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DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing

In this article, we propose to build up a collaboration between a deep neural network and a human in the loop to swiftly obtain accurate segmentation maps of remote sensing images. In a nutshell, the agent iteratively interacts with the network to correct its initially flawed predictions. Concretely...

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Detalhes bibliográficos
Main Authors: Gaston Lenczner, Adrien Chan-Hon-Tong, Bertrand Le Saux, Nicola Luminari, Guy Le Besnerais
Formato: Artigo
Idioma:Inglês
Publicado em: IEEE 2022-01-01
Colecção:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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Acesso em linha:https://ieeexplore.ieee.org/document/9756343/
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