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Dive into the research topics where Yoann Arhant is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
- 1 Active
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DAP/21-11: Automatic, small-scale sea-floor characterization from high-resolution sonar data
Lopera Tellez, O. (Promotor), Neyt, X. (Promotor) & Arhant, Y. (Researcher)
1/09/21 → 31/08/25
Project: Research
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D4SC: Deep Supervised Semantic Segmentation for Seabed Characterization and Uncertainty Estimation for Large Scale Mapping
Arhant, Y., Tellez, O. L., Neyt, X. & Pizurica, A., 2024, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 18038-18057 20 p.Research output: Contribution to journal › Article › peer-review
Open Access -
RECOVERING FROM CATASTROPHIC RECEPTIVE FIELD OVERFLOW IN SEMANTIC SEGMENTATION OF HIGH RESOLUTION IMAGES: APPLICATION TO SEABED CHARACTERIZATION
Arhant, Y., Tellez, O. L., Neyt, X. & Pižurica, A., 2024, p. 9561-9565. 5 p.Research output: UNPUBLISHED contribution to conference › Paper › peer-review
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Recovering from Catastrophic Receptive Field Overflow in Semantic Segmentation of High Resolution Images: Application to Seabed Characterization
Arhant, Y., Tellez, O. L., Neyt, X. & Pižurica, A., 5 Sept 2024, IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium. Institute of Electrical and Electronics Engineers Inc., p. 9561-9565 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A new Deep Learning Neural Network Architecture for Seafloor Characterisation
Arhant, Y., Neyt, X. & Pizurica, A., 2 Oct 2023, Proceedings of the NATO Military Sensing Symposium 2023. NATO Science and Technology Organization, 4 p. 92Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile15 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., p. 6932-6935 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2023-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile6 Downloads (Pure)
Activities
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A new Deep Learning Neural Network Architecture for Seafloor Characterisation
Arhant, Y. (Speaker), Neyt, X. (Co-author) & Pizurica, A. (Co-author)
21 Apr 2023Activity: Talk or presentation › Oral scientific presentation
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Interpretable AI to identify biases and build trust with end users - Application to Sonar Seabed Segmentation
Arhant, Y. (Speaker) & Neyt, X. (Co-author)
5 Nov 2024Activity: Talk or presentation › Talk at a scientific Seminar
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Towards more trustworthy deep neural networks
Arhant, Y. (Speaker)
23 May 2024Activity: Talk or presentation › Talk at a scientific Seminar
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Recovering from Catastrophic Receptive Field Overflow in Semantic Segmentation of High Resolution Images: Application to Seabed Characterization
Arhant, Y. (Poster presenter), Lopera Tellez, O. (Co-author), Neyt, X. (Co-author) & Pizurica, A. (Co-author)
9 Jul 2024Activity: Talk or presentation › Scientific poster presentation
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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)
13 Dec 2023Activity: Talk or presentation › Scientific poster presentation