D4SC: DEEP SUPERVISED SEMANTIC SEGMENTATION FOR SEABED CHARACTERIZATION AND UNCERTAINTY ESTIMATION FOR LARGE SCALE MAPPING

D4SC: Deep Supervised Semantic Segmentation for Seabed Characterization and Uncertainty Estimation for Large Scale Mapping

Seabed characterization consists in the study of the physical and biological properties of the of ocean floors.Sonar is commonly employed to capture the acoustic backscatter reflected from the seabed.It has been extensively used for automatic target recognition (ATR) within mine countermeasures (MCM) operations in shallow waters.However, convention

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Aligning vertical interventions to health systems: a case study of the HIV monitoring and evaluation system in South Africa

Abstract Background Like many low- and middle-income countries, South Africa established a dedicated HIV monitoring and evaluation (M&E) system to track the national response to HIV/AIDS.Its implementation in the public health sector has however not been assessed.Since responsibility for health services management lies at the district (sub-national

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