Mauricio Villegas

CUNEF Universidad

Computer Science · Physical Sciences

22h-index1.5kcitations72works0.02yr avg
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Research Topics

Handwritten Text Recognition Techniques(30), Image Retrieval and Classification Techniques(22), Advanced Image and Video Retrieval Techniques(16), Natural Language Processing Techniques(15), Image Processing and 3D Reconstruction(15)

Publications72 total

Synthetic Data Generation for Clustering Models: A Case Study in Mental Health Monitoring
Lecture notes in computer science·2025
Pay attention to what you read: Non-recurrent handwritten text-Line recognition
Pattern Recognition·2022· 121 cited
Content and Style Aware Generation of Text-Line Images for Handwriting Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence·2021· 55 citedOpen Access
Named Entity Recognition and Relation Extraction with Graph Neural Networks in Semi Structured Documents
2021· 42 cited
Candidate fusion: Integrating language modelling into a sequence-to-sequence handwritten word recognition architecture
Pattern Recognition·2020· 33 cited
Distilling Content from Style for Handwritten Word Recognition
2020· 10 cited
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition
arXiv (Cornell University)·2020· 20 citedOpen Access
A neural model for text localization, transcription and named entity recognition in full pages
Pattern Recognition Letters·2020· 5 citedOpen Access
GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images
arXiv (Cornell University)·2020· 7 citedOpen Access
GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images
Lecture notes in computer science·2020· 99 cited
Candidate Fusion: Integrating Language Modelling into a Sequence-to-Sequence Handwritten Word Recognition Architecture
arXiv (Cornell University)·2019· 4 citedOpen Access
A Neural Model for Text Localization, Transcription and Named Entity\n Recognition in Full Pages
arXiv (Cornell University)·2019Open Access
End-to-End Handwritten Text Detection and Transcription in Full Pages
2019· 30 cited
Document Domain Adaptation with Generative Adversarial Networks
2019· 5 cited
Transforming scholarship in the archives through handwritten text recognition
Journal of Documentation·2019· 102 citedOpen Access
A set of benchmarks for Handwritten Text Recognition on historical documents
Pattern Recognition·2019· 97 citedOpen Access
Automatic Image Annotation at ImageCLEF
˜The œKluwer international series on information retrieval·2019· 3 cited
Convolve, Attend and Spell: An Attention-based Sequence-to-Sequence Model for Handwritten Word Recognition
Lecture notes in computer science·2019· 66 cited
Joint Recognition of Handwritten Text and Named Entities with a Neural End-to-End Model
2018· 4 citedOpen Access
Joint Recognition of Handwritten Text and Named Entities with a Neural\n End-to-end Model
arXiv (Cornell University)·2018Open Access
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Frequent Co-authors

Roberto Paredes(15), Alícia Fornés(13), Pau Riba(10), Marçal Rusiñol(9), Lei Kang(8), Joan Andreu Sánchez(8), Alejandro H. Toselli(8), Enrique Vidal(8), Verónica Romero(6), Henning Müller(6), Luca Piras(6), Andrew Gilbert(5), Josiah Wang(5), Krystian Mikolajczyk(4), Alba García Seco de Herrera(4), Manuel Carbonell(4), Josep Lladós(4), Sébastien Marcel(3), Chi Ho Chan(3), Josef Kittler(3)