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Have Convolutions Already Made Recurrence Obsolete for Unconstrained Handwritten Text Recognition?

Denis Coquenet , Yann Soullard , Clement Chatelain , Thierry Paquet
2019 International Conference on Document Analysis and Recognition Workshops (ICDARW), Sep 2019, Sydney, Australia. pp.65-70, ⟨10.1109/ICDARW.2019.40083⟩
Conference papers hal-02420313v1
Image document

Time Series Alignment with Global Invariances

Titouan Vayer , Romain Tavenard , Laetitia Chapel , Nicolas Courty , Rémi Flamary , et al.
Transactions on Machine Learning Research Journal, 2022
Journal articles hal-02473959v1

Multi-scale Gated Fully Convolutional DenseNets for semantic labeling of historical newspaper images

Yann Soullard , Pierrick Tranouez , Clement Chatelain , Stéphane Nicolas , Thierry Paquet
Pattern Recognition Letters, In press, ⟨10.1016/j.patrec.2020.01.026⟩
Journal articles hal-02476841v1

Handwritting Recognition using Multi-Hypothesis based Semi-Supervised Learning for adaptation to specific documents

Alexandre Chapin , Yann Soullard , Aurélie Lemaitre , Bertrand B. Coüasnon
Symposium International Francophone sur l’Ecrit et le Document (SIFED'2022), Oct 2022, Rennes, France
Conference papers hal-03847153v1
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CTCModel: a Keras Model for Connectionist Temporal Classification

Yann Soullard , Cyprien Ruffino , Thierry Paquet
[Research Report] université de Rouen Normandie. 2019
Reports hal-02420358v1