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• W2985030436 abstract "This paper describes the winning contribution to the 2019 IEEE GRSS Data Fusion Contest Multi-view Semantic Stereo Challenge. In this challenge, a digital surface model (DSM) and a semantic segmentation should be derived from a large number of multi-spectral WorldView-3 images. Results from 50 stereo pairs matched using Semi-Global Matching (SGM) are fused into a DSM. Semantic segmentation is performed with an ensemble of FCN networks taking as input RGB, multi-spectral and height data. Their results are then merged with pixel-wise detectors for the classes water and high vegetation. Compared to the second and third placed teams (mIOU-3 scores of 0.73 and 0.7295), our contribution reached a significantly higher score of 0.745." @default.
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• W2985030436 date "2019-07-01" @default.
• W2985030436 modified "2023-10-18" @default.
• W2985030436 title "3D Semantic Segmentation from Multi-View Optical Satellite Images" @default.
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• W2985030436 doi "https://doi.org/10.1109/igarss.2019.8899795" @default.
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