Sofia Ares Oliveira

Publications

320

Citations

H-Index

2018

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Sofia Ares Oliveira is an author at École Polytechnique Fédérale de Lausanne specializing in information retrieval, deep learning, and semantic segmentation.

ORCID

Top concepts

EngineeringData ScienceDeep LearningImage AnalysisMachine LearningPattern RecognitionInformation RetrievalSemantic SegmentationArtsHumanities

Publications per year

2018–2021

Publications

Transforming scholarship in the archives through handwritten text recognition

Guenter Muehlberger, Louise Seaward, Melissa Terras et al. · Journal of Documentation · 2019 · 102 citations · Full text

Document Processing, Archival Science, Humanities +11

dhSegment : A generic deep-learning approach for document segmentation

Sofia Ares Oliveira, Benoît Séguin, Frédé́ric Kaplan · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2018 · 98 citations · Full text

Automated Defect Detection and Localization in Photovoltaic Cells Using Semantic Segmentation of Electroluminescence Images

Joseph Fioresi, Dylan J. Colvin, Rafaela Frota et al. · IEEE Journal of Photovoltaics · 2021 · 82 citations · Full text

Convolutional Neural Network, Electroluminescence Images, Machine Learning +21

Combining Visual and Textual Features for Semantic Segmentation of Historical Newspapers

Raphaël Barman, Maud Ehrmann, Simon Clematide et al. · Zurich Open Repository and Archive (University of Zurich) · 2021 · 38 citations · Full text

Structured Prediction, Engineering, Machine Learning +24

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