Automatic, small-scale sea-floor characterization from high-resolution sonar data

Lopera Tellez, Olga (Leitende(r) Forscher/-in)
Neyt, Xavier (Leitende(r) Forscher/-in)
Arhant, Yoann (Forschende)

Remote Sensing

Projekt: Forschung › Research

Goal of the project

Automatic, small-scale sea-floor characterization from high-resolution sonar data

Akronym	DAP/21-11
Status	Laufend
Tatsächlicher Beginn/ -es Ende	1/09/21 → 31/08/25

Projektbeteiligte

Royal Military Academy (Leitung)
CMRE-STO

RHID domain

DAP

2 Konferenzbeitrag

A new Deep Learning Neural Network Architecture for Seafloor Characterisation
Arhant, Y., Neyt, X. & Pizurica, A., 2 Okt. 2023, Proceedings of the NATO Military Sensing Symposium 2023. NATO Science and Technology Organization, 4 S. 92
Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag

Open Access
Datei

13 Downloads (Pure)
D4SC: Deep Supervised Semantic Segmentation for Seabed Characterisation in Low-Label Regime
Arhant, Y., Tellez, O. L., Neyt, X. & Pizurica, A., 2023, IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., S. 6932-6935 4 S. (International Geoscience and Remote Sensing Symposium (IGARSS); Band 2023-July).
Publikation: Beitrag in Buch/Bericht/Konferenzband › Konferenzbeitrag › Begutachtung

Open Access
Datei
3 Downloads (Pure)

3 Vortrag
3 Scientific poster presentation
1 Participation to a Seminar
1 Talk at a scientific Seminar

Are Deep Neural Networks Trustworthy ?
Arhant, Y. (Redner), Lopera Tellez, O. (Co-author), Neyt, X. (Co-author) & Pizurica, A. (Co-author)
28 Mai 2024
Aktivität: Gespräch oder Vortrag › Vortrag
A new Deep Learning Neural Network Architecture for Seafloor Characterisation
Arhant, Y. (Redner), Neyt, X. (Co-author) & Pizurica, A. (Co-author)
21 Apr. 2023
Aktivität: Gespräch oder Vortrag › Vortrag
D4SC : Deep supervised semantic segmentation for seabed characterisation in low label regime
Arhant, Y. (Poster presenter), Neyt, X. (Co-author), Lopera Tellez, O. (Co-author) & Pizurica, A. (Co-author)
19 Juli 2023
Aktivität: Gespräch oder Vortrag › Scientific poster presentation