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Remote sensing imagery

Land-use classification based on high-resolution remote sensing imagery and deep learning models

Mengmeng Hao, Xiaohan Dong, [ ... ], Jun Zhuo

The rectangular tile classification model based on Sentinel integrated images enhances grassland mapping accuracy: A case study in Ordos, China

Fuchen Guo, Liangxin Fan, [ ... ], Haipeng Niu

Attention 3D central difference convolutional dense network for hyperspectral image classification

Mahmood Ashraf, Raed Alharthi, [ ... ], Ala Abdulmajid Eshmawi

LAGSwin: Local attention guided Swin-transformer for thermal infrared sports object detection

Hengran Meng, Shuqi Si, [ ... ], Liping Wu

Deep learning workflow to support in-flight processing of digital aerial imagery for wildlife population surveys

Tsung-Wei Ke, Stella X. Yu, [ ... ], Timothy P. White

Advancing crop classification in smallholder agriculture: A multifaceted approach combining frequency-domain image co-registration, transformer-based parcel segmentation, and Bi-LSTM for crop classification

Waleed Khan, Nasru Minallah, [ ... ], Amine Bermak

Road extraction through Yangwang-1 nighttime light data: A case study in Wenzhou, China

Anfeng Zhu, Jun Hao, [ ... ], Luyao Wang

Landscape ecological risk assessment of an ecological area in the Kubuqi desert based on Landsat remote sensing data

Jie Zhang, Shulin Zheng, Yi Sun, Haijun Yue

Multi-channel feature fusion attention Dehazing network

Changjun Zou, Hangbin Xu, Lintao Ye

W-Net: Convolutional neural network for segmenting remote sensing images by dual path semantics

Guangjie Liu, Qi Wang, Jinlong Zhu, Haotong Hong

Analysis of the impact of expressway construction on soil moisture in road areas

Yongyi Li, Zhan Xiao, [ ... ], Xingli Jia

Estimation of soil salt content in the Bosten Lake watershed, Northwest China based on a support vector machine model and optimal spectral indices

Jiawen Hou, Yusufujiang Rusuli

Satellite cloud image segmentation based on lightweight convolutional neural network

Xi Li, Shilan Chen, [ ... ], Wenzhu Wu

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