Semantic-Aware Region Loss for Land-Cover Classification

Integrating superpixel segmentation into convolutional neural networks is known to be effective in enhancing the accuracy of land-cover classification. However, most of existing methods accomplish such integration by focusing on the development of new network architectures, which suffer from several...

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Bibliographic Details
Main Authors: Xianwei Zheng, Qiyuan Ma, Linxi Huan, Xiao Xie, Hanjiang Xiong, Jianya Gong
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10097646/