International Journal of Remote Sensing, Volume 43, Issue 1 (2022)

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International Journal of Remote Sensing, Volume 43, Issue 1 (2022)

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Research Article

Article
Hyperspectral linear unmixing based on collaborative sparsity and multi-band non-local total variation
Guangyi Wang, Youmin Zhang, Wen-Fang Xie, Yaohong Qu & Licheng Feng
Pages: 1-26
Published online: 09 Dec 2021
AbstractforHyperspectral linear unmixing based on collaborative sparsity and multi-band non-local total variation | Full Text | References | PDF (10 MB) | EPUB
  • 476 Views
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Article
Machine learning modelling of crop structure within the Maize Triangle of South Africa
Laven Naidoo, Russell Main, Moses A. Cho, Sabelo Madonsela & Nobuhle Majozi
Pages: 27-51
Published online: 09 Jan 2022
AbstractforMachine learning modelling of crop structure within the Maize Triangle of South Africa | Full Text | References | PDF (1.7 MB) | EPUB
  • 564 Views
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Article
HR optical and SAR image registration using uniform optimized feature and extend phase congruency
Heng Yan, Shuwen Yang, Qing Xue & Naixin Zhang
Pages: 52-74
Published online: 19 Dec 2021
AbstractforHR optical and SAR image registration using uniform optimized feature and extend phase congruency | Full Text | References | PDF (13.2 MB) | EPUB
  • 433 Views
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Article
Gradient convolutional neural network for classification of agricultural fields with contour levee
Abolfazl Meyarian, Xiaohui Yuan, Lu Liang, Wencheng Wang & Lichuan Gu
Pages: 75-94
Published online: 16 Dec 2021
AbstractforGradient convolutional neural network for classification of agricultural fields with contour levee | Full Text | References | PDF (9.7 MB) | EPUB
  • 350 Views
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Article
Monitoring of a landmark bridge using SAR interferometry coupled with engineering data and forensics
Olga Markogiannaki, Hang Xu, Fulong Chen, Stergios Aristotele Mitoulis & Issaak Parcharidis
Pages: 95-119
Published online: 12 Dec 2021
AbstractforMonitoring of a landmark bridge using SAR interferometry coupled with engineering data and forensics | Full Text | References | PDF (10.6 MB) | EPUB
  • 559 Views
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Article
AdaRW training optimization algorithm for deep learning model of marine target detection based on SAR
Wanwu Li, Lin Liu & Jixian Zhang
Pages: 120-131
Published online: 06 Dec 2021
AbstractforAdaRW training optimization algorithm for deep learning model of marine target detection based on SAR | Full Text | References | PDF (3.4 MB) | EPUB
  • 184 Views
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Article
Removing Cloud Cover Interference from Sentinel-2 imagery in Google Earth Engine by fusing Sentinel-1 SAR data with a CNN model
Xiuhua Zhang, Zhaoxin Qiu, Cong Peng & Peng Ye
Pages: 132-147
Published online: 28 Dec 2021
AbstractforRemoving Cloud Cover Interference from Sentinel-2 imagery in Google Earth Engine by fusing Sentinel-1 SAR data with a CNN model | Full Text | References | PDF (7.5 MB) | EPUB
  • 934 Views
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Article
Bayesian maximum entropy interpolation of sea surface temperature data: A comparative assessment
Zekun Gao, Yutong Jiang, Junyu He, Jiaping Wu & George Christakos
Pages: 148-166
Published online: 28 Dec 2021
AbstractforBayesian maximum entropy interpolation of sea surface temperature data: A comparative assessment | Full Text | References | PDF (6.2 MB) | EPUB
  • 327 Views
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Article
Enhancement algorithm for separability of inland water body in synthetic aperture radar image via sparse representation and image fusion
Mingrui Chen, Xiaoqing Wang, Yin Yu & Xinzhe Yuan
Pages: 167-195
Published online: 27 Jan 2022
AbstractforEnhancement algorithm for separability of inland water body in synthetic aperture radar image via sparse representation and image fusion | Full Text | References | PDF (11.7 MB) | EPUB
  • 149 Views
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Article
A complementary and precise vehicle detection approach in RGB-T images via semi-supervised transfer learning and decision-level fusion
Xun Xun Zhang, Xiao Yu Lu & Lang Peng
Pages: 196-214
Published online: 12 Jan 2022
AbstractforA complementary and precise vehicle detection approach in RGB-T images via semi-supervised transfer learning and decision-level fusion | Full Text | References | PDF (9 MB) | EPUB
  • 324 Views
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Article
Evaluation of ACOLITE atmospheric correction methods for Landsat-8 and Sentinel-2 in the Río de la Plata turbid coastal waters
F. P. Maciel & F. Pedocchi
Pages: 215-240
Published online: 23 Dec 2021
AbstractforEvaluation of ACOLITE atmospheric correction methods for Landsat-8 and Sentinel-2 in the Río de la Plata turbid coastal waters | Full Text | References | PDF (9.6 MB) | EPUB
  • 816 Views
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Article
Structurally re-parameterized rotation detector for arbitrary-oriented objects in high-resolution remote sensing images
Jimiao Tian, Jing Zhang, Wensheng Li, Jiafeng Li & Li Zhuo
Pages: 241-269
Published online: 29 Dec 2021
AbstractforStructurally re-parameterized rotation detector for arbitrary-oriented objects in high-resolution remote sensing images | Full Text | References | PDF (8.4 MB) | EPUB
  • 287 Views
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Article
MS-CNN: multiscale recognition of building rooftops from high spatial resolution remote sensing imagery
Yuan Liu, Jianhua Liu, Xiaohe Ning & Junjiao Li
Pages: 270-298
Published online: 10 Jan 2022
AbstractforMS-CNN: multiscale recognition of building rooftops from high spatial resolution remote sensing imagery | Full Text | References | PDF (15.4 MB) | EPUB
  • 471 Views
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Article
Tree crown segmentation in three dimensions using density models derived from airborne laser scanning
Johan Holmgren, Eva Lindberg, Kenneth Olofsson & Henrik J. Persson
Pages: 299-329
Published online: 05 Jan 2022
AbstractforTree crown segmentation in three dimensions using density models derived from airborne laser scanning | Full Text | References | PDF (9.2 MB) | EPUB
  • 11060 Views
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Open Access
Article
MF-Dfnet: a deep learning method for pixel-wise classification of very high-resolution remote sensing images
Shichao Zhang, Changying Wang, Jinhua Li & Yi Sui
Pages: 330-348
Published online: 27 Jan 2022
AbstractforMF-Dfnet: a deep learning method for pixel-wise classification of very high-resolution remote sensing images | Full Text | References | PDF (15.2 MB) | EPUB
  • 396 Views
  • 2 CrossRef citations
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Article
Assessing spatial variability and estimating mean crown diameter in boreal forests using variograms and amplitude spectra of very-high-resolution remote sensing data
Eelis Halme, Olli Ihalainen, Ilkka Korpela & Matti Mõttus
Pages: 349-369
Published online: 23 Jan 2022
AbstractforAssessing spatial variability and estimating mean crown diameter in boreal forests using variograms and amplitude spectra of very-high-resolution remote sensing data | Full Text | References | PDF (4.5 MB) | EPUB
  • 10051 Views
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Open Access
Article
An Extracting DEM Method Based on The Sub-apertures Difference in CSAR Mode
Yishi Li, Leping Chen, Daoxiang An & Dong Feng
Pages: 370-391
Published online: 10 Jan 2022
AbstractforAn Extracting DEM Method Based on The Sub-apertures Difference in CSAR Mode | Full Text | References | PDF (14.8 MB) | EPUB
  • 180 Views
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