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Academic Journal

Generating Virtual Training Labels for Crop Classification from Fused Sentinel-1 and Sentinel-2 Time Series

Subjects: 3D-CNN; Crop classification; Fusion

  • Source: Journal of Photogrammetry, Remote Sensing and Geoinformation Science (PFG) 91 (2023) ; Journal of Photogrammetry, Remote Sensing and Geoinformation Science (PFG)

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Book

Investigating 2d and 3d convolutions for multitemporal land cover classification using remote sensing images

Subjects: 3D-CNN; FCN; land cover classification

  • Source: XXIV ISPRS Congress “Imaging today, foreseeing tomorrow”, Commission III ; ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences ; V-3-2022

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Book

Addressing Class Imbalance in Multi-Class Image Classification by Means of Auxiliary Feature Space Restrictions

Subjects: auxiliary clustering loss; class imbalances; convolutional neural networks

  • Source: XXIV ISPRS Congress “Imaging today, foreseeing tomorrow”, Commission II ; International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Archives) ;

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Book

CNN-based multi-scale hierarchical land use classification for the verification of geospatial databases

Subjects: Classification; CNN; Hierarchy

  • Source: XXIV ISPRS Congress "Imaging today, foreseeing tomorrow", Commission II ; The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences ; XLIII-B2-2021

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Book

A Concept for Camera-based Classification of Load Carriers

Subjects: Circular Economy; Reverse Logistics; Classification

  • Source: https://doi.org/10.15488/11229 ; Proceedings of the Conference on Production Systems and Logistics : CPSL 2021.

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