M
Muriel Visani
Researcher at University of La Rochelle
Publications - 62
Citations - 792
Muriel Visani is an academic researcher from University of La Rochelle. The author has contributed to research in topics: Facial recognition system & Cluster analysis. The author has an hindex of 17, co-authored 60 publications receiving 662 citations. Previous affiliations of Muriel Visani include Orange S.A..
Papers
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Book ChapterDOI
Deep CNN and Data Augmentation for Skin Lesion Classification
TL;DR: A classification model to improve performance of classification of skin lesion using Deep CNN and Data Augmentation and the use of image data augmentation for overcoming the problem of data limitation is demonstrated.
Proceedings ArticleDOI
Impact of OCR errors on the use of digital libraries: towards a better access to information
TL;DR: The impact of OCR errors on the use of a major online platform: The Gallica digital library from the National Library of France is estimated, underlining the critical extent to which OCR quality impacts on digital library access.
Journal ArticleDOI
DocCreator: A New Software for Creating Synthetic Ground-Truthed Document Images
TL;DR: DocCreator is a multi-platform and open-source software able to create many synthetic image documents with controlled ground truth, used in various experiments, showing the interest of using such synthetic images to enrich the training stage of DIAR tools.
Proceedings ArticleDOI
Text and non-text segmentation based on connected component features
TL;DR: This paper presents a learning-based approach for text and non-text separation in document images by extracting a powerful set of features based on size, shape, stroke width and position of each connected component.
Proceedings ArticleDOI
Simple Triplet Loss Based on Intra/Inter-Class Metric Learning for Face Verification
TL;DR: Experimental evaluations on the most widely used benchmarks LFW and YTF show that the model with the proposed class-wise simple triplet loss can reach the state-of-the-art performance.