Desertification Detection in Satellite Images Using Siamese Variational Autoencoder with Transfer Learning-Reference-Cited by-同舟云学术

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Desertification Detection in Satellite Images Using Siamese Variational Autoencoder with Transfer Learning

Published:2023 Issue: Volume: Page:513-525
ISSN:0302-9743
Container-title:Computational Collective Intelligence
language:
Short-container-title:

Author:

Chouikhi Farah^ORCID,Abbes Ali Ben^ORCID,Farah Imed Riadh^ORCID

Publisher

Springer Nature Switzerland

Link

https://link.springer.com/content/pdf/10.1007/978-3-031-41456-5_39

Reference27 articles.

1. Xiong, Y., Zuo, R.: Robust feature extraction for geochemical anomaly recognition using a stacked convolutional denoising autoencoder. Math. Geosci. 54(3), 623–644 (2022)

2. Rhif, M., Abbes, A.B., Martinez, B., Farah, I.R.: Deep learning models performance for NDVI time series prediction: a case study on northwest Tunisia. In: Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), pp. 9–12. IEEE, Tunisia (2020)

3. Ferchichi, A., Abbes, A.B., Barra, V., Farah, I.R.: Forecasting vegetation indices from spatio-temporal remotely sensed data using deep learning-based approaches: a systematic literature review. Ecol. Inf. 68, 101552 (2022)

4. Alzubaidi, L., et al.: Review of deep learning: concepts, CNN architectures, challenges, applications, future directions. J. Big Data 8(1), 1–74 (2021)

5. Lecture Notes in Computer Science;R Amari,2022

Cited by 2 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. TALDS: A Transfer-Active Learning-Driven Siamese Network for Bi-temporal Image Classification;2024 IEEE 7th International Conference on Advanced Technologies, Signal and Image Processing (ATSIP);2024-07-11

2. Monitoring Desertification in Tunisia Using Modis Ecological Indicators and Machine Learning;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07

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