Jorge Calvo-Zaragoza

Orcid: 0000-0003-3183-2232

According to our database1, Jorge Calvo-Zaragoza authored at least 137 papers between 2011 and 2024.

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

Timeline

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Bibliography

2024
Exploring recursive neural networks for compact handwritten text recognition models.
Int. J. Document Anal. Recognit., September, 2024

Self-Supervised Learning for Text Recognition: A Critical Survey.
CoRR, 2024

Sheet Music Transformer ++: End-to-End Full-Page Optical Music Recognition for Pianoform Sheet Music.
CoRR, 2024

Align, Minimize and Diversify: A Source-Free Unsupervised Domain Adaptation Method for Handwritten Text Recognition.
CoRR, 2024

Spatial Context-based Self-Supervised Learning for Handwritten Text Recognition.
CoRR, 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

Source-Free Domain Adaptation for Optical Music Recognition.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

Sheet Music Transformer: End-To-End Optical Music Recognition Beyond Monophonic Transcription.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

Analysis of the Calibration of Handwriting Text Recognition Models.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

Evaluating Face Recognition Performance on Synthetic Data: A Comprehensive Analysis of Methodologies and Benchmarks.
Proceedings of the IEEE International Joint Conference on Biometrics, 2024

A Transformer Approach for Polyphonic Audio-to-Score Transcription.
Proceedings of the IEEE International Conference on Acoustics, 2024


A Preliminary Proposal for a Systematic GABC Encoding of Gregorian Chant.
Proceedings of the 11th International Conference on Digital Libraries for Musicology, 2024

Contrastive Self-Supervised Learning for Optical Music Recognition.
Proceedings of the Document Analysis Systems - 16th IAPR International Workshop, 2024

2023
Kurcuma: a kitchen utensil recognition collection for unsupervised domain adaptation.
Pattern Anal. Appl., November, 2023

End-to-End page-Level assessment of handwritten text recognition.
Pattern Recognit., October, 2023

End-to-end optical music recognition for pianoform sheet music.
Int. J. Document Anal. Recognit., September, 2023

Optical music recognition for homophonic scores with neural networks and synthetic music generation.
Int. J. Multim. Inf. Retr., June, 2023

An experimental study on marine debris location and recognition using object detection.
Pattern Recognit. Lett., April, 2023

Multimodal recognition of frustration during game-play with deep neural networks.
Multim. Tools Appl., April, 2023

Late multimodal fusion for image and audio music transcription.
Expert Syst. Appl., April, 2023

Few-shot symbol classification via self-supervised learning and nearest neighbor.
Pattern Recognit. Lett., March, 2023

Proceedings of the 5th International Workshop on Reading Music Systems.
CoRR, 2023

Image Transformation Sequence Retrieval with General Reinforcement Learning.
CoRR, 2023

Proceedings of the 1st International Workshop on Reading Music Systems.
CoRR, 2023

Efficient Notation Assembly in Optical Music Recognition.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

On the Performance of Optical Music Recognition in the Absence of Specific Training Data.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Insights into end-to-end audio-to-score transcription with real recordings: A case study with saxophone works.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

A Holistic Approach for Aligned Music and Lyrics Transcription.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Automatic Detection of Comic Characters: An Analysis of Model Robustness Across Domains.
Proceedings of the Document Analysis and Recognition - ICDAR 2023 Workshops, 2023

Optical Music Recognition: Recent Advances, Current Challenges, and Future Directions.
Proceedings of the Document Analysis and Recognition - ICDAR 2023 Workshops, 2023

Test-Time Augmentation for Document Image Binarization.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

Addressing Class Imbalance in Multilabel Prototype Generation for k-Nearest Neighbor Classification.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

Lifelong Learning for Document Image Binarization: An Experimental Study.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

Evaluating Domain Generalization in Kitchen Utensils Classification.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

A Weakly-Supervised Approach for Layout Analysis in Music Score Images.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

2022
Decoupling music notation to improve end-to-end Optical Music Recognition.
Pattern Recognit. Lett., 2022

Multimodal image and audio music transcription.
Int. J. Multim. Inf. Retr., 2022

A holistic approach for image-to-graph: application to optical music recognition.
Int. J. Document Anal. Recognit., 2022

Domain adaptation for staff-region retrieval of music score images.
Int. J. Document Anal. Recognit., 2022

Region-based layout analysis of music score images.
Expert Syst. Appl., 2022

Proceedings of the 2nd International Workshop on Reading Music Systems.
CoRR, 2022

Proceedings of the 3rd International Workshop on Reading Music Systems.
CoRR, 2022

Proceedings of the 4th International Workshop on Reading Music Systems.
CoRR, 2022

End-to-End Full-Page Optical Music Recognition for Mensural Notation.
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Few-Shot Music Symbol Classification via Self-Supervised Learning and Nearest Neighbor.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

Continual Learning for Document Image Binarization.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Multimodal Strategies for Image and Audio Music Transcription: A Comparative Study.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

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

The CleanSea Set: A Benchmark Corpus for Underwater Debris Detection and Recognition.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Domain Adaptation in Robotics: A Study Case on Kitchen Utensil Recognition.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Test Sample Selection for Handwriting Recognition Through Language Modeling.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

On the Use of Transformers for End-to-End Optical Music Recognition.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

A First Approach to Image Transformation Sequence Retrieval.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

Retrieval of Music-Notation Primitives via Image-to-Sequence Approaches.
Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

2021
Incremental Unsupervised Domain-Adversarial Training of Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2021

Prototype generation in the string space via approximate median for data reduction in nearest neighbor classification.
Soft Comput., 2021

Unsupervised neural domain adaptation for document image binarization.
Pattern Recognit., 2021

Understanding Optical Music Recognition.
ACM Comput. Surv., 2021

Domain Adaptation for Document Image Binarization via Domain Classification.
Proceedings of the Modern Management based on Big Data II and Machine Learning and Intelligent Systems III, 2021

Unsupervised Domain Adaptation for Document Analysis of Music Score Images.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

OMR-assisted transcription: a case study with early prints.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Complete Optical Music Recognition via Agnostic Transcription and Machine Translation.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Sequential Next-Symbol Prediction for Optical Music Recognition.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Data Augmentation for End-to-End Optical Music Recognition.
Proceedings of the Document Analysis and Recognition, 2021

2020
Ensemble classification from deep predictions with test data augmentation.
Soft Comput., 2020

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

Automatic scale estimation for music score images.
Expert Syst. Appl., 2020

Insights Into Efficient k-Nearest Neighbor Classification With Convolutional Neural Codes.
IEEE Access, 2020

A Neural Approach for Full-Page Optical Music Recognition of Mensural Documents.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Exploring the two-dimensional nature of music notation for score recognition with end-to-end approaches.
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

Evaluating Simultaneous Recognition and Encoding for Optical Music Recognition.
Proceedings of the DLfM '20: 7th International Conference on Digital Libraries for Musicology, 2020

2019
Handwritten Music Recognition for Mensural notation with convolutional recurrent neural networks.
Pattern Recognit. Lett., 2019

From Optical Music Recognition to Handwritten Music Recognition: A baseline.
Pattern Recognit. Lett., 2019

A selectional auto-encoder approach for document image binarization.
Pattern Recognit., 2019

Hybrid hidden Markov models and artificial neural networks for handwritten music recognition in mensural notation.
Pattern Anal. Appl., 2019

Automatic detection of inconsistencies between numerical scores and textual feedback in peer-assessment processes with machine learning.
Comput. Educ., 2019

Extensions to rank-based prototype selection in k-Nearest Neighbour classification.
Appl. Soft Comput., 2019

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

Learning Notation Graph Construction for Full-Pipeline Optical Music Recognition.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

An Interactive Workflow for Generating Chord Labels for Homorhythmic Music in Symbolic Formats.
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Music Symbol Sequence Indexing in Medieval Plainchant Manuscripts.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Glyph and Position Classification of Music Symbols in Early Music Manuscripts.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Domain Adaptation for Handwritten Symbol Recognition: A Case of Study in Old Music Manuscripts.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Approaching End-to-End Optical Music Recognition for Homophonic Scores.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

2018
Oversampling imbalanced data in the string space.
Pattern Recognit. Lett., 2018

Clustering-based k-nearest neighbor classification for large-scale data with neural codes representation.
Pattern Recognit., 2018

Statistical semi-supervised system for grading multiple peer-reviewed open-ended works.
Comput. Educ., 2018

An Environment for Machine Pedagogy: Learning How to Teach Computers to Read Music.
Proceedings of the Joint Proceedings of the ACM IUI 2018 Workshops co-located with the 23rd ACM Conference on Intelligent User Interfaces (ACM IUI 2018), 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

Optical Music Recognition in Mensural Notation with Region-based Convolutional Neural Networks.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Document Analysis of Music Score Images with Selectional Auto-Encoders.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Camera-PrIMuS: Neural End-to-End Optical Music Recognition on Realistic Monophonic Scores.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Probabilistic Music-Symbol Spotting in Handwritten Scores.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018

MuRET: a music recognition, encoding, and transcription tool.
Proceedings of the 5th International Conference on Digital Libraries for Musicology, 2018

How current optical music recognition systems are becoming useful for digital libraries.
Proceedings of the 5th International Conference on Digital Libraries for Musicology, 2018

Data Augmentation via Variational Auto-Encoders.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017
An experimental study on rank methods for prototype selection.
Soft Comput., 2017

Selecting promising classes from generated data for an efficient multi-class nearest neighbor classification.
Soft Comput., 2017

An efficient approach for Interactive Sequential Pattern Recognition.
Pattern Recognit., 2017

Prototype generation on structural data using dissimilarity space representation.
Neural Comput. Appl., 2017

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

Computing the Expected Edit Distance from a String to a Probabilistic Finite-State Automaton.
Int. J. Found. Comput. Sci., 2017

Staff-line removal with selectional auto-encoders.
Expert Syst. Appl., 2017

Recognition of pen-based music notation with finite-state machines.
Expert Syst. Appl., 2017

Pixel-wise binarization of musical documents with convolutional neural networks.
Proceedings of the Fifteenth IAPR International Conference on Machine Vision Applications, 2017

One-Step Detection of Background, Staff Lines, and Symbols in Medieval Music Manuscripts with Convolutional Neural Networks.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

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

Pixelwise classification for music document analysis.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Recognition of Handwritten Music Symbols using Meta-features Obtained from Weak Classifiers based on Nearest Neighbor.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Pen-Based Music Document Transcription.
Proceedings of the 12th International Workshop on Graphics Recognitio, 2017

Pixel.js: Web-Based Pixel Classification Correction Platform for Ground Truth Creation.
Proceedings of the 12th International Workshop on Graphics Recognitio, 2017

Music Document Layout Analysis through Machine Learning and Human Feedback.
Proceedings of the 12th International Workshop on Graphics Recognitio, 2017

Handwritten Music Recognition for Mensural Notation: Formulation, Data and Baseline Results.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

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

Optical Music Recognition by Recurrent Neural Networks.
Proceedings of the 12th International Workshop on Graphics Recognitio, 2017

A Study of Prototype Selection Algorithms for Nearest Neighbour in Class-Imbalanced Problems.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Staff-Line Detection on Grayscale Images with Pixel Classification.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Pen-Based Music Document Transcription with Convolutional Neural Networks.
Proceedings of the Graphics Recognition, Current Trends and Evolutions, 2017

Discussion Group Summary: Optical Music Recognition.
Proceedings of the Graphics Recognition, Current Trends and Evolutions, 2017

Optical Music Recognition by Long Short-Term Memory Networks.
Proceedings of the Graphics Recognition, Current Trends and Evolutions, 2017

2016
On the suitability of Prototype Selection methods for kNN classification with distributed data.
Neurocomputing, 2016

Music staff removal with supervised pixel classification.
Int. J. Document Anal. Recognit., 2016

Computing the Expected Edit Distance from a String to a PFA.
Proceedings of the Implementation and Application of Automata, 2016

Two (Note) Heads Are Better Than One: Pen-Based Multimodal Interaction with Music Scores.
Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Sheet Music Statistical Layout Analysis.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Early Handwritten Music Recognition with Hidden Markov Models.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Document Analysis for Music Scores via Machine Learning.
Proceedings of the 3rd International workshop on Digital Libraries for Musicology, 2016

2015
Improving kNN multi-label classification in Prototype Selection scenarios using class proposals.
Pattern Recognit., 2015

Avoiding staff removal stage in optical music recognition: application to scores written in white mensural notation.
Pattern Anal. Appl., 2015

Improving classification using a Confidence Matrix based on weak classifiers applied to OCR.
Neurocomputing, 2015

Tuning compilations by multi-objective optimization: Application to Apache web server.
Appl. Soft Comput., 2015

Prototype Generation on Structural Data Using Dissimilarity Space Representation: A Case of Study.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

Clustering of Strokes from Pen-Based Music Notation: An Experimental Study.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014
Multi-objective adaptive evolutionary strategy for tuning compilations.
Neurocomputing, 2014

Recognition of Pen-Based Music Notation: The HOMUS Dataset.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2011
A Distance for Partially Labeled Trees.
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011


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