Alejandro Héctor Toselli
Researcher (PhD)
Publications
2022
A robust handwritten recognition system for learning on different data restriction scenarios Journal Article
In: Pattern Recognition Letters, 2022.
Approximate Search for Keywords in Handwritten Text Images Inproceedings
In: In proceedings of the 15th IAPR International Workshop on Document Analysis Systems (DAS 2022), pp. 367–381, 2022.
2021
ICDAR 2021 Competition on Components Segmentation Task of Document Photos Inproceedings
In: In proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR 2021), pp. 678–692, 2021.
Digital Editions as Distant Supervision for Layout Analysis of Printed Books Inproceedings
In: In proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR 2021), pp. 462–476, 2021.
2020
HU-PageScan: a fully convolutional neural network for document page crop Journal Article
In: IET Image Processing, vol. 14.0, no. 15.0, pp. 3890–3898, 2020.
HDSR-Flor: A Robust End-to-End System to Solve the Handwritten Digit String Recognition Problem in Real Complex Scenarios Journal Article
In: IEEE Access, vol. 8.0, pp. 208543–208553, 2020.
HTR-Flor++: A Handwritten Text Recognition System Based on a Pipeline of Optical and Language Models Inproceedings
In: In proceedings of the 20th ACM Symposium on Document Engineering (DocEng 2020), pp. 1–4, 2020.
The CARABELA Project and Manuscript Collection: Large-Scale Probabilistic Indexing and Content-based Classification Inproceedings
In: In proceedings of the 17th International Conference on Frontiers in Handwriting Recognition (ICFHR 2020), pp. 85–90, 2020.
2019
Handwritten Music Recognition for Mensural notation with convolutional recurrent neural networks Journal Article
In: Pattern Recognition Letters, vol. 128, pp. 115–121, 2019.
A Set of Benchmarks for Handwritten Text Recognition on Historical Documents Journal Article
In: Pattern Recognition, vol. 94, pp. 122–134, 2019.
Hybrid hidden Markov models and artificial neural networks for handwritten music recognition in mensural notation Journal Article
In: Pattern Analysis and Applications, 2019.
Multi-Task Layout Analysis of Handwritten Musical Scores Inproceedings
In: In proceedings of the 9th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2019), pp. 123–134, 2019.
Modern vs diplomatic transcripts for historical handwritten text recognition Inproceedings
In: In proceedings of the 20th Internarional Conference on Image, Analysis and Processings (ICIAP 2019), pp. 103–213, 2019.
A Study of English Neologisms Through Large-Scale Probabilistic Indexing of Benthams Manuscripts Inproceedings
In: In proceedings of the 1st International Workshop on Pattern Recognition for Cultural Heritage (PatReCH 2019), pp. 92–102, 2019.
Making Two Vast Historical Manuscript Collections Searchable and Extracting Meaningful Textual Features Through Large-Scale Probabilistic Indexing Inproceedings
In: In proceedings of the 15th International Conference on Document Analysis and Recognition (ICDAR 2019), pp. 108–113, 2019.
Music Symbol Sequence Indexing in Medieval Plainchant Manuscripts Inproceedings
In: In proceedings of the 15th International Conference on Document Analysis and Recognition (ICDAR 2019), pp. 882–887, 2019.
2018
Handwritten Text Recognition Competitions With the tranScriptorium Dataset Book Chapter
In: Document Analysis and Text Recognition: Benchmarking State-of-the-Art Systems, World Scientific pages = 213--236, 2018, ISBN: 978-981-3229-26-6.
Indexación y reconocimiento automático de texto manuscrito Journal Article
In: Cuadernos AISPI, vol. 11/2018, pp. 131–144, 2018.
Probabilistic multi-word spotting in handwritten text images Journal Article
In: Pattern Analysis and Applications, vol. 22, no. 1, pp. 23–32, 2018.
Transcribing a 17th-century botanical manuscript: Longitudinal evaluation of document layout detection and interactive transcription Journal Article
In: Digital Scholarship in the Humanities, vol. 33, no. 1, pp. 173–202, 2018.
Automatic Alignment of Handwritten Images and Transcripts for Training Handwritten Text Recognition systems Inproceedings
In: In proceedings of the 13th IAPR International Workshop on Document Analysis Systems (DAS 2018), pp. 328–333, 2018.
Transmisión de técnicas actuales de Deep Learning: una experiencia docente en investigación científica Inproceedings
In: In proceedings of the I Congreso Iberoamericano de Docentes, pp. 751–751, 2018.
Aprendizaje orientado a proyectos en Reconocimiento Automático de Escritura Inproceedings
In: In proceedings of the I Congreso Iberoamericano de Docentes, pp. 902–902, 2018.
Text Line Extraction Based on Distance Map Features and Dynamic Programming Inproceedings
In: In proceedings of the 16th International Conference on Frontiers in Handwriting Recognition (ICFHR 2018), pp. 357–362, 2018.
From HMMs to RNNs: Computer-Assisted Transcription of a Handwritten Notarial Records Collection. Inproceedings
In: In proceedings of the 16th International Conference on Frontiers in Handwriting Recognition (ICFHR 2018), pp. 116–121, 2018.
Active Learning in Handwritten Text Recognition using the Derivational Entropy Inproceedings
In: In proceedings of the 16th International Conference on Frontiers in Handwriting Recognition (ICFHR 2018), pp. 291–296, 2018.
Probabilistic Music-Symbol Spotting in Handwritten Scores Inproceedings
In: In proceedings of the 16th International Conference on Frontiers in Handwriting Recognition (ICFHR 2018), pp. 558–563, 2018.
Indexación y transcripción asistida de texto manuscrito Inproceedings
In: In proceedings of the IX Congreso Internacional Lope de Vega. Lope y el Teatro del Siglo de Oro, pp. 0–0, 2018.
Probabilistic Indexing and Search for Information Extraction on Handwritten German Parish Records Inproceedings
In: In proceedings of the 16th International Conference on Frontiers in Handwriting Recognition (ICFHR 2018), pp. 44–49, 2018.
2017
Simple and Effective Multi-Word Query Spotting in Handwritten Text Images Inproceedings
In: In proceedings of the 8th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2017), pp. 76–84, 2017.
ICDAR2017 Competition on Handwritten Text Recognition on the READ Dataset Inproceedings
In: In proceedings of the 14th International Conference on Document Analysis and Recognition (ICDAR 2017), pp. 1383–1388, 2017.
Preparatory KWS Experiments for Large-Scale Indexing of a Vast Medieval Manuscript Collection in the HIMANIS Project Inproceedings
In: In proceedings of the 14th International Conference on Document Analysis and Recognition (ICDAR 2017), pp. 311–316, 2017.
Interactive Layout Detection Inproceedings
In: In proceedings of the 8th Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2017), pp. 161–168, 2017.
Querying out-of-vocabulary words in lexicon-based keyword spotting Journal Article
In: Neural Computing and Applications, vol. 28, no. 9, pp. 2373–2382, 2017.
Word graphs size impact on the performance of handwriting document applications Journal Article
In: Neural Computing and Applications, vol. 28, no. 9, pp. 2477–2487, 2017.
2016
Early Handwritten Music Recognition with Hidden Markov Models Inproceedings
In: In proceedings of the 15th International Conference on Frontiers in Handwriting Recognition (ICFHR 2016), pp. 319–324, 2016.
Sheet Music Statistical Layout Analysis Inproceedings
In: In proceedings of the 15th International Conference on Frontiers in Handwriting Recognition (ICFHR 2016), pp. 313–318, 2016.
ICFHR2016 Handwritten Keyword Spotting Competition (H-KWS 2016) Inproceedings
In: In proceedings of the 15th International Conference on Frontiers in Handwriting Recognition (ICFHR 2016), pp. 613–618, 2016.
Two Methods to Improve Confidence Scores for Lexicon-Free Word Spotting in Handwritten Text Inproceedings
In: In proceedings of the 15th International Conference on Frontiers in Handwriting Recognition (ICFHR 2016), pp. 349–354, 2016.
Exploiting Existing Modern Transcripts for Historical Handwritten Text Recognition Inproceedings
In: In proceedings of the 15th International Conference on Frontiers in Handwriting Recognition (ICFHR 2016), pp. 66–71, 2016.
ICFHR2016 Competition on Handwritten Text Recognition on the READ Dataset Inproceedings
In: In proceedings of the 15th International Conference on Frontiers in Handwriting Recognition (ICFHR 2016), pp. 630–635, 2016.
Handwriting Transcription and Keyword Spotting in Historical Daily Records Documents Inproceedings
In: In proceedings of the 12th IAPR International Workshop on Document Analysis Systems (DAS 2016), pp. 275–280, 2016.
HMM word graph based keyword spotting in handwritten document images Journal Article
In: Information Sciences, vol. 370, pp. 497–518, 2016.
General Overview of ImageCLEF at the CLEF 2016 Labs Journal Article
In: Lecture Notes in Computer Science, vol. 9822, no. 0, pp. 267–285, 2016.
Overview of the ImageCLEF 2016 Handwritten Scanned Document Retrieval Task Journal Article
In: CEUR Workshop Proceedings, vol. 1609, no. 0, pp. 233–253, 2016.
Querying out-of-vocabulary words in lexicon-based keyword spotting Journal Article
In: Neural Computing and Applications, no. 0, pp. 1–10, 2016.
2015
ICDAR 2015 competition HTRtS: handwritten text recognition on the tranScriptorium dataset Inproceedings
In: In proceedings of the 13th International Conference on Document Analysis and Recognition (ICDAR 2015), pp. 1166–1170, 2015.
Contex-aware Gestures for Mixed-Initiative Text Editings UIs Journal Article
In: Interacting with Computers, vol. 27, no. 6, pp. 675–696, 2015.
Context-Aware Lattice based Filler approach for Key Word Spotting in Handwritten Documents Inproceedings
In: In proceedings of the 13th International Conference on Document Analysis and Recognition (ICDAR 2015), pp. 736–740, 2015.
ICDAR2015 Competition on Keyword Spotting for Handwritten Documents Inproceedings
In: In proceedings of the 13th International Conference on Document Analysis and Recognition (ICDAR 2015), pp. 1176–1180, 2015.