Papers by Harold Mouchère
Transfer Learning for a Letter-Ngrams to Word Decoder in the Context of Historical Handwriting Recognition with Scarce Resources (C18-1)
Copied to clipboard
| Challenge: | Lack of data can be an issue when beginning a new study on historical handwritten documents. |
| Approach: | They propose a character-based decoder for historical handwriting recognition on Italian Comedy Registers . they use untapped data from domains, periods, languages to obtain efficient system . |
| Outcome: | The character-based decoder can be used to learn historical handwriting on Italian Comedy registers . the results show that the system can be obtained by carefully selecting the datasets used . |
Crowdsourcing-based Annotation of the Accounting Registers of the Italian Comedy (L18-1)
Copied to clipboard
Adeline Granet, Benjamin Hervy, Geoffrey Roman-Jimenez, Marouane Hachicha, Emmanuel Morin, Harold Mouchère, Solen Quiniou, Guillaume Raschia, Françoise Rubellin, Christian Viard-Gaudin
| Challenge: | CIRESFI project aims to reassess a theatrical heritage that has often been considered inferior to that of the two major, royally-privileged theaters. |
| Approach: | They propose a double annotation system for new handwritten historical documents . crowdsourcing platform is set up to perform labeling and transcription of the documents based on budget data . |
| Outcome: | The proposed system is based on a database of 25,250 pages of registers of the Italian Comedy of the 18th century. |