Detection of Complex Salient Regions. EURASIP J. Adv. Signal Process. 2008 (2008) - [j7]Sergio Escalera, David M. J. Tax, Oriol Pujol, Petia Radeva, Robert P. W. Duin:
Subclass Problem-Dependent Design for Error-Correcting Output Codes. IEEE Trans. Pattern Anal. Mach. Intell. 30(6): 1041-1054 (2008) - [j6]Oriol Pujol, Sergio Escalera, Petia Radeva:
An incremental node embedding technique for error correcting output codes. Pattern Recognit. 41(2): 713-725 (2008) - [c25]Sergio Escalera, Oriol Pujol, Josepa Mauri, Petia Radeva:
IVUS tissue characterization with sub-class error-correcting output codes. CVPR Workshops 2008: 1-8 - [c24]Sergio Escalera, Oriol Pujol, Petia Radeva:
Separability of ternary Error-Correcting Output Codes. ICPR 2008: 1-4 - [c23]Sergio Escalera, Oriol Pujol, Petia Radeva:
Error-Correcting output coding for chagasic patients characterization. ICPR 2008: 1-4 - [c22]Sergio Escalera, Oriol Pujol, Petia Radeva:
Sub-class Error-Correcting Output Codes. ICVS 2008: 494-504 - [c21]Carlo Gatta, Oriol Pujol, Oriol Rodriguez-Leor, Josepa Mauri, Petia Radeva:
Robust Image-Based IVUS Pullbacks Gating. MICCAI (2) 2008: 518-525 - [c20]Sergio Escalera, Oriol Pujol, Petia Radeva:
Loss-Weighted Decoding for Error-Correcting Output Coding. VISAPP (2) 2008: 117-122 - 2007
- [j5]Sergio Escalera, Oriol Pujol, Petia Radeva:
Boosted Landmarks of Contextual Descriptors and Forest-ECOC: A novel framework to detect and classify objects in cluttered scenes. Pattern Recognit. Lett. 28(13): 1759-1768 (2007) - [c19]Sergio Escalera, Alicia Fornés, Oriol Pujol, Josep Lladós, Petia Radeva:
Multi-class Binary Object Categorization Using Blurred Shape Models. CIARP 2007: 142-151 - [c18]Sergio Escalera, Petia Radeva, Oriol Pujol:
Complex Salient Regions for Computer Vision Problems. CVPR 2007 - [c17]Alicia Fornés, Sergio Escalera, Josep Lladós, Gemma Sánchez, Petia Radeva, Oriol Pujol:
Handwritten Symbol Recognition by a Boosted Blurred Shape Model with Error Correction. IbPRIA (1) 2007: 13-21 - [c16]Sergio Escalera, Oriol Pujol, Petia Radeva:
Robust Complex Salient Regions. IbPRIA (2) 2007: 113-121 - [c15]Karla L. Caballero Espinosa, Joel Barajas, Oriol Pujol, Josefina Mauri, Petia Radeva:
Reconstructing ivus images for an accurate tissue classification. VISAPP (Special Sessions) 2007: 113-119 - [c14]Sergio Escalera, Petia Radeva, Oriol Pujol:
Traffic sign classification using error correcting techniques. VISAPP (2) 2007: 281-285 - 2006
- [j4]Oriol Pujol, Petia Radeva, Jordi Vitrià:
Discriminant ECOC: A Heuristic Method for Application Dependent Design of Error Correcting Output Codes. IEEE Trans. Pattern Anal. Mach. Intell. 28(6): 1007-1012 (2006) - [j3]Xavier Otazu, Oriol Pujol:
Wavelet based approach to cluster analysis. Application on low dimensional data sets. Pattern Recognit. Lett. 27(14): 1590-1605 (2006) - [c13]Sergio Escalera, Oriol Pujol, Petia Radeva:
Optimal Extension of Error Correcting Output Codes. CCIA 2006: 28-36 - [c12]Karla L. Caballero Espinosa, Joel Barajas, Oriol Pujol, Neus Salvatella, Petia Radeva:
In-Vivo IVUS Tissue Classification: A Comparison Between RF Signal Analysis and Reconstructed Images. CIARP 2006: 137-146 - [c11]Sergio Escalera, Oriol Pujol, Petia Radeva:
Decoding of Ternary Error Correcting Output Codes. CIARP 2006: 753-763 - [c10]Sergio Escalera, Oriol Pujol, Petia Radeva:
Forest Extension of Error Correcting Output Codes and Boosted Landmarks. ICPR (4) 2006: 104-107 - [c9]Sergio Escalera, Oriol Pujol:
ECOC-ONE: A Novel Coding and Decoding Strategy. ICPR (3) 2006: 578-581 - [c8]Fernando Vilariño, Panagiota Spyridonos, Oriol Pujol, Jordi Vitrià, Petia Radeva:
Automatic Detection of Intestinal Juices in Wireless Capsule Video Endoscopy. ICPR (4) 2006: 719-722 - [c7]Ellen J. L. Brunenberg, Oriol Pujol, Bart M. ter Haar Romeny, Petia Radeva:
Automatic IVUS Segmentation of Atherosclerotic Plaque with Stop & Go Snake. MICCAI (2) 2006: 9-16 - 2005
- [j2]Oriol Pujol, Debora Gil, Petia Radeva:
Fundamentals of Stop and Go active models. Image Vis. Comput. 23(8): 681-691 (2005) - [c6]Jesús Cerquides, Maite López-Sánchez, Santiago Ontañón, Eloi Puertas, Anna Puig, Oriol Pujol, Dani Tost:
Classification Algorithms for Biomedical Volume Datasets. CAEPIA 2005: 143-152 - [c5]Oriol Pujol, Petia Radeva:
Solving Particularization with Supervised Clustering Competition Scheme. IbPRIA (2) 2005: 11-18 - 2004
- [j1]Oriol Pujol, Petia Radeva:
Texture Segmentation by Statistical Deformable Models. Int. J. Image Graph. 4(3): 433-452 (2004) - [c4]Oriol Pujol, Petia Radeva, Jordi Vitrià, Josepa Mauri:
Adaboost to Classify Plaque Appearance in IVUS Images. CIARP 2004: 629-636 - [c3]Misael Dario Rosales Ramírez, Petia Radeva Ivanova, Josepa Mauri, Oriol Pujol:
Simulation Model of Intravascular Ultrasound Images. MICCAI (2) 2004: 200-207 - 2003
- [c2]Oriol Pujol, Misael Rosales, Petia Radeva, Eduard Fernández-Nofrerías:
Intravascular Ultrasound Images Vessel Characterization Using AdaBoost. FIMH 2003: 242-251
1990 – 1999
- 1998
- [c1]Philippe Salembier, Oriol Pujol, Luis Garrido:
Connected operators for sprite creation and layered representation of image sequences. EUSIPCO 1998: 1-4
Coauthor Index
[j38] [j37] [j36] [j34] [i3] [j30] [j28] [c55] [i1] [c54] [j26] [c52] [c51] [c50] [b1] [j22] [j20] [c45] [c44] [p2] [j19] [j18] [j17] [j16] [j15] [c41] [c39] [j13] [j12] [j10] [j9] [c37] [c33] [c30] [c29] [c28] [j8] [j7] [j6] [c25] [c24] [c23] [c22] [c20] [j5] [c19] [c18] [c17] [c16] [c14] [c13] [c11] [c10] [c9]
Josepa Mauri
aka: Josepa Mauri-Ferre
aka: Josepa Mauri-Ferre
Petia Radeva
aka: Petia Radeva Ivanova
aka: Petia Radeva Ivanova
[j32] [j31] [j29] [d1] [c53] [j27] [j26] [j25] [j24] [b1] [j22] [j21] [j20] [c49] [c48] [c47] [c46] [c43] [c42] [p2] [p1] [j19] [j18] [j17] [j16] [j15] [c40] [c39] [j13] [j12] [j11] [j10] [j9] [c37] [c36] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c26] [j8] [j7] [j6] [c25] [c24] [c23] [c22] [c21] [c20] [j5] [c19] [c18] [c17] [c16] [c15] [c14] [j4] [c13] [c12] [c11] [c10] [c8] [c7] [j2] [c5] [j1] [c4] [c3] [c2]
Jordi Vitrià
aka: Jordi Vitrià Marca
aka: Jordi Vitrià Marca
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