International Journal of Remote Sensing, Volume 44, Issue 23 (2023)

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International Journal of Remote Sensing, Volume 44, Issue 23 (2023)

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Drones Paper

Article
Semi-supervised cooperative regression model for small sample estimation of citrus leaf nitrogen content with UAV images
Yong Li, Tong Wu, Ying Ge, Shunzhong Xi, Tingxuan Zhang & Wusiqin Zhang
Pages: 7237-7262
Published online: 31 Jul 2023
AbstractforSemi-supervised cooperative regression model for small sample estimation of citrus leaf nitrogen content with UAV images | Full Text | References | PDF (13.8 MB) | EPUB
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Article
Automatic analysis of UAS-based thermal images to detect leakages in district heating systems
Elena Vollmer, Rebekka Volk & Frank Schultmann
Pages: 7263-7293
Published online: 29 Nov 2023
AbstractforAutomatic analysis of UAS-based thermal images to detect leakages in district heating systems | Full Text | References | PDF (6.7 MB) | EPUB
  • 208 Views
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Article
InsPLAD: A Dataset and Benchmark for Power Line Asset Inspection in UAV Images
André Luiz Buarque Vieira e Silva, Heitor de Castro Felix, Franscisco Paulo Magalhães Simões, Veronica Teichrieb, Michel dos Santos, Hemir Santiago, Virginia Sgotti & Henrique Lott Neto
Pages: 7294-7320
Published online: 29 Nov 2023
AbstractforInsPLAD: A Dataset and Benchmark for Power Line Asset Inspection in UAV Images | Full Text | References | PDF (9.7 MB) | EPUB
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Drones paper

Article
CLANET: a cross-linear attention network for semantic segmentation of urban scenes remote sensing images
Chao Chen, Yurong Qian, Hui Liu & Guangqi Yang
Pages: 7321-7337
Published online: 29 Nov 2023
AbstractforCLANET: a cross-linear attention network for semantic segmentation of urban scenes remote sensing images | Full Text | References | PDF (4.4 MB) | EPUB
  • 126 Views
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Research Article

Article
Evaluating the potential of multi-temporal Sentinel-1 and Sentinel-2 data for regional mapping of olive trees
Haydar Akcay, Samet Aksoy, Sinasi Kaya, Elif Sertel & Jadu Dash
Pages: 7338-7364
Published online: 30 Nov 2023
AbstractforEvaluating the potential of multi-temporal Sentinel-1 and Sentinel-2 data for regional mapping of olive trees | Full Text | References | PDF (4.4 MB) | EPUB
  • 225 Views
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Article
SAAC-Net: deep neural network-based model for atmospheric correction in remote sensing
Maitrik Shah, Mehul S Raval, Srikrishnan Divakaran, Debajyoti Dhar & Hasit Parmar
Pages: 7365-7389
Published online: 30 Nov 2023
AbstractforSAAC-Net: deep neural network-based model for atmospheric correction in remote sensing | Full Text | References | PDF (7.8 MB) | EPUB
  • 142 Views
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Article
CT-Fire: a CNN-Transformer for wildfire classification on ground and aerial images
Rafik Ghali & Moulay A. Akhloufi
Pages: 7390-7415
Published online: 01 Dec 2023
AbstractforCT-Fire: a CNN-Transformer for wildfire classification on ground and aerial images | Full Text | References | PDF (14.8 MB) | EPUB
  • 140 Views
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Article
BCD-Net: building change detection based on fully scale connected U-Net and subpixel convolution
Ayesha Shafique, Seyd Teymoor Seydi & Guo Cao
Pages: 7416-7438
Published online: 05 Dec 2023
AbstractforBCD-Net: building change detection based on fully scale connected U-Net and subpixel convolution | Full Text | References | PDF (19.4 MB) | EPUB
  • 109 Views
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Article
SwinHCST: a deep learning network architecture for scene classification of remote sensing images based on improved CNN and Transformer
Jiayin Song, Yiming Fan, Wenlong Song, Hongwei Zhou, Liusong Yang, Qiqi Huang, Zhuoyuan Jiang, Chuangqi Wang & Ting Liao
Pages: 7439-7463
Published online: 05 Dec 2023
AbstractforSwinHCST: a deep learning network architecture for scene classification of remote sensing images based on improved CNN and Transformer | Full Text | References | PDF (5 MB) | EPUB
  • 156 Views
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Article
Building damage assessment using improved combined adjustment and automatic building corners extraction method
Zhonghua Hong, Hongyang Zhang, Jinmeng Gao, Xiaohua Tong, Ruyan Zhou, Haiyan Pan, Yun Zhang, Yanling Han, Jing Wang & Shuhu Yang
Pages: 7464-7491
Published online: 05 Dec 2023
AbstractforBuilding damage assessment using improved combined adjustment and automatic building corners extraction method | Full Text | References | PDF (10.5 MB) | EPUB
  • 83 Views
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Article
When complementarity meets consistency: weighted collaboration fusion constrained by consistency between views for multi-view remote sensing scene classification
Kun Zhao, Senlin Li, Lijian Zhou, Jie Sun & Siyuan Hao
Pages: 7492-7514
Published online: 06 Dec 2023
AbstractforWhen complementarity meets consistency: weighted collaboration fusion constrained by consistency between views for multi-view remote sensing scene classification | Full Text | References | PDF (6.9 MB) | EPUB
  • 77 Views
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Article
CSRL-Net: contextual self-rasterization learning network with joint weight loss for remote sensing image semantic segmentation
Jinsong Li, Shujun Zhang, Qi Han & Yuanyuan Sun
Pages: 7515-7542
Published online: 11 Dec 2023
AbstractforCSRL-Net: contextual self-rasterization learning network with joint weight loss for remote sensing image semantic segmentation | Full Text | References | PDF (14.4 MB) | EPUB
  • 91 Views
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Article
Exploring NDVI change patterns across the Tibetan Plateau at the hillslope scale using geomorphons
Shobha K. Yadav & Aaron E. Maxwell
Pages: 7543-7569
Published online: 06 Dec 2023
AbstractforExploring NDVI change patterns across the Tibetan Plateau at the hillslope scale using geomorphons | Full Text | References | PDF (9.5 MB) | EPUB
  • 106 Views
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Research article

Article
Multi-scale multi-temporal landscape pattern analysis using high spatial urban scene classification
Mengzi Xu, Yanfei Zhong, Yu Su & Yinhe Liu
Pages: 7570-7597
Published online: 07 Dec 2023
AbstractforMulti-scale multi-temporal landscape pattern analysis using high spatial urban scene classification | Full Text | References | PDF (12.4 MB) | EPUB
  • 118 Views
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Article
Csswin-unet: a Swin-unet network for semantic segmentation of remote sensing images by aggregating contextual information and extracting spatial information
Dong Xiao, Zhihao Kang, Yanhua Fu, Zhenni Li & Mengying Ran
Pages: 7598-7625
Published online: 07 Dec 2023
AbstractforCsswin-unet: a Swin-unet network for semantic segmentation of remote sensing images by aggregating contextual information and extracting spatial information | Full Text | References | PDF (9.1 MB) | EPUB
  • 148 Views
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