Canadian Journal of Remote Sensing, Volume 48, Issue 5 (2022)

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Canadian Journal of Remote Sensing, Volume 48, Issue 5 (2022)

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Advances in Hyperspectral Remote Sensing

Editorial

Editorial
Advances in Hyperspectral Remote Sensing for Earth Monitoring and Mapping
Gautam Srivastava & K. Shankar
Pages: 575-578
Published online: 30 Oct 2022
First Page PreviewforAdvances in Hyperspectral Remote Sensing for Earth Monitoring and Mapping | Full Text | PDF (348 KB) | EPUB
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Research Articles

Article
Combined Spatial-Spectral Schroedinger Eigenmaps with Multiple Kernel Learning for Hyperspectral Image Classification Using a Low Number of Training Samples
Shirin Hassanzadeh, Habibollah Danyali & Mohammad Sadegh Helfroush
Pages: 579-591
Published online: 31 Jan 2022
AbstractforCombined Spatial-Spectral Schroedinger Eigenmaps with Multiple Kernel Learning for Hyperspectral Image Classification Using a Low Number of Training Samples | Full Text | References | PDF (2.9 MB) | EPUB
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Article
Quantitative Inversion Modeling Method for Grading Deerni Copper Deposits Based on Visible and Near-Infrared Hyperspectral Data
Jingli Wang, Jingxiang Gao, Jiaqi Huang, Qinghui Qi, Xinqi Mao, Wang Cao, Ruibo Ding & Yachun Mao
Pages: 592-608
Published online: 21 Apr 2022
AbstractforQuantitative Inversion Modeling Method for Grading Deerni Copper Deposits Based on Visible and Near-Infrared Hyperspectral Data | Full Text | References | PDF (2.6 MB) | EPUB
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Article
An Improved Bald Eagle Search Algorithm with Deep Learning Model for Forest Fire Detection Using Hyperspectral Remote Sensing Images
Abeer D. Algarni, Nazik Alturki, Naglaa F. Soliman, Sayed Abdel-Khalek & Abd Allah A. Mousa
Pages: 609-620
Published online: 16 Jun 2022
AbstractforAn Improved Bald Eagle Search Algorithm with Deep Learning Model for Forest Fire Detection Using Hyperspectral Remote Sensing Images | Full Text | References | PDF (2.2 MB) | EPUB
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Article
Intelligent Sine Cosine Optimization with Deep Transfer Learning Based Crops Type Classification Using Hyperspectral Images
José Escorcia-Gutierrez, Margarita Gamarra, Melitsa Torres-Torres, Natasha Madera, Juan C. Calabria-Sarmiento & Romany F. Mansour
Pages: 621-632
Published online: 22 Jun 2022
AbstractforIntelligent Sine Cosine Optimization with Deep Transfer Learning Based Crops Type Classification Using Hyperspectral Images | Full Text | References | PDF (2.2 MB) | EPUB
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Article
Estimating Biophysical Parameters of Native Grasslands Using Spectral Data Derived from Close Range Hyperspectral and Satellite Data
Thiago Frank, Anne Smith, Bill Houston, Xiaohui Yang & Xulin Guo
Pages: 633-648
Published online: 29 Jun 2022
AbstractforEstimating Biophysical Parameters of Native Grasslands Using Spectral Data Derived from Close Range Hyperspectral and Satellite Data | Full Text | References | PDF (3.6 MB) | EPUB
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Article
Intelligent Rider Optimization Algorithm with Deep Learning Enabled Hyperspectral Remote Sensing Imaging Classification
Ashit Kumar Dutta, Majed Alsanea, Basit Qureshi, Faisal Yousef Alghayadh & Abdul Rahaman Wahab Sait
Pages: 649-662
Published online: 27 Jun 2022
AbstractforIntelligent Rider Optimization Algorithm with Deep Learning Enabled Hyperspectral Remote Sensing Imaging Classification | Full Text | References | PDF (2.7 MB) | EPUB
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Article
Hyperspectral Image Classification Based on Novel Hybridization of Spatial-Spectral-Superpixelwise Principal Component Analysis and Dense 2D-3D Convolutional Neural Network Fusion Architecture
Debaleena Datta, Pradeep Kumar Mallick, Deepak Gupta & Gyoo-Soo Chae
Pages: 663-680
Published online: 19 Sep 2022
AbstractforHyperspectral Image Classification Based on Novel Hybridization of Spatial-Spectral-Superpixelwise Principal Component Analysis and Dense 2D-3D Convolutional Neural Network Fusion Architecture | Full Text | References | PDF (3.1 MB) | EPUB
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Article
Optimal and Fully Connected Deep Neural Networks Based Classification Model for Unmanned Aerial Vehicle Using Hyperspectral Remote Sensing Images
Manar Ahmed Hamza, Jaber S. Alzahrani, Amal Al-Rasheed, Reem Alshahrani, Mohammad Alamgeer, Abdelwahed Motwakel, Ishfaq Yaseen & Mohamed I. Eldesouki
Pages: 681-693
Published online: 21 Sep 2022
AbstractforOptimal and Fully Connected Deep Neural Networks Based Classification Model for Unmanned Aerial Vehicle Using Hyperspectral Remote Sensing Images | Full Text | References | PDF (2.3 MB) | EPUB
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Research Note

Note
Hyperspectral Imagery Denoising Using Minimum Noise Fraction and Video Non-Local Bayes Algorithms
Guang Yi Chen, Adam Krzyzak & Shen-En Qian
Pages: 694-701
Published online: 06 Sep 2022
AbstractforHyperspectral Imagery Denoising Using Minimum Noise Fraction and Video Non-Local Bayes Algorithms | Full Text | References | PDF (1.5 MB) | EPUB
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