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Canadian Journal of Remote Sensing
Journal canadien de télédétection
Volume 44, 2018 - Issue 5
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Review Article

A Survey of GPU Implementations for Hyperspectral Image Classification in Remote Sensing

Ayomide YusufElectrical and Computer Engineering, Oakland University, Rochester, MI, USA
&
Shadi AlawnehElectrical and Computer Engineering, Oakland University, Rochester, MI, USACorrespondence[email protected]
Pages 532-550 | Received 22 Jun 2018, Accepted 13 Dec 2018, Published online: 15 Feb 2019

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Yu Bai, Yu Zhao, Yajing Shao, Xinrong Zhang & Xuefeng Yuan. (2022) Deep learning in different remote sensing image categories and applications: status and prospects. International Journal of Remote Sensing 43:5, pages 1800-1847.
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Anam Zahra, Rizwan Qureshi, Muhammad Sajjad, Ferhat Sadak, Mehmood Nawaz, Haris Ahmad Khan & Muhammad Uzair. (2024) Current advances in imaging spectroscopy and its state-of-the-art applications. Expert Systems with Applications 238, pages 122172.
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Gabriele Cavallaro, Dora B. Heras, Zebin Wu, Manil Maskey, Sebastian Lopez, Piotr Gawron, Mihai Coca & Mihai Datcu. (2022) High-Performance and Disruptive Computing in Remote Sensing: HDCRS—A new Working Group of the GRSS Earth Science Informatics Technical Committee [Technical Committees]. IEEE Geoscience and Remote Sensing Magazine 10:2, pages 329-345.
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Xianyu Zuo, Zhe Zhang, Baojun Qiao, Junfeng Tian, Liming Zhou & Yunzhou Zhang. (2021) A dynamic acceleration method for remote sensing image processing based on CUDA. Wireless Networks.
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Anuvi Rawat, Anil Kumar, Priyadarshi Upadhyay & Shashi Kumar. (2021) Deep learning-based models for temporal satellite data processing: Classification of paddy transplanted fields. Ecological Informatics 61, pages 101214.
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Xingyao Zhang, Xin Fu, Donglin Zhuang, Chenhao Xie & Shuaiwen Song. (2021) Enabling Highly Efficient Capsule Networks Processing Through Software-Hardware Co-Design. IEEE Transactions on Computers, pages 1-1.
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Alim Samat, Erzhu Li, Peijun Du, Sicong Liu & Junshi Xia. (2021) GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14, pages 3200-3214.
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Xianyu Zuo, Zhe Zhang, Baojun Qiao, Junfeng Tian, Liming Zhou & Yunzhou Zhang. 2021. Simulation Tools and Techniques. Simulation Tools and Techniques 409 426 .
Kamirul, Wahyudi Hasbi & A. Hadi Syafrudin. (2020) Development of GPU-Accelerated Pre-processing Chain for LAPAN-A2 Multispectral Imagery. Development of GPU-Accelerated Pre-processing Chain for LAPAN-A2 Multispectral Imagery.
Xingyao Zhang, Shuaiwen Leon Song, Chenhao Xie, Jing Wang, Weigong Zhang & Xin Fu. (2020) Enabling Highly Efficient Capsule Networks Processing Through A PIM-Based Architecture Design. Enabling Highly Efficient Capsule Networks Processing Through A PIM-Based Architecture Design.
Bingyu Zhao, Meiling Liu, Jianjun Wu, Xiangnan Liu, Mengxue Liu & Ling Wu. (2020) Parallel Computing for Obtaining Regional Scale Rice Growth Conditions Based on WOFOST and Satellite Images. IEEE Access 8, pages 223675-223685.
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