Xavier Neyt

Publications

• Addressing Seabed Characterization as Fuzzy Deep Learning Segmentation to Mitigate Ambiguous Synthetic Aperture Sonar Data
• D4SC: Deep Supervised Semantic Segmentation for Seabed Characterization and Uncertainty Estimation for Large Scale Mapping
• Recovering from Catastrophic Receptive Field Overflow in Semantic Segmentation of High Resolution Images: Application to Seabed Characterization
• A new deep learning neural network architecture for seafloor characterisation
• D4SC : Deep supervised semantic segmentation for seabed characterisation in low label regime