Exploiting Spatial-Spectral Feature for Hyperspectral Image Classification Based on 3-D CNN and Bi-LSTM

Author:

Yin Junru,Qi Changsheng,Huang Wei,Chen Qiqiang

Publisher

Springer International Publishing

Reference17 articles.

1. Chang, C.I.: Hyperspectral Imaging: techniques for spectral detection and classification. In the Library of Congress, vol. 1. Springer Science & Business Media, pp.1–63 (2003)

2. Hosseini, A., Ghassemian, H.: Classification of hyperspectral and multi-spectral images by using fractal dimension of spectral response curve, In 20th Iranian Conference on Electrical Engineering, pp. 1452–1457 (2012)

3. Roy, S.K., Manna, S., Dubey, S.R., Chaudhuri, B.: LiSHT: non-parametric linearly scaled hyperbolic tangent activation function for neural networks (2019), arXiv:1901.05894. https://arxiv.org/abs/1901.05894

4. Ren, S., He, K., Girshick, R., Sun, J.: Faster R-CNN: towards real-time object detection with region proposal networks. Institute of Electrical and Electronics Engineers transactions on pattern analysis and machine intelligence, pp. 91–99 (2016)

5. Moiane, A., Machado, A.M.L.: Class-based affinity propagation for hyperspectral image dimensionality reduction and improvement of maximum likelihood classification accuracy. Boletim de Ciências Geodésicas, vol. 25, no. 1 (2019)

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