A Disjoint Samples-Based 3D-CNN With Active Transfer Learning for Hyperspectral Image Classification

Author:

Ahmad Muhammad1ORCID,Ghous Usman1,Hong Danfeng2ORCID,Khan Adil Mehmood3,Yao Jing2ORCID,Wang Shaohua4,Chanussot Jocelyn5ORCID

Affiliation:

1. Department of Computer Science, National University of Computer and Emerging Sciences, Islamabad, Chiniot-Faisalabad Campus, Chiniot, Pakistan

2. Key Laboratory of Computational Optical Imaging Technology, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China

3. Institute of Data Science and Artificial Intelligence, Innopolis University, Innopolis, Russia

4. International Research Center of Big Data for Sustainable Development Goals, Beijing, China

5. GIPSA-Lab, Grenoble INP, CNRS, University of Grenoble Alpes, Grenoble, France

Funder

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Earth and Planetary Sciences,Electrical and Electronic Engineering

Cited by 17 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. Graph-infused hybrid vision transformer: Advancing GeoAI for enhanced land cover classification;International Journal of Applied Earth Observation and Geoinformation;2024-05

2. Integrating Entropy-Based Classification into Hyper Spectral Images for Improved Object Identification;2024 International Conference on Optimization Computing and Wireless Communication (ICOCWC);2024-01-29

3. U²ConvFormer: Marrying and Evolving Nested U-Net and Scale-Aware Transformer for Hyperspectral Image Classification;IEEE Transactions on Geoscience and Remote Sensing;2024

4. Instructional Mask Autoencoder: A Scalable Learner for Hyperspectral Image Classification;IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing;2024

5. Masked Self-Distillation Domain Adaptation for Hyperspectral Image Classification;IEEE Transactions on Geoscience and Remote Sensing;2024

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