Research Explorer

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Researcher

Yoann Yves Jean Arhant

Publications & Research Data

Awards & Distinctions

6 Results

2025

Addressing seabed characterization as fuzzy deep learning segmentation to mitigate ambiguous synthetic aperture sonar data

Yoann ArhantOlga Lopera TellezXavier NeytAleksandra Pizurica

2024

A deep active learning framework for crack detection in digital images of paintings

Nicolas NadisicYoann ArhantNiels VynckeSebastiaan VerplanckeSrdan LazendicAleksandra Pizurica

D4SC : Deep Supervised Semantic Segmentation for Seabed Characterization and uncertainty estimation for large scale mapping

Yoann ArhantOlga Lopera TellezXavier NeytAleksandra Pizurica

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Recovering from catastrophic receptive field overflow in semantic segmentation of high resolution images : application to seabed characterization

Yoann ArhantOlga Lopera TellezXavier NeytAleksandra Pizurica

2023

A new deep learning neural network architecture for seafloor characterisation

Yoann ArhantXavier NeytAleksandra Pizurica

D4SC : deep supervised semantic segmentation for seabed characterisation in low label regime

Yoann ArhantOlga Lopera TellezXavier NeytAleksandra Pizurica