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    Remote Sensing Plateau Forest Segmentation with Boundary Preserving Double Loss Function Collaborative Learning

    Ying Ma1, Jiaqi Zhang2,3,4, Pengyu Liu1,2,3,4,*, Zhihao Wei5, Lingfei Zhang1, Xiaowei Jia6

    Journal of New Media, Vol.4, No.4, pp. 165-177, 2022, DOI:10.32604/jnm.2022.026684

    Abstract Plateau forest plays an important role in the high-altitude ecosystem, and contributes to the global carbon cycle. Plateau forest monitoring request in-suit data from field investigation. With recent development of the remote sensing technic, large-scale satellite data become available for surface monitoring. Due to the various information contained in the remote sensing data, obtain accurate plateau forest segmentation from the remote sensing imagery still remain challenges. Recent developed deep learning (DL) models such as deep convolutional neural network (CNN) has been widely used in image processing tasks, and shows possibility for remote sensing segmentation. However, due to the unique characteristics… More >

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