Alicia Fornés

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 89

Top Venues

Publications

Pau Torras, Sanket Biswas, Alicia Fornés
The Common Optical Music Recognition Evaluation Framework. CoRR (2023)
Asma Bensalah, Antonio Parziale, Giuseppe De Gregorio, Angelo Marcelli, Alicia Fornés, Josep Lladós
I Can't Believe It's Not Better: In-air Movement For Alzheimer Handwriting Synthetic Generation. CoRR (2023)
Pau Torras, Mohamed Ali Souibgui, Jialuo Chen, Sanket Biswas, Alicia Fornés
Segmentation-Free Alignment of Arbitrary Symbol Transcripts to Images. ICDAR Workshops (1) (2023)
Mohamed Ali Souibgui, Pau Torras, Jialuo Chen, Alicia Fornés
An Evaluation of Handwritten Text Recognition Methods for Historical Ciphered Manuscripts. HIP@ICDAR (2023)
Mohamed Ali Souibgui, Sanket Biswas, Andrés Mafla, Ali Furkan Biten, Alicia Fornés, Yousri Kessentini, Josep Lladós, Lluís Gómez, Dimosthenis Karatzas
Text-DIAE: A Self-Supervised Degradation Invariant Autoencoder for Text Recognition and Document Enhancement. AAAI (2023)
Marwa Dhiaf, Mohamed Ali Souibgui, Kai Wang, Yuyang Liu, Yousri Kessentini, Alicia Fornés, Ahmed Cheikh Rouhou
CSSL-MHTR: Continual Self-Supervised Learning for Scalable Multi-script Handwritten Text Recognition. CoRR (2023)
Asma Bensalah, Antonio Parziale, Giuseppe De Gregorio, Angelo Marcelli, Alicia Fornés, Josep Lladós
I Can't Believe It's Not Better: In-air Movement for Alzheimer Handwriting Synthetic Generation. IGS (2023)
Utkarsh Porwal, Alicia Fornés, Faisal Shafait
Advances in handwriting recognition. Int. J. Document Anal. Recognit. 25 (4) (2022)
Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
Content and Style Aware Generation of Text-Line Images for Handwriting Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
Content and Style Aware Generation of Text-line Images for Handwriting Recognition. CoRR (2022)
Arnau Baró, Pau Riba, Alicia Fornés
Musigraph: Optical Music Recognition Through Object Detection and Graph Neural Network. ICFHR (2022)
Mohamed Ali Souibgui, Sanket Biswas, Sana Khamekhem Jemni, Yousri Kessentini, Alicia Fornés, Josep Lladós, Umapada Pal
DocEnTr: An End-to-End Document Image Enhancement Transformer. ICPR (2022)
Mohamed Ali Souibgui, Sanket Biswas, Andrés Mafla, Ali Furkan Biten, Alicia Fornés, Yousri Kessentini, Josep Lladós, Lluís Gómez, Dimosthenis Karatzas
Text-DIAE: Degradation Invariant Autoencoders for Text Recognition and Document Enhancement. CoRR (2022)
Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
Pay attention to what you read: Non-recurrent handwritten text-Line recognition. Pattern Recognit. 129 (2022)
Mohamed Ali Souibgui, Asma Bensalah, Jialuo Chen, Alicia Fornés, Michelle Waldispühl
. ACM Journal on Computing and Cultural Heritage 15 (4) (2022)
Giuseppe De Gregorio, Sanket Biswas, Mohamed Ali Souibgui, Asma Bensalah, Josep Lladós, Alicia Fornés, Angelo Marcelli
A Few Shot Multi-representation Approach for N-Gram Spotting in Historical Manuscripts. ICFHR (2022)
Mohamed Ali Souibgui, Alicia Fornés, Yousri Kessentini, Beáta Megyesi
Few shots are all you need: A progressive learning approach for low resource handwritten text recognition. Pattern Recognit. Lett. 160 (2022)
Alicia Fornés, Asma Bensalah, Cristina Carmona-Duarte, Jialuo Chen, Miguel A. Ferrer, Andreas Fischer, Josep Lladós, Cristina Martín, Eloy Opisso, Réjean Plamondon, Anna Scius-Bertrand, Josep María Tormos
The RPM3D Project: 3D Kinematics for Remote Patient Monitoring. IGS (2022)
Sana Khamekhem Jemni, Mohamed Ali Souibgui, Yousri Kessentini, Alicia Fornés
Enhance to read better: A Multi-Task Adversarial Network for Handwritten Document Image Enhancement. Pattern Recognit. 123 (2022)
Mohamed Ali Souibgui, Ali Furkan Biten, Sounak Dey, Alicia Fornés, Yousri Kessentini, Lluís Gómez, Dimosthenis Karatzas, Josep Lladós
One-shot Compositional Data Generation for Low Resource Handwritten Text Recognition. WACV (2022)
Asma Bensalah, Alicia Fornés, Cristina Carmona-Duarte, Josep Lladós
Easing Automatic Neurorehabilitation via Classification and Smoothness Analysis. CoRR (2022)
Giuseppe De Gregorio, Sanket Biswas, Mohamed Ali Souibgui, Asma Bensalah, Josep Lladós, Alicia Fornés, Angelo Marcelli
A Few Shot Multi-Representation Approach for N-gram Spotting in Historical Manuscripts. CoRR (2022)
Asma Bensalah, Jialuo Chen, Alicia Fornés, Cristina Carmona-Duarte, Josep Lladós, Miguel A. Ferrer
Towards Stroke Patients' Upper-limb Automatic Motor Assessment Using Smartwatches. CoRR (2022)
Pau Riba, Lutz Goldmann, Oriol Ramos Terrades, Diede Rusticus, Alicia Fornés, Josep Lladós
Table detection in business document images by message passing networks. Pattern Recognit. 127 (2022)
Alicia Fornés, Asma Bensalah, Cristina Carmona-Duarte, Jialuo Chen, Miguel A. Ferrer, Andreas Fischer, Josep Lladós, Cristina Martín, Eloy Opisso, Réjean Plamondon, Anna Scius-Bertrand, Josep María Tormos
The RPM3D project: 3D Kinematics for Remote Patient Monitoring. CoRR (2022)
Asma Bensalah, Alicia Fornés, Cristina Carmona-Duarte, Josep Lladós
Easing Automatic Neurorehabilitation via Classification and Smoothness Analysis. IGS (2022)
Giacomo Magnifico, Beáta Megyesi, Mohamed Ali Souibgui, Jialuo Chen, Alicia Fornés
Lost in Transcription of Graphic Signs in Ciphers. HistoCrypt (2022)
Mohamed Ali Souibgui, Sanket Biswas, Sana Khamekhem Jemni, Yousri Kessentini, Alicia Fornés, Josep Lladós, Umapada Pal
DocEnTr: An End-to-End Document Image Enhancement Transformer. CoRR (2022)
Jialuo Chen, Mohamed Ali Souibgui, Alicia Fornés, Beáta Megyesi
Unsupervised Alphabet Matching in Historical Encrypted Manuscript Images. HistoCrypt (2021)
Pau Torras, Arnau Baró, Lei Kang, Alicia Fornés
On the Integration of Language Models into Sequence to Sequence Architectures for Handwritten Music Recognition. ISMIR (2021)
Mohamed Ali Souibgui, Alicia Fornés, Yousri Kessentini, Beáta Megyesi
Few Shots Is All You Need: A Progressive Few Shot Learning Approach for Low Resource Handwriting Recognition. CoRR (2021)
Sana Khamekhem Jemni, Mohamed Ali Souibgui, Yousri Kessentini, Alicia Fornés
Enhance to Read Better: An Improved Generative Adversarial Network for Handwritten Document Image Enhancement. CoRR (2021)
Lei Kang, Pau Riba, Mauricio Villegas, Alicia Fornés, Marçal Rusiñol
Candidate fusion: Integrating language modelling into a sequence-to-sequence handwritten word recognition architecture. Pattern Recognit. 112 (2021)
Jean-Christophe Burie, Alicia Fornés, K. C. Santosh, Muhammad Muzzamil Luqman
Deep learning for graphics recognition: document understanding and beyond. Int. J. Document Anal. Recognit. 24 (1) (2021)
Pau Torras, Mohamed Ali Souibgui, Jialuo Chen, Alicia Fornés
A Transcription Is All You Need: Learning to Align Through Attention. ICDAR Workshops (1) (2021)
Mohamed Ali Souibgui, Ali Furkan Biten, Sounak Dey, Alicia Fornés, Yousri Kessentini, Lluís Gómez, Dimosthenis Karatzas, Josep Lladós
One-shot Compositional Data Generation for Low Resource Handwritten Text Recognition. CoRR (2021)
Pau Riba, Andreas Fischer, Josep Lladós, Alicia Fornés
Learning graph edit distance by graph neural networks. Pattern Recognit. 120 (2021)
Lei Kang, Marçal Rusiñol, Alicia Fornés, Pau Riba, Mauricio Villegas
Unsupervised Adaptation for Synthetic-to-Real Handwritten Word Recognition. WACV (2020)
Manuel Carbonell, Alicia Fornés, Mauricio Villegas, Josep Lladós
A neural model for text localization, transcription and named entity recognition in full pages. Pattern Recognit. Lett. 136 (2020)
Pau Riba, Josep Lladós, Alicia Fornés
Hierarchical graphs for coarse-to-fine error tolerant matching. Pattern Recognit. Lett. 134 (2020)
Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
Pay Attention to What You Read: Non-recurrent Handwritten Text-Line Recognition. CoRR (2020)
Mohamed Ali Souibgui, Alicia Fornés, Yousri Kessentini, Crina Tudor
A Few-shot Learning Approach for Historical Ciphered Manuscript Recognition. CoRR (2020)
Mohamed Ali Souibgui, Yousri Kessentini, Alicia Fornés
A Conditional GAN Based Approach for Distorted Camera Captured Documents Recovery. MedPRAI (2020)
Jialuo Chen, Mohamed Ali Souibgui, Alicia Fornés, Beáta Megyesi
A Web-based Interactive Transcription Tool for Encrypted Manuscripts. HistoCrypt (2020)
Arnau Baró, Carles Badal, Alicia Fornés
Handwritten Historical Music Recognition by Sequence-to-Sequence with Attention Mechanism. ICFHR (2020)
Anjan Dutta, Pau Riba, Josep Lladós, Alicia Fornés
Hierarchical stochastic graphlet embedding for graph-based pattern recognition. Neural Comput. Appl. 32 (15) (2020)
Lei Kang, Pau Riba, Yaxing Wang, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images. ECCV (23) (2020)
Lei Kang, Pau Riba, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
Distilling Content from Style for Handwritten Word Recognition. ICFHR (2020)
Manuel Carbonell, Pau Riba, Mauricio Villegas, Alicia Fornés, Josep Lladós
Named Entity Recognition and Relation Extraction with Graph Neural Networks in Semi Structured Documents. ICPR (2020)
Beáta Megyesi, Bernhard Esslinger, Alicia Fornés, Nils Kopal, Benedek Láng, George Lasry, Karl de Leeuw, Eva Pettersson, Arno Wacker, Michelle Waldispühl
Decryption of historical manuscripts: the DECRYPT project. Cryptologia 44 (6) (2020)
Lei Kang, Pau Riba, Yaxing Wang, Marçal Rusiñol, Alicia Fornés, Mauricio Villegas
GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images. CoRR (2020)
Mohamed Ali Souibgui, Alicia Fornés, Yousri Kessentini, Crina Tudor
A Few-shot Learning Approach for Historical Ciphered Manuscript Recognition. ICPR (2020)
Pau Riba, Andreas Fischer, Josep Lladós, Alicia Fornés
Learning Graph Edit Distance by Graph Neural Networks. CoRR (2020)
Asma Bensalah, Jialuo Chen, Alicia Fornés, Cristina Carmona-Duarte, Josep Lladós, Miguel Ángel Ferrer
Towards Stroke Patients' Upper-Limb Automatic Motor Assessment Using Smartwatches. ICPR Workshops (1) (2020)
Asma Bensalah, Pau Riba, Alicia Fornés, Josep Lladós
Shoot Less and Sketch More: An Efficient Sketch Classification via Joining Graph Neural Networks and Few-Shot Learning. GREC@ICDAR (2019)
Lei Kang, Marçal Rusiñol, Alicia Fornés, Pau Riba, Mauricio Villegas
Unsupervised Writer Adaptation for Synthetic-to-Real Handwritten Word Recognition. CoRR (2019)
Arnau Baró, Pau Riba, Jorge Calvo-Zaragoza, Alicia Fornés
From Optical Music Recognition to Handwritten Music Recognition: A baseline. Pattern Recognit. Lett. 123 (2019)
Lei Kang, Pau Riba, Mauricio Villegas, Alicia Fornés, Marçal Rusiñol
Candidate Fusion: Integrating Language Modelling into a Sequence-to-Sequence Handwritten Word Recognition Architecture. CoRR (2019)
Arnau Baró, Jialuo Chen, Alicia Fornés, Beáta Megyesi
Towards a Generic Unsupervised Method for Transcription of Encoded Manuscripts. DATeCH (2019)
Verónica Romero, Alicia Fornés, Emilio Granell, Enrique Vidal, Joan-Andreu Sánchez
Information Extraction in Handwritten Marriage Licenses Books. HIP@ICDAR (2019)
Juan Ignacio Toledo, Manuel Carbonell, Alicia Fornés, Josep Lladós
Information extraction from historical handwritten document images with a context-aware neural model. Pattern Recognit. 86 (2019)
Ekta Vats, Anders Hast, Alicia Fornés
Training-Free and Segmentation-Free Word Spotting using Feature Matching and Query Expansion. ICDAR (2019)
Pau Riba, Anjan Dutta, Lutz Goldmann, Alicia Fornés, Oriol Ramos Terrades, Josep Lladós
Table Detection in Invoice Documents by Graph Neural Networks. ICDAR (2019)
Manuel Carbonell, Joan Mas, Mauricio Villegas, Alicia Fornés, Josep Lladós
End-to-End Handwritten Text Detection and Transcription in Full Pages. WML@ICDAR (2019)
Manuel Carbonell, Alicia Fornés, Mauricio Villegas, Josep Lladós
TreyNet: A Neural Model for Text Localization, Transcription and Named Entity Recognition in Full Pages. CoRR (2019)
Manuel Carbonell, Mauricio Villegas, Alicia Fornés, Josep Lladós
Joint Recognition of Handwritten Text and Named Entities with a Neural End-to-End Model. DAS (2018)
Lei Kang, Juan Ignacio Toledo, Pau Riba, Mauricio Villegas, Alicia Fornés, Marçal Rusiñol
Convolve, Attend and Spell: An Attention-based Sequence-to-Sequence Model for Handwritten Word Recognition. GCPR (2018)
Pau Riba, Andreas Fischer, Josep Lladós, Alicia Fornés
Learning Graph Distances with Message Passing Neural Networks. ICPR (2018)
Anjan Dutta, Pau Riba, Josep Lladós, Alicia Fornés
Hierarchical Stochastic Graphlet Embedding for Graph-based Pattern Recognition. CoRR (2018)
Manuel Carbonell, Mauricio Villegas, Alicia Fornés, Josep Lladós
Joint Recognition of Handwritten Text and Named Entities with a Neural End-to-end Model. CoRR (2018)
Jialuo Chen, Pau Riba, Alicia Fornés, Joan Mas, Josep Lladós, Joana Maria Pujadas-Mora
Word-Hunter: A Gamesourcing Experience to Validate the Transcription of Historical Manuscripts. ICFHR (2018)
Pau Riba, Josep Lladós, Alicia Fornés, Anjan Dutta
Large-scale graph indexing using binary embeddings of node contexts for information spotting in document image databases. Pattern Recognit. Lett. 87 (2017)
Anjan Dutta, Pau Riba, Josep Lladós, Alicia Fornés
Pyramidal Stochastic Graphlet Embedding for Document Pattern Classification. ICDAR (2017)
Sounak Dey, Anjan Dutta, Josep Lladós, Alicia Fornés, Umapada Pal
Shallow Neural Network Model for Hand-Drawn Symbol Recognition in Multi-Writer Scenario. GREC@ICDAR (2017)
Arnau Baró, Pau Riba, Jorge Calvo-Zaragoza, Alicia Fornés
Optical Music Recognition by Recurrent Neural Networks. GREC@ICDAR (2017)
Verónica Romero, Alicia Fornés, Enrique Vidal, Joan-Andreu Sánchez
Information Extraction in Handwritten Marriage Licenses Books Using the MGGI Methodology. IbPRIA (2017)
Pau Riba, Anjan Dutta, Josep Lladós, Alicia Fornés
Graph-Based Deep Learning for Graphics Classification. GREC@ICDAR (2017)
Alicia Fornés, Beáta Megyesi, Joan Mas
Transcription of Encoded Manuscripts with Image Processing Techniques. DH (2017)
Pau Riba, Josep Lladós, Alicia Fornés
Error-Tolerant Coarse-to-Fine Matching Model for Hierarchical Graphs. GbRPR (2017)
Alicia Fornés, Verónica Romero, Arnau Baró, Juan Ignacio Toledo, Joan-Andreu Sánchez, Enrique Vidal, Josep Lladós
ICDAR2017 Competition on Information Extraction in Historical Handwritten Records. ICDAR (2017)
Juan Ignacio Toledo, Sounak Dey, Alicia Fornés, Josep Lladós
Handwriting Recognition by Attribute Embedding and Recurrent Neural Networks. ICDAR (2017)
Arnau Baró, Pau Riba, Jorge Calvo-Zaragoza, Alicia Fornés
Optical Music Recognition by Long Short-Term Memory Networks. GREC (2017)
Pau Riba, Anjan Dutta, Sounak Dey, Josep Lladós, Alicia Fornés
Improving Information Retrieval in Multiwriter Scenario by Exploiting the Similarity Graph of Document Terms. ICDAR (2017)
Arnau Baró, Pau Riba, Alicia Fornés
Towards the Recognition of Compound Music Notes in Handwritten Music Scores. ICFHR (2016)
Verónica Romero, Alicia Fornés, Enrique Vidal, Joan-Andreu Sánchez
Using the MGGI Methodology for Category-Based Language Modeling in Handwritten Marriage Licenses Books. ICFHR (2016)
Juan Ignacio Toledo, Sebastian Sudholt, Alicia Fornés, Jordi Cucurull, Gernot A. Fink, Josep Lladós
Handwritten Word Image Categorization with Convolutional Neural Networks and Spatial Pyramid Pooling. S+SSPR (2016)
Anders Hast, Alicia Fornés
A Segmentation-Free Handwritten Word Spotting Approach by Relaxed Feature Matching. DAS (2016)
Juan Ignacio Toledo, Alicia Fornés, Jordi Cucurull, Josep Lladós
Election Tally Sheets Processing System. DAS (2016)
Joan Mas, Alicia Fornés, Josep Lladós
An Interactive Transcription System of Census Records Using Word-Spotting Based Information Transfer. DAS (2016)
Pau Riba, Alicia Fornés, Josep Lladós
Towards the Alignment of Handwritten Music Scores. GREC (2015)
Pau Riba, Josep Lladós, Alicia Fornés
Handwritten word spotting by inexact matching of grapheme graphs. ICDAR (2015)
Juan Ignacio Toledo, Jordi Cucurull, Jordi Puiggali, Alicia Fornés, Josep Lladós
Document Analysis Techniques for Automatic Electoral Document Processing: A Survey. VoteID (2015)
Pau Riba, Josep Lladós, Alicia Fornés, Anjan Dutta
Large-Scale Graph Indexing Using Binary Embeddings of Node Contexts. GbRPR (2015)
Núria Cirera, Alicia Fornés, Josep Lladós
Hidden Markov model topology optimization for handwriting recognition. ICDAR (2015)
David Fernández Mota, Josep Lladós, Alicia Fornés
A graph-based approach for segmenting touching lines in historical handwritten documents. Int. J. Document Anal. Recognit. 17 (3) (2014)
Jon Almazán, Albert Gordo, Alicia Fornés, Ernest Valveny
Segmentation-free word spotting with exemplar SVMs. Pattern Recognit. 47 (12) (2014)
David Fernández Mota, Pau Riba, Alicia Fornés, Josep Lladós
On the Influence of Key Point Encoding for Handwritten Word Spotting. ICFHR (2014)
Jon Almazán, Albert Gordo, Alicia Fornés, Ernest Valveny
Word Spotting and Recognition with Embedded Attributes. IEEE Trans. Pattern Anal. Mach. Intell. 36 (12) (2014)
David Fernández Mota, R. Manmatha, Alicia Fornés, Josep Lladós
Sequential Word Spotting in Historical Handwritten Documents. Document Analysis Systems (2014)
David Fernández Mota, Jon Almazán, Núria Cirera, Alicia Fornés, Josep Lladós
BH2M: The Barcelona Historical, Handwritten Marriages Database. ICPR (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alicia Fornés