2022
Table detection in business document images by message passing networks.
Pattern Recognit., 2022
Pay attention to what you read: Non-recurrent handwritten text-Line recognition.
Pattern Recognit., 2022
Content and Style Aware Generation of Text-Line Images for Handwriting Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Musigraph: Optical Music Recognition Through Object Detection and Graph Neural Network.
Proceedings of the Frontiers in Handwriting Recognition - 18th International Conference, 2022
2021
Learning graph edit distance by graph neural networks.
Pattern Recognit., 2021
Candidate fusion: Integrating language modelling into a sequence-to-sequence handwritten word recognition architecture.
Pattern Recognit., 2021
Beyond document object detection: instance-level segmentation of complex layouts.
Int. J. Document Anal. Recognit., 2021
Localizing Infinity-shaped fishes: Sketch-guided object localization in the wild.
CoRR, 2021
A Self-supervised Inverse Graphics Approach for Sketch Parametrization.
Proceedings of the Document Analysis and Recognition, 2021
Learning to Rank Words: Optimizing Ranking Metrics for Word Spotting.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021
Date Estimation in the Wild of Scanned Historical Photos: An Image Retrieval Approach.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021
Graph-Based Deep Generative Modelling for Document Layout Generation.
Proceedings of the Document Analysis and Recognition, 2021
DocSynth: A Layout Guided Approach for Controllable Document Image Synthesis.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021
2020
Distilling Structure from Imagery: Graph-based Models for the Interpretation of Document Images.
PhD thesis, 2020
Hierarchical graphs for coarse-to-fine error tolerant matching.
Pattern Recognit. Lett., 2020
Hierarchical stochastic graphlet embedding for graph-based pattern recognition.
Neural Comput. Appl., 2020
Unsupervised Adaptation for Synthetic-to-Real Handwritten Word Recognition.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020
Named Entity Recognition and Relation Extraction with Graph Neural Networks in Semi Structured Documents.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Distilling Content from Style for Handwritten Word Recognition.
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020
GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images.
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
From Optical Music Recognition to Handwritten Music Recognition: A baseline.
Pattern Recognit. Lett., 2019
Unsupervised Writer Adaptation for Synthetic-to-Real Handwritten Word Recognition.
CoRR, 2019
Table Detection in Invoice Documents by Graph Neural Networks.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019
Shoot Less and Sketch More: An Efficient Sketch Classification via Joining Graph Neural Networks and Few-Shot Learning.
Proceedings of the 13th IAPR International Workshop on Graphics Recognition, 2019
Doodle to Search: Practical Zero-Shot Sketch-Based Image Retrieval.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
Learning Graph Distances with Message Passing Neural Networks.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Word-Hunter: A Gamesourcing Experience to Validate the Transcription of Historical Manuscripts.
Proceedings of the 16th International Conference on Frontiers in Handwriting Recognition, 2018
Convolve, Attend and Spell: An Attention-based Sequence-to-Sequence Model for Handwritten Word Recognition.
Proceedings of the Pattern Recognition - 40th German Conference, 2018
2017
Large-scale graph indexing using binary embeddings of node contexts for information spotting in document image databases.
Pattern Recognit. Lett., 2017
Graph-Based Deep Learning for Graphics Classification.
Proceedings of the 12th International Workshop on Graphics Recognitio, 2017
Improving Information Retrieval in Multiwriter Scenario by Exploiting the Similarity Graph of Document Terms.
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
Pyramidal Stochastic Graphlet Embedding for Document Pattern Classification.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017
Optical Music Recognition by Long Short-Term Memory Networks.
Proceedings of the Graphics Recognition, Current Trends and Evolutions, 2017
Error-Tolerant Coarse-to-Fine Matching Model for Hierarchical Graphs.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2017
2016
Towards the Recognition of Compound Music Notes in Handwritten Music Scores.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016
2015
Handwritten word spotting by inexact matching of grapheme graphs.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015
Towards the Alignment of Handwritten Music Scores.
Proceedings of the Graphic Recognition. Current Trends and Challenges, 2015
Large-Scale Graph Indexing Using Binary Embeddings of Node Contexts.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2015
2014
e-Crowds: A Mobile Platform for Browsing and Searching in Historical Demography-Related Manuscripts.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014
On the Influence of Key Point Encoding for Handwritten Word Spotting.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014