Antonio Pertusa

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 30

Top Topics

Data Representations

Convolutional Neural Networks

Special Section

Top Venues

Pattern Anal. Appl.

Publications

Antonio Javier Gallego, Manuel J. Marín-Jiménez, Raquel Justo, Hélder Oliveira, Antonio Pertusa
Guest Editorial: Special issue on IbPRIA 2023. Pattern Anal. Appl. 27 (3) (2024)
Antonio Javier Gallego, Manuel J. Marín-Jiménez, Raquel Justo, Hélder Oliveira, Antonio Pertusa
Editorial: Special session on IbPRIA 2023. Pattern Recognit. Lett. 184 (2024)
Alejandro Galán-Cuenca, Antonio Javier Gallego, Marcelo Saval-Calvo, Antonio Pertusa
Few-shot learning for COVID-19 chest X-ray classification with imbalanced data: an inter vs. intra domain study. Pattern Anal. Appl. 27 (3) (2024)
Alejandro Galán-Cuenca, Antonio Javier Gallego, Marcelo Saval-Calvo, Antonio Pertusa
Few-shot learning for COVID-19 Chest X-Ray Classification with Imbalanced Data: An Inter vs. Intra Domain Study. CoRR (2024)
Alejandro Galán-Cuenca, Miguel Mirón, Antonio Javier Gallego, Marcelo Saval-Calvo, Antonio Pertusa
Inter vs. Intra Domain Study of COVID Chest X-Ray Classification with Imbalanced Datasets. IbPRIA (2023)
Marisa Bernabeu, Antonio-Javier Gallego, Antonio Pertusa
Multi-Label Logo Recognition and Retrieval based on Weighted Fusion of Neural Features. CoRR (2022)
Víctor Arroyo, Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Antonio Pertusa
Neural Audio-To-Score Music Transcription For Unconstrained Polyphony Using Compact Output Representations. ICASSP (2022)
Aurelia Bustos, Antonio Pertusa, José María Salinas, María de la Iglesia-Vayá
PadChest: A large chest x-ray image dataset with multi-label annotated reports. Medical Image Anal. 66 (2020)
Germán González, Aurelia Bustos, José María Salinas, María de la Iglesia-Vayá, Joaquin Galant, Carlos Cano-Espinosa, Xavier Barber, Domingo Orozco-Beltrán, Miguel Cazorla, Antonio Pertusa
UMLS-ChestNet: A deep convolutional neural network for radiological findings, differential diagnoses and localizations of COVID-19 in chest x-rays. CoRR (2020)
Manuel J. Marín-Jiménez, Aythami Morales, Julian Fiérrez, Antonio Pertusa, Hugo Proença, José Salvador Sánchez
Editorial for special section at Pattern Recognition Letters - IbPRIA 2019. Pattern Recognit. Lett. 133 (2020)
Miguel A. Román, Antonio Pertusa, Jorge Calvo-Zaragoza
Data representations for audio-to-score monophonic music transcription. Expert Syst. Appl. 162 (2020)
María de la Iglesia-Vayá, José Manuel Saborit, Joaquim Angel Montell, Antonio Pertusa, Aurelia Bustos, Miguel Cazorla, Joaquin Galant, Xavier Barber, Domingo Orozco-Beltrán, Francisco García-García, Marisa Caparrós, Germán González, José María Salinas
BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients. CoRR (2020)
Antonio-Javier Gallego, Antonio Pertusa, Pablo Gil, Robert B. Fisher
Detection of bodies in maritime rescue operations using unmanned aerial vehicles with multispectral cameras. J. Field Robotics 36 (4) (2019)
Antonio-Javier Gallego, Pablo Gil, Antonio Pertusa, Robert B. Fisher
Semantic Segmentation of SLAR Imagery with Convolutional LSTM Selectional AutoEncoders. Remote. Sens. 11 (12) (2019)
Miguel A. Román, Antonio Pertusa, Jorge Calvo-Zaragoza
A Holistic Approach to Polyphonic Music Transcription with Neural Networks. ISMIR (2019)
Aurelia Bustos, Antonio Pertusa, José María Salinas, María de la Iglesia-Vayá
PadChest: A large chest x-ray image dataset with multi-label annotated reports. CoRR (2019)
Antonio-Javier Gallego, Antonio Pertusa, Marisa Bernabeu
Multi-label Logo Classification Using Convolutional Neural Networks. IbPRIA (1) (2019)
Miguel A. Román, Antonio Pertusa, Jorge Calvo-Zaragoza
A holistic approach to polyphonic music transcription with neural networks. CoRR (2019)
Samer Alashhab, Antonio-Javier Gallego, Antonio Pertusa, Pablo Gil
Precise Ship Location With CNN Filter Selection From Optical Aerial Images. IEEE Access 7 (2019)
Antonio-Javier Gallego, Antonio Pertusa, Pablo Gil
Automatic Ship Classification from Optical Aerial Images with Convolutional Neural Networks. Remote. Sens. 10 (4) (2018)
Javier Ortega Bastida, Antonio-Javier Gallego, Antonio Pertusa
Multimodal Object Recognition Using Deep Learning Representations Extracted from Images and Smartphone Sensors. CIARP (2018)
Antonio-Javier Gallego, Pablo Gil, Antonio Pertusa, Robert B. Fisher
Segmentation of Oil Spills on Side-Looking Airborne Radar Imagery with Autoencoders. Sensors 18 (3) (2018)
Aurelia Bustos, Antonio Pertusa
Learning Eligibility in Cancer Clinical Trials using Deep Neural Networks. CoRR (2018)
Antonio Pertusa, Antonio-Javier Gallego, Marisa Bernabeu
MirBot: A collaborative object recognition system for smartphones using convolutional neural networks. Neurocomputing 293 (2018)
Mario Nieto-Hidalgo, Antonio-Javier Gallego, Pablo Gil, Antonio Pertusa
Two-Stage Convolutional Neural Network for Ship and Spill Detection Using SLAR Images. IEEE Trans. Geosci. Remote. Sens. 56 (9) (2018)
Miguel A. Román, Antonio Pertusa, Jorge Calvo-Zaragoza
An End-to-end Framework for Audio-to-Score Music Transcription on Monophonic Excerpts. ISMIR (2018)
Jorge Calvo-Zaragoza, Antonio Pertusa, José Oncina
Staff-line detection and removal using a convolutional neural network. Mach. Vis. Appl. 28 (5-6) (2017)
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Antonio Pertusa
End-to-End Optical Music Recognition Using Neural Networks. ISMIR (2017)
Antonio Pertusa, Antonio Javier Gallego Sánchez, Marisa Bernabeu
MirBot, a collaborative object recognition system for smartphones using convolutional neural networks. CoRR (2017)
Jorge Calvo-Zaragoza, Antonio-Javier Gallego, Antonio Pertusa
Recognition of Handwritten Music Symbols with Convolutional Neural Codes. ICDAR (2017)
Antonio Pertusa, Antonio Javier Gallego Sánchez, Marisa Bernabeu
MirBot: A Multimodal Interactive Image Retrieval System. IbPRIA (2013)
Hanna C. B. Piccoli, Carlos Nascimento Silla Jr., Pedro J. Ponce de León, Antonio Pertusa
An Evaluation of Symbolic Feature Sets and Their Combination for Music Genre Classification. SMC (2013)
Antonio Pertusa, José Manuel Iñesta Quereda
Efficient methods for joint estimation of multiple fundamental frequencies in music signals. EURASIP J. Adv. Signal Process. 2012 (2012)
Tomás Pérez-García, José Manuel Iñesta Quereda, Pedro J. Ponce de León, Antonio Pertusa
A multimodal music transcription prototype: first steps in an interactive prototype development. ICMI (2011)
Thomas Lidy, Rudolf Mayer, Andreas Rauber, Pedro J. Ponce de León, Antonio Pertusa, José Manuel Iñesta Quereda
A Cartesian Ensemble of Feature Subspace Classifiers for Music Categorization. ISMIR (2010)
Antonio Pertusa, José Manuel Iñesta Quereda
Multiple fundamental frequency estimation using Gaussian smoothness. ICASSP (2008)
Thomas Lidy, Andreas Rauber, Antonio Pertusa, José Manuel Iñesta Quereda
Improving Genre Classification by Combination of Audio and Symbolic Descriptors Using a Transcription Systems. ISMIR (2007)
Rafael Ramírez, Esteban Maestre, Antonio Pertusa, Emilia Gómez, Xavier Serra
Performance-Based Interpreter Identification in Saxophone Audio Recordings. IEEE Trans. Circuits Syst. Video Technol. 17 (3) (2007)
David Rizo, Pedro J. Ponce de León, Carlos Pérez-Sancho, Antonio Pertusa, José Manuel Iñesta Quereda
A Pattern Recognition Approach for Melody Track Selection in MIDI Files. ISMIR (2006)
David Rizo, Pedro J. Ponce de León, Antonio Pertusa, Carlos Pérez-Sancho, José Manuel Iñesta Quereda
Melody Track Identification in Music Symbolic Files. FLAIRS Conference (2006)
Amaury Hazan, Rafael Ramírez, Esteban Maestre, Alfonso Pérez, Antonio Pertusa
Modelling Expressive Performance: A Regression Tree Approach Based on Strongly Typed Genetic Programming. EvoWorkshops (2006)
Antonio Pertusa, Anssi Klapuri, José Manuel Iñesta Quereda
Recognition of Note Onsets in Digital Music Using Semitone Bands. CIARP (2005)
Antonio Pertusa, José Manuel Iñesta Quereda
Polyphonic monotimbral music transcription using dynamic networks. Pattern Recognit. Lett. 26 (12) (2005)
Antonio Pertusa, José Manuel Iñesta Quereda
Pattern Recognition Algorithms for Polyphonic Music Transcription. PRIS (2004)