Deep Siamese Network with Handcrafted Feature Extraction for Hyperspectral Image Classification
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computer Networks and Communications,Hardware and Architecture,Media Technology,Software
Link
https://link.springer.com/content/pdf/10.1007/s11042-023-15444-4.pdf
Reference58 articles.
1. Bandos TV, Bruzzone L, Camps-Valls G (2009) Classification of hyperspectral images with regularized linear discriminant analysis. IEEE Trans Geosci Remote Sens 47(3):862–873. https://doi.org/10.1109/TGRS.2008.2005729
2. Cai W, Wei Z (2022) Remote sensing image classification based on a cross-attention mechanism and graph convolution. IEEE Geosci Remote Sens Lett 19:1–5. https://doi.org/10.1109/LGRS.2020.3026587
3. Chapel L, Burger T, Courty N, Lefevre S (2012) Classwise hyperspectral image classification with PerTurbo method, in 2012 IEEE International Geoscience and Remote Sensing Symposium, Munich, Germany, 6883–6886. https://doi.org/10.1109/IGARSS.2012.6352581.
4. Chen Y, Jiang H, Li C, Jia X, Ghamisi P (2016) Deep feature extraction and classification of hyperspectral images based on convolutional neural networks. IEEE Trans Geosci Remote Sens 54(10):6232–6251. https://doi.org/10.1109/TGRS.2016.2584107
5. Chopra S, Hadsell R, LeCun R (2005) Learning a similarity metric discriminatively, with application to face verification in 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’05), San Diego, CA, USA, 1:539–546. https://doi.org/10.1109/CVPR.2005.202
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