Accuracy and processing speed trade-offs in classical and quantum SVM classifier exploiting PRISMA hyperspectral imagery

Author:

Shaik Riyaaz Uddien1ORCID,Periasamy Shoba2ORCID

Affiliation:

1. Department of Astronautical, Electrical and Energy Engineering, University of Rome ‘La Sapienza’, Rome, Italy

2. Department of Civil Engineering, SRM Institute of Science and Technology, Chengalpattu, India

Publisher

Informa UK Limited

Subject

General Earth and Planetary Sciences

Cited by 8 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Binary Classification of Remotely Sensed Images Using SVD Based GLCM Features in Quantum Framework;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07

2. A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification;IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing;2024

3. Texture Based LULC Classification of Images Using QSVM;IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium;2023-07-16

4. Potential Assessment of PRISMA Hyperspectral Imagery for Remote Sensing Applications;Remote Sensing;2023-02-28

5. Quantum Based Pseudo-Labelling for Hyperspectral Imagery: A Simple and Efficient Semi-Supervised Learning Method for Machine Learning Classifiers;Remote Sensing;2022-11-16

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