Antonio Pertusa

Orcid: 0000-0002-9445-5529

Affiliations:
  • University of Alicante, Spain


According to our database1, Antonio Pertusa authored at least 46 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
Multi-label logo recognition and retrieval based on weighted fusion of neural features.
Expert Syst. J. Knowl. Eng., October, 2024

Guest Editorial: Special issue on IbPRIA 2023.
Pattern Anal. Appl., September, 2024

Few-shot learning for COVID-19 chest X-ray classification with imbalanced data: an inter vs. intra domain study.
Pattern Anal. Appl., September, 2024

Editorial: Special session on IbPRIA 2023.
Pattern Recognit. Lett., 2024

MUSCAT: A Multimodal mUSic Collection for Automatic Transcription of Real Recordings and Image Scores.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

2023


Inter vs. Intra Domain Study of COVID Chest X-Ray Classification with Imbalanced Datasets.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

2022
Neural Audio-To-Score Music Transcription For Unconstrained Polyphony Using Compact Output Representations.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021


2020
Editorial for special section at Pattern Recognition Letters - IbPRIA 2019.
Pattern Recognit. Lett., 2020

PadChest: A large chest x-ray image dataset with multi-label annotated reports.
Medical Image Anal., 2020

Data representations for audio-to-score monophonic music transcription.
Expert Syst. Appl., 2020

UMLS-ChestNet: A deep convolutional neural network for radiological findings, differential diagnoses and localizations of COVID-19 in chest x-rays.
CoRR, 2020

BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients.
CoRR, 2020

2019
Semantic Segmentation of SLAR Imagery with Convolutional LSTM Selectional AutoEncoders.
Remote. Sens., 2019

Detection of bodies in maritime rescue operations using unmanned aerial vehicles with multispectral cameras.
J. Field Robotics, 2019

Precise Ship Location With CNN Filter Selection From Optical Aerial Images.
IEEE Access, 2019

A Holistic Approach to Polyphonic Music Transcription with Neural Networks.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Multi-label Logo Classification Using Convolutional Neural Networks.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

2018
Two-Stage Convolutional Neural Network for Ship and Spill Detection Using SLAR Images.
IEEE Trans. Geosci. Remote. Sens., 2018

Segmentation of Oil Spills on Side-Looking Airborne Radar Imagery with Autoencoders.
Sensors, 2018

Automatic Ship Classification from Optical Aerial Images with Convolutional Neural Networks.
Remote. Sens., 2018

MirBot: A collaborative object recognition system for smartphones using convolutional neural networks.
Neurocomputing, 2018

Learning Eligibility in Cancer Clinical Trials using Deep Neural Networks.
CoRR, 2018

An End-to-end Framework for Audio-to-Score Music Transcription on Monophonic Excerpts.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Multimodal Object Recognition Using Deep Learning Representations Extracted from Images and Smartphone Sensors.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017
Staff-line detection and removal using a convolutional neural network.
Mach. Vis. Appl., 2017

End-to-End Optical Music Recognition Using Neural Networks.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Recognition of Handwritten Music Symbols with Convolutional Neural Codes.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

2013
An Evaluation of Symbolic Feature Sets and Their Combination for Music Genre Classification.
Proceedings of the IEEE International Conference on Systems, 2013

MirBot: A Multimodal Interactive Image Retrieval System.
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013

2012
Efficient methods for joint estimation of multiple fundamental frequencies in music signals.
EURASIP J. Adv. Signal Process., 2012

2011
A multimodal music transcription prototype: first steps in an interactive prototype development.
Proceedings of the 13th International Conference on Multimodal Interfaces, 2011

2010
A Cartesian Ensemble of Feature Subspace Classifiers for Music Categorization.
Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

2008
Multiple fundamental frequency estimation using Gaussian smoothness.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Performance-Based Interpreter Identification in Saxophone Audio Recordings.
IEEE Trans. Circuits Syst. Video Technol., 2007

Improving Genre Classification by Combination of Audio and Symbolic Descriptors Using a Transcription Systems.
Proceedings of the 8th International Conference on Music Information Retrieval, 2007

2006
A Pattern Recognition Approach for Melody Track Selection in MIDI Files.
Proceedings of the ISMIR 2006, 2006

Melody Track Identification in Music Symbolic Files.
Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006

Modelling Expressive Performance: A Regression Tree Approach Based on Strongly Typed Genetic Programming.
Proceedings of the Applications of Evolutionary Computing, 2006

2005
Polyphonic monotimbral music transcription using dynamic networks.
Pattern Recognit. Lett., 2005

Recognition of Note Onsets in Digital Music Using Semitone Bands.
Proceedings of the Progress in Pattern Recognition, 2005

2004
Pattern Recognition Algorithms for Polyphonic Music Transcription.
Proceedings of the Pattern Recognition in Information Systems, 2004

2003
Construcción rápida de un sistema de traducción automática español-portugués partiendo de un sistema español-catalán.
Proces. del Leng. Natural, 2003


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