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Remote sensing imagery

Empowering rural governance with digital technology: Deep learning models for automated detection of rural buildings using remote sensing images

Jingling Zhong, Youcai Xie, Lixia Li, Chuanlin Shi

published 12 Jun 2026

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HPA-UNet-LSNet: An LSNet-based U-Net with hybrid pooling attention for accurate segmentation of Haloxylon ammodendron crowns from UAV RGB imagery

Dongze Li, Xuefeng Yang, Yingnan Li, Ting Liang

published 12 Jun 2026

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RPINet: Dual-branch attention-guided fusion of remote sensing images and point clouds for urban scene segmentation

Zhe Jing, Zhengguo Yan

published 22 May 2026

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TransitNet: A lightweight semantic segmentation network for urban traffic scene understanding

Haiyan Zhang, Zining Zhao, Xiang Chu, Yilin Liu

published 22 May 2026

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Deep learning–based region merging with adaptive threshold optimization for building segmentation in remote sensing images

Asim Shoaib, Muhammad Waqas Nadeem, Nohaidda Sariff, Syeda Tehreem Haider, Fasee Ullah, Ateeq Ur Rehman, Sadiq Muhammad, Rab Nawaz, Muhammad Adnan Khan

published 15 May 2026

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Unsupervised seamless UAV image stitching via dense prediction

Jun Chen, Honghua Tang, Dongmei Yan, Shuo Chen, Jie Wang, Jianhui Li

published 14 May 2026

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SCSCTS: An improved SCS+C topographic correction model with shadow compensation for mountainous regions

Xuanying Shen, Yutao He, Linlin Chen, Suihua Liu, Zhongyan Wu, Shanhai Song, Lingling Deng, Xiaoyi Du

published 30 Apr 2026

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A multi-modal deep learning framework with GAN-based fusion for enhanced landslide detection

R. Srivats, Deepika Roselind Johnson, G. Logeswari, R. Saimirra, Muskaan Siddiqui, Abhiram Sharma

published 30 Apr 2026

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CORE-Net: A cross-modal orthogonal representation enhancement network for low-altitude multispectral object detection

Daoze Tang, Shuyun Tang, Dequan Zheng

published 21 Apr 2026

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RTAS-Net: A ResNet-transformer-ASPP semantic segmentation network for remote sensing images

Ziheng Wang, Yang Li, Kejia Ma

published 02 Apr 2026

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BGSC-Net: Boundary-guided semantic compensation network for remote sensing image segmentation

Xin Wang, Zhe Lu, Qun Yang, Jia Lu, Hao Yang, Qin Qin, Guan Lian, Jiawei Wang

published 31 Mar 2026

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Fine-grained identification of tea plantation parcels in UAV remote sensing images based on DVIT-UNet

Yujie Liu, Pengnan Xiao, Yong Zhou, Dali Li, Bochuan Gao

published 31 Mar 2026

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DRFC: An efficient cloud-based feature reduction and clustering algorithm for agricultural product and remote-sensing imagery

Xiao Fu, Yuanyuan Xu

published 25 Mar 2026

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