Juan Carlos Pérez-Cortes

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 17

Top Topics

Binary Classification Tasks

Computer Aided Diagnosis

Embedded Systems

Camera Calibration

Top Venues

Comput. Methods Programs Biomed.

Publications

Omar del Tejo Catalá, Jose Luis Guardiola, Javier Pérez, David Millán Escrivá, Alberto J. Pérez, Juan Carlos Pérez-Cortes
Probabilistic Pose Estimation From Multiple Hypotheses. IEEE Access 11 (2023)
Javier Perez-Soler, Nicolás García-Pedrajas, Andrés Martín Larroza Santacruz, Victor Sevilla Nuñez, Miraç Can Yüksel, Santiago Gálvez-Settier, Juan Carlos Pérez-Cortes
Advancing Towards Zero-Defect Manufacturing in the Plastic Injection Industry with Global and Local Explainability Approaches. IECON (2023)
François Signol, Laura Arnal, J. Ramon Navarro-Cerdan, Rafael Llobet, Joaquim Arlandis, Juan Carlos Pérez-Cortes
SEQENS: An ensemble method for relevant gene identification in microarray data. Comput. Biol. Medicine 152 (2023)
David Millán Escrivá, Javier Tendillo Ruiz, Pau Garrigues Carbó, Andrés Martín Larroza Santacruz, Guillermo Amat Gomariz, Javier Perez-Soler, Jose Luis Guardiola, Juan Carlos Pérez-Cortes
Computer Vision on the Edge to Reduce Network Bandwidth Consumption and Computing Resources in Multi-view 3D Industrial Inspection without Hidden Surfaces. J. Signal Process. Syst. 95 (9) (2023)
Javier Perez-Soler, Pau Garrigues, Imanol Fuidio, Stefan Wellsandt, Gennady Laventman, Mohammad Amin Khodamoradi, Santiago Gálvez-Settier, Juan Carlos Pérez-Cortes
Manufacturing Data Security, Trustiness and Traceability. I-ESA Workshops (2022)
Vicent Ortiz Castelló, Francisco Javier Pérez-Benito, Omar del Tejo Catalá, Ismael Salvador Igual, Rafael Llobet, Juan Carlos Pérez-Cortes
Extended a Priori Probability (EAPP): A Data-Driven Approach for Machine Learning Binary Classification Tasks. IEEE Access 10 (2022)
Alberto J. Pérez, Javier Perez-Soler, Juan Carlos Pérez-Cortes, Jose Luis Guardiola
Improving Multi-View Camera Calibration Using Precise Location of Sphere Center Projection. Comput. 11 (6) (2022)
Hector Lopez-Almazan, Francisco Javier Pérez-Benito, Andrés Larroza, Juan Carlos Pérez-Cortes, Marina Pollán, Beatriz Pérez-Gómez, Dolores Salas-Trejo, María Casals, Rafael Llobet
A deep learning framework to classify breast density with noisy labels regularization. Comput. Methods Programs Biomed. 221 (2022)
Omar del Tejo Catalá, Ismael Salvador Igual, Francisco Javier Pérez-Benito, David Millán Escrivá, Vicent Ortiz Castelló, Rafael Llobet, Juan Carlos Pérez-Cortes
Bias Analysis on Public X-Ray Image Datasets of Pneumonia and COVID-19 Patients. IEEE Access 9 (2021)
Javier Pérez, Jose Luis Guardiola, Alberto J. Perez, Juan Carlos Pérez-Cortes
Probabilistic Evaluation of 3D Surfaces Using Statistical Shape Models (SSM). Sensors 20 (22) (2020)
Alberto J. Perez, Juan Carlos Pérez-Cortes, Jose Luis Guardiola
Simple and precise multi-view camera calibration for 3D reconstruction. Comput. Ind. 123 (2020)
Francisco Javier Pérez-Benito, François Signol, Juan Carlos Pérez-Cortes, Alejandro Fuster Baggetro, Marina Pollán, Beatriz Pérez-Gómez, Dolores Salas-Trejo, María Casals, Inmaculada Martínez, Rafael Llobet
A deep learning system to obtain the optimal parameters for a threshold-based breast and dense tissue segmentation. Comput. Methods Programs Biomed. 195 (2020)
Vicent Ortiz Castelló, Ismael Salvador Igual, Omar del Tejo Catalá, Juan Carlos Pérez-Cortes
High-Profile VRU Detection on Resource-Constrained Hardware Using YOLOv3/v4 on BDD100K. J. Imaging 6 (12) (2020)
Francisco Javier Pérez-Benito, François Signol, Juan Carlos Pérez-Cortes, Marina Pollán, Beatriz Pérez-Gómez, Dolores Salas-Trejo, María Casals, Inmaculada Martínez, Rafael Llobet
Global parenchymal texture features based on histograms of oriented gradients improve cancer development risk estimation from healthy breasts. Comput. Methods Programs Biomed. 177 (2019)
Juan Carlos Pérez-Cortes, Alberto J. Pérez Jiménez, Sergio Sáez-Barona, Jose Luis Guardiola, Ismael Salvador
A System for In-Line 3D Inspection without Hidden Surfaces. Sensors 18 (9) (2018)
J. Ramon Navarro-Cerdan, Rafael Llobet, Joaquim Arlandis, Juan Carlos Pérez-Cortes
Composition of Constraint, Hypothesis and Error Models to improve interaction in Human-Machine Interfaces. Inf. Fusion 29 (2016)
Werner Weber, Alfred Hoess, Jan van Deventer, Frank Oppenheimer, Rolf Ernst, Adam Kostrzewa, Philippe Dore, Thierry Goubier, Haris Isakovic, Norbert Druml, Egon Wuchner, Daniel Schneider, Erwin Schoitsch, Eric Armengaud, Thomas Soderqvist, Massimo Traversone, Sascha Uhrig, Juan Carlos Pérez-Cortes, Sergio Sáez, Juha Kuusela, Mark van Helvoort, Xing Cai, Bjørn Nordmoen, Geir Yngve Paulsen, Hans Petter Dahle, Michael Geissel, Jürgen Salecker, Peter Tummeltshammer
The EMC2 Project on Embedded Microcontrollers: Technical Progress after Two Years. DSD (2016)
María de la Iglesia-Vayá, José María Salinas, Gonzalo M. Rojas, Juan Carlos Pérez-Cortes, Rafael Llobet, Miguel Cazorla, Jacobo Martínez, Luis Martí-Bonmatí, Ignacio Blanquer, Manuel Regaña, José Miguel Puig
BIMCV: Synergy between Peta Bytes of data in population medical imaging, computer aided diagnosis and AVR. MIE (2015)
Juan Carlos Pérez-Cortes
Pattern Recognition in Embedded Systems: An Overview. DEXA (1) (2015)
J. Ramon Navarro-Cerdan, Joaquim Arlandis, Rafael Llobet, Juan Carlos Pérez-Cortes
Batch-adaptive rejection threshold estimation with application to OCR post-processing. Expert Syst. Appl. 42 (21) (2015)
Rafael Llobet, Marina Pollán, Joaquín Antón, Josefa Miranda-García, María Casals, Inmaculada Martínez, Francisco Ruiz-Perales, Beatriz Pérez-Gómez, Dolores Salas-Trejo, Juan Carlos Pérez-Cortes
Semi-automated and fully automated mammographic density measurement and breast cancer risk prediction. Comput. Methods Programs Biomed. 116 (2) (2014)
Jorge Grande, Jose Luis Guardiola, Alberto J. Pérez Jiménez, Juan Carlos Pérez-Cortes
License Plate Recognition Using Weighted Finite-State Transducers and Different Evidence Combination Methods. IbPRIA (2013)
Diego Carrion-Robles, Vicent Castello-Fos, Juan Carlos Pérez-Cortes, Joaquim Arlandis
Two Methods for Filled-in Document Image Identification using Local Features. ICPRAM (1) (2012)
Juan Carlos Pérez-Cortes, Rafael Llobet, J. Ramon Navarro-Cerdan, Joaquim Arlandis
Improvement of Embedded Human-Machine Interfaces Combining Language, Hypothesis and Error Models. DEXA Workshops (2011)
Joaquim Arlandis, Vicent Castello-Fos, Juan Carlos Pérez-Cortes
Filled-in Document Identification Using Local Features and a Direct Voting Scheme. IbPRIA (2011)
Ismael Salvador, Javier Cano-Perez, Jose Luis Guardiola, Marc Albero, Diego Carrion, Juan Carlos Pérez-Cortes
Computer Vision Applications: Home, Office and Industry. DEXA Workshops (2011)
Ismael Salvador, Diego Carrion, François Signol, Juan Carlos Pérez-Cortes, Sergio Sáez-Barona
Quality Evaluation in a 3D Inspection System. DEXA Workshops (2011)
Leandro Gracia, Sergio Sáez-Barona, Diego Carrion, Ismael Salvador, Juan Carlos Pérez-Cortes
A System for Real-Time Multi-View 3D Reconstruction. DEXA Workshops (2010)
Juan Carlos Pérez-Cortes, Rafael Llobet, J. Ramon Navarro-Cerdan, Joaquim Arlandis
Using Field Interdependence to Improve Correction Performance in a Transducer-Based OCR Post-Processing System. ICFHR (2010)
Ismael Salvador, Juan Carlos Pérez-Cortes, Sergio Sáez-Barona, Diego Carrion, Leandro Gracia, Jose-Vicente Gavila, Jose Luis Guardiola, Joan-Vicent Puertos, Victor Diaz, Marc Albero, Luis Andreu, Joaquim Arlandis, Javier Cano-Perez, Rafael Llobet, Jose-Ramon Cerdan-Navarro
Demonstrations of Computer Vision Applications. DEXA Workshops (2010)
J. Ramon Navarro-Cerdan, Joaquim Arlandis, Juan Carlos Pérez-Cortes, Rafael Llobet
User-Defined Expected Error Rate in OCR Postprocessing by Means of Automatic Threshold Estimation. ICFHR (2010)
Joaquim Arlandis, Juan Carlos Pérez-Cortes, J. Ramon Navarro-Cerdan, Rafael Llobet
Rejection Threshold Estimation for an Unknown Language Model in an OCR Task. SSPR/SPR (2010)
Rafael Llobet, J. Ramon Navarro-Cerdan, Juan Carlos Pérez-Cortes, Joaquim Arlandis
Efficient OCR Post-Processing Combining Language, Hypothesis and Error Models. SSPR/SPR (2010)
Rafael Llobet, Jose-Ramon Cerdan-Navarro, Juan Carlos Pérez-Cortes, Joaquim Arlandis
OCR Post-processing Using Weighted Finite-State Transducers. ICPR (2010)
Sergio Sáez-Barona, Ismael Salvador, Diego Carrion, Leandro Gracia, Juan Carlos Pérez-Cortes
Exploiting Parallelism in Multi-View Systems Using UML Activity Diagrams and OpenMP. DEXA Workshops (2010)
Joaquim Arlandis, Juan Carlos Pérez-Cortes, Emilio Ungria
Identification of Very Similar Filled-in Forms with a Reject Option. ICDAR (2009)
Juan Carlos Pérez-Cortes, Jose Luis Guardiola, Alberto J. Pérez Jiménez
Pattern Recognition with Embedded Systems Technology: A Survey. DEXA Workshops (2009)
Juan Carlos Pérez-Cortes, Luis Andreu, Joaquim Arlandis
A Model-Based Field Frame Detection for Handwritten Filled-in Forms. Document Analysis Systems (2008)
Alberto J. Pérez Jiménez, Jose Luis Guardiola, Juan Carlos Pérez-Cortes
High Occupancy Vehicle Detection. SSPR/SPR (2008)
Rafael Llobet, Juan Carlos Pérez-Cortes, Alejandro H. Toselli, Alfons Juan
Computer-aided detection of prostate cancer. Int. J. Medical Informatics 76 (7) (2007)
Alberto J. Pérez Jiménez, Juan Carlos Pérez-Cortes
Genetic algorithms for linear feature extraction. Pattern Recognit. Lett. 27 (13) (2006)
Gloria Mainar-Ruiz, Juan Carlos Pérez-Cortes
Approximate Nearest Neighbor Search using a Single Space-filling Curve and Multiple Representations of the Data Points. ICPR (2) (2006)
Rafael Llobet, Roberto Paredes, Juan Carlos Pérez-Cortes
Comparison of Feature Extraction Methods for Breast Cancer Detection. IbPRIA (2) (2005)
Javier Cano-Perez, Juan Carlos Pérez-Cortes, Ismael Salvador
Comparison of Two Fast Nearest-Neighbour Search Methods in High-Dimensional Large-Sized Databases. SSPR/SPR (2004)
Joaquim Arlandis, Juan Carlos Pérez-Cortes
Fast Handwritten Recognition Using Continuous Distance Transformation. CIARP (2003)
Rafael Llobet, Alejandro H. Toselli, Juan Carlos Pérez-Cortes, Alfons Juan
Computer-Aided Prostate Cancer Detection in Ultrasonographic Images. IbPRIA (2003)
Javier Cano-Perez, Juan Carlos Pérez-Cortes
Vehicle License Plate Segmentation in Natural Images. IbPRIA (2003)
David Cuesta-Frau, Juan Carlos Pérez-Cortes, Gabriela Andreu García
Clustering of electrocardiograph signals in computer-aided Holter analysis. Comput. Methods Programs Biomed. 72 (3) (2003)
Pedro P. Cruz-Alcázar, Enrique Vidal, Juan Carlos Pérez-Cortes
Musical Style Identification Using Grammatical Inference: The Encoding Problem. CIARP (2003)
Alberto J. Pérez Jiménez, Juan Carlos Pérez-Cortes
Genetic Algorithms for Exploratory Data Analysis. SSPR/SPR (2002)
Joaquim Arlandis, Juan Carlos Pérez-Cortes, Javier Cano-Perez
Rejection Strategies and Confidence Measures for a k- NN Classifier in an OCR Task. ICPR (1) (2002)
David Cuesta-Frau, Juan Carlos Pérez-Cortes, Gabriela Andreu García, Daniel Novák
Feature Extraction Methods Applied to the Clustering of Electrocardiographic Signals. A Comparative Study. ICPR (3) (2002)
Javier Cano-Perez, Juan Carlos Pérez-Cortes, Joaquim Arlandis, Rafael Llobet
Training Set Expansion in Handwritten Character Recognition. SSPR/SPR (2002)
Alberto J. Pérez Jiménez, Juan Carlos Pérez-Cortes
Radial Projections for Non-Linear Feature Extraction. ICPR (2) (2002)
Roberto Paredes, Juan Carlos Pérez-Cortes, Alfons Juan, Enrique Vidal
Local Representations and a direct Voting Scheme for Face Recognition. PRIS (2001)
Joaquim Arlandis, Juan Carlos Pérez-Cortes, Rafael Llobet
Handwritten Character Recognition using the Continuous Distance Transformation. ICPR (2000)
Juan Carlos Pérez-Cortes, Rafael Llobet, Joaquim Arlandis
Fast and Accurate Handwritten Character Recognition Using Approximate Nearest Neighbours Search on Large Databases. SSPR/SPR (2000)
Juan Carlos Pérez-Cortes, Juan-Carlos Amengual, Joaquim Arlandis, Rafael Llobet
Stochastic Error-Correcting Parsing for OCR Post-Processing. ICPR (2000)
Juan Carlos Pérez-Cortes, Enrique Vidal
Approximate nearest neighbor search using the extended general space-filling curves heuristic. Data Structures, Near Neighbor Searches, and Methodology (1999)
Juan Carlos Pérez-Cortes, Enrique Vidal
An Approximate Nearest Neighbours Search Algorithm Based on the Extended General Spacefilling Curves Heuristic. SSPR/SPR (1998)
Juan Carlos Pérez-Cortes, Enrique Vidal
The extended general spacefilling curves heuristic. ICPR (1998)
Juan Carlos Pérez-Cortes, Enrique Vidal
Optimum polygonal approximation of digitized curves. Pattern Recognit. Lett. 15 (8) (1994)
Juan Carlos Pérez-Cortes, Enrique Vidal
Constructive Design of LVQ and DSM Classifiers. IWANN (1993)
Juan Carlos Pérez-Cortes, Enrique Vidal
An algorithm for the optimum piecewise linear approximation of digitized curves. ICPR (3) (1992)