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1
LexiComWeb: donnees et executables. Synthèse de la communication web par le lexique ...
, REYMOND; Lebourgeois; Campos. - : Zenodo, 2022
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LexiComWeb: donnees et executables. Synthèse de la communication web par le lexique ...
, REYMOND; Lebourgeois; Campos. - : Zenodo, 2022
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3
Multilingual Scene Character Recognition System using Sparse Auto-Encoder for Efficient Local Features Representation in Bag of Features ...
Abstract: The recognition of texts existing in camera-captured images has become an important issue for a great deal of research during the past few decades. This give birth to Scene Character Recognition (SCR) which is an important step in scene text recognition pipeline. In this paper, we extended the Bag of Features (BoF)-based model using deep learning for representing features for accurate SCR of different languages. In the features coding step, a deep Sparse Auto-encoder (SAE)-based strategy was applied to enhance the representative and discriminative abilities of image features. This deep learning architecture provides more efficient features representation and therefore a better recognition accuracy. Our system was evaluated extensively on all the scene character datasets of five different languages. The experimental results proved the efficiency of our system for a multilingual SCR. ... : This paper is under consideration at Pattern Recognition Letters ...
Keyword: Computer Vision and Pattern Recognition cs.CV; FOS Computer and information sciences; Machine Learning cs.LG
URL: https://arxiv.org/abs/1806.07374
https://dx.doi.org/10.48550/arxiv.1806.07374
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4
Development of nap neurophysiology: preliminary insights into sleep regulation in early childhood
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5
A new PDE-based approach for singularity-preserving regularization: application to degraded characters restoration
In: International journal on document analysis and recognition. - Berlin ; Heidelberg : Springer 15 (2012) 3, 183-212
OLC Linguistik
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6
Improvement of postal mail sorting system
In: International journal on document analysis and recognition. - Berlin ; Heidelberg : Springer 11 (2008) 2, 67-80
BLLDB
OLC Linguistik
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7
Cooperation between Patterns Recognition and Contextual Analysis: Application to the Reading of Printed Documents.
In: http://b2.cvl.iis.u-tokyo.ac.jp/mva/proceedings/CommemorativeDVD/1996/papers/1996377.pdf
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