Hong D - Search Results

1

X-ModalNet: A semi-supervised deep cross-modal network for classification of remote sensing data.

Hong D, Yokoya N, Xia GS, Chanussot J, Zhu XX. Hong D, et al. ISPRS J Photogramm Remote Sens. 2020 Sep;167:12-23. doi: 10.1016/j.isprsjprs.2020.06.014. ISPRS J Photogramm Remote Sens. 2020. PMID: 32904376 Free PMC article.

2

An Augmented Linear Mixing Model to Address Spectral Variability for Hyperspectral Unmixing.

Hong D, Yokoya N, Chanussot J, Zhu XX. Hong D, et al. IEEE Trans Image Process. 2018 Nov 9. doi: 10.1109/TIP.2018.2878958. Online ahead of print. IEEE Trans Image Process. 2018. PMID: 30418901

3

Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification.

Hong D, Yokoya N, Ge N, Chanussot J, Zhu XX. Hong D, et al. ISPRS J Photogramm Remote Sens. 2019 Jan;147:193-205. doi: 10.1016/j.isprsjprs.2018.10.006. ISPRS J Photogramm Remote Sens. 2019. PMID: 30774220 Free PMC article.

4

Learning to propagate labels on graphs: An iterative multitask regression framework for semi-supervised hyperspectral dimensionality reduction.

Hong D, Yokoya N, Chanussot J, Xu J, Zhu XX. Hong D, et al. ISPRS J Photogramm Remote Sens. 2019 Dec;158:35-49. doi: 10.1016/j.isprsjprs.2019.09.008. ISPRS J Photogramm Remote Sens. 2019. PMID: 31853165 Free PMC article.

5

Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration.

Kang J, Hong D, Liu J, Baier G, Yokoya N, Demir B. Kang J, et al. Among authors: hong d. IEEE Trans Neural Netw Learn Syst. 2021 Feb;32(2):826-840. doi: 10.1109/TNNLS.2020.2979546. Epub 2021 Feb 4. IEEE Trans Neural Netw Learn Syst. 2021. PMID: 32275618

6

Joint and Progressive Subspace Analysis (JPSA) With Spatial-Spectral Manifold Alignment for Semisupervised Hyperspectral Dimensionality Reduction.

Hong D, Yokoya N, Chanussot J, Xu J, Zhu XX. Hong D, et al. IEEE Trans Cybern. 2021 Jul;51(7):3602-3615. doi: 10.1109/TCYB.2020.3028931. Epub 2021 Jun 23. IEEE Trans Cybern. 2021. PMID: 33175688

7

Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing.

Hong D, Gao L, Yao J, Yokoya N, Chanussot J, Heiden U, Zhang B. Hong D, et al. IEEE Trans Neural Netw Learn Syst. 2022 Nov;33(11):6518-6531. doi: 10.1109/TNNLS.2021.3082289. Epub 2022 Oct 27. IEEE Trans Neural Netw Learn Syst. 2022. PMID: 34048352

8

Multimodal remote sensing benchmark datasets for land cover classification with a shared and specific feature learning model.

Hong D, Hu J, Yao J, Chanussot J, Zhu XX. Hong D, et al. ISPRS J Photogramm Remote Sens. 2021 Aug;178:68-80. doi: 10.1016/j.isprsjprs.2021.05.011. ISPRS J Photogramm Remote Sens. 2021. PMID: 34433999 Free PMC article.

9

Learning Tensor Low-Rank Representation for Hyperspectral Anomaly Detection.

Wang M, Wang Q, Hong D, Roy SK, Chanussot J. Wang M, et al. Among authors: hong d. IEEE Trans Cybern. 2023 Jan;53(1):679-691. doi: 10.1109/TCYB.2022.3175771. Epub 2022 Dec 23. IEEE Trans Cybern. 2023. PMID: 35609106

10

Few-Shot Learning With Class-Covariance Metric for Hyperspectral Image Classification.

Xi B, Li J, Li Y, Song R, Hong D, Chanussot J. Xi B, et al. Among authors: hong d. IEEE Trans Image Process. 2022;31:5079-5092. doi: 10.1109/TIP.2022.3192712. Epub 2022 Aug 2. IEEE Trans Image Process. 2022. PMID: 35881603

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