MAGS: Max-Gap Loss-Guided Siamese-Reconstruction Network for Hyperspectral Image Partial Label Learning

Authors: Tian, X., Luo, F., Fu, C., Guo, T., Du, B., Chanussot, J.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 63:1-13 2025

SSLT-Net: A Spatial–Spectral Linear Transformer Unmixing Network for Hyperspectral Image

Authors: Deng, J., Zhang, G., Zhang, Z., Bian, L., Yang, C.

Source: IEEE Geoscience and Remote Sensing Letters IEEE Geosci. Remote Sensing Lett. Geoscience and Remote Sensing Letters, IEEE. 22:1-5 2025

Multiple Endmember Extraction Using Spatial-Spectral Information

Authors: Xu, Nan, Yang, Huadong, Wang, Juntong

Source: 2024 2nd International Conference on Signal Processing and Intelligent Computing (SPIC) Signal Processing and Intelligent Computing (SPIC), 2024 2nd International Conference on. :774-778 Sep, 2024

Relation: 2024 2nd International Conference on Signal Processing and Intelligent Computing (SPIC)

MS2I2Former: Multiscale Spatial–Spectral Information Interactive Transformer for Hyperspectral Image Classification

Authors: Cheng, S., Chan, R., Du, A.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 62:1-19 2024

Pixel-to-Abundance Translation: Conditional Generative Adversarial Networks Based on Patch Transformer for Hyperspectral Unmixing

Authors: Wang, L., Zhang, X., Zhang, J., Dong, H., Meng, H., Jiao, L.

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of. 17:5734-5749 2024

Spatial-Spectral Dual-Branch Autoencoder based on Adaptive Convolution for Hyperspectral Unmixing

Authors: Jin, Baohua, Li, Sijia, Huang, Wei, Zhu, Yunfei

Source: 2023 4th International Conference on Computer Engineering and Application (ICCEA) Computer Engineering and Application (ICCEA), 2023 4th International Conference on. :940-944 Apr, 2023

Relation: 2023 4th International Conference on Computer Engineering and Application (ICCEA)

Classification of peanut variety based on hyperspectral imaging and improved extreme learning machine

Authors: Mengke Wang, Hongrui Zhang, Hongfei Lv, Chengye Liu, Jinhuan Xu, Xiangdong Li

Source: Czech Journal of Food Sciences, Vol 43, Iss 1, Pp 17-28 (2025)

Subject Terms: hyperspectral technology, machine learning, propagation filtering, spatial-spectral information, Agriculture

File Description: electronic resource

Relation: https://cjfs.agriculturejournals.cz/artkey/cjf-202501-0003_classification-of-peanut-variety-based-on-hyperspectral-imaging-and-improved-extreme-learning-machine.php; https://doaj.org/toc/1212-1800; https://doaj.org/toc/1805-9317

Access URL: https://doaj.org/article/526f1d337ea041bab19896fa6ccee3c7

Hyperspectral Mixed Noise Reduction Using Two-Stage Cascade Refined Network

Authors: Wu, Yinhu, Zhang, Junping, Liu, Dongyang

Source: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium Geoscience and Remote Sensing Symposium, IGARSS 2022 - 2022 IEEE International. :1213-1216 Jul, 2022

Relation: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium

A Spatial–Spectral Transformer Network With Total Variation Loss for Hyperspectral Image Denoising

Authors: Wang, M., He, W., Zhang, H.

Source: IEEE Geoscience and Remote Sensing Letters IEEE Geosci. Remote Sensing Lett. Geoscience and Remote Sensing Letters, IEEE. 20:1-5 2023

Spatial-Spectral Attention Bilateral Network for Hyperspectral Unmixing

Authors: Yang, Z., Xu, M., Liu, S., Sheng, H., Zheng, H.

Source: IEEE Geoscience and Remote Sensing Letters IEEE Geosci. Remote Sensing Lett. Geoscience and Remote Sensing Letters, IEEE. 20:1-5 2023

Cloud Detection Method Based on Spatial–Spectral Features and Encoder–Decoder Feature Fusion

Authors: Zhang, J., Shi, X., Wu, J., Song, L., Li, Y.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 61:1-15 2023

Pixels-to-Abundances Translation with Spatial-Spectral Conditional Generative Adversarial Networks for Hyperspectral Unmixing

Authors: Wang, Li, Zhang, Xiaohua, Zheng, Shengyuan, Li, Tianrui, Wang, Jing

Source: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS Geoscience and Remote Sensing Symposium IGARSS , 2021 IEEE International. :3329-3332 Jul, 2021

Relation: IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium

Spatial-Spectral Hyperspectral Image Classification Via Multiple Random Anchor Graphs Ensemble Learning

Authors: Miao, Yanling, Wang, Qi, Chen, Mulin, Li, Xuelong

Source: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS Geoscience and Remote Sensing Symposium IGARSS , 2021 IEEE International. :3641-3644 Jul, 2021

Relation: IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium

Joint Spatial-Spectral Encoder For Hyperspectral Image Denoising

Authors: Xu, Yunpeng, Peng, Yuanxi

Source: 2021 International Conference on Communications, Information System and Computer Engineering (CISCE) Communications, Information System and Computer Engineering (CISCE), 2021 International Conference on. :524-528 May, 2021

Relation: 2021 International Conference on Communications, Information System and Computer Engineering (CISCE)

A Novel NMF Guided for Hyperspectral Unmixing From Incomplete and Noisy Data

Authors: Dong, L., Lu, X., Liu, G., Yuan, Y.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 60:1-15 2022

Local Spatial–Spectral Information-Integrated Semisupervised Two-Stream Network for Hyperspectral Anomaly Detection

Authors: Wang, X., Wang, L., Wang, Q.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 60:1-15 2022

A Vertex-Directed Evolutionary Algorithm for Multiobjective Endmember Estimation

Authors: Jiang, X., Zhao, Y., Gong, M., Zhan, T., Zhang, M.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 60:1-13 2022

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

Authors: Ahmad, M., Ghous, U., Hong, D., Khan, A.M., Yao, J., Wang, S., Chanussot, J.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 60:1-16 2022

Spatial-Spectral Clustering With Anchor Graph for Hyperspectral Image

Authors: Wang, Q., Miao, Y., Chen, M., Yuan, Y.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 60:1-13 2022

A Spectral–Spatial Change Detection Method Based on Simplified 3-D Convolutional Autoencoder for Multitemporal Hyperspectral Images

Authors: Zhao, C., Cheng, H., Feng, S.

Source: IEEE Geoscience and Remote Sensing Letters IEEE Geosci. Remote Sensing Lett. Geoscience and Remote Sensing Letters, IEEE. 19:1-5 2022