Exploring Spectral Signatures of Chinese liquor using Machine Learning and SHapley Additive exPlanations

Authors: Chen, Danlei, Wang, Yun, Tang, Linruize, Zhao, Zhengqiao, Chen, Jie, Chen, Jingdong

Source: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2025 - 2025 IEEE International Conference on. :1-5 Apr, 2025

Relation: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Structured Anchor Learning for Large-Scale Hyperspectral Image Projected Clustering

Authors: Jiang, G., Zhang, Y., Wang, X., Jiang, X., Zhang, L.

Source: IEEE Transactions on Circuits and Systems for Video Technology IEEE Trans. Circuits Syst. Video Technol. Circuits and Systems for Video Technology, IEEE Transactions on. 35(3):2328-2340 Mar, 2025

Utilizing Conditional GANs for Synthesis of Equilibrated Hyperspectral Data to Enhance Classification and Mitigate Majority Class Bias

Authors: Noor Asmat, B., Bilal, H.S.M., Uddin, M.I., Karim, F.K., Mostafa, S.M.

Source: IEEE Access Access, IEEE. 13:49271-49289 2025

Gradient Subspace-Regularized Hyperspectral Image and Stripe-Coupled Nonconvex Tensor Low-Rank Priors for Destriping and Denoising

Authors: Liu, P., Long, H., Zheng, Z., Huang, N., Xiao, L.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 63:1-18 2025

A Sub-Pixel Coupled Dictionary Learning Method for Large-Scale and High-Spatial-Resolution Satellite Hyperspectral Image Reconstruction

Authors: Liu, T., Liu, Z., Zhang, X., Gu, Y., Liu, 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

FAHM: Frequency-Aware Hierarchical Mamba for Hyperspectral Image Classification

Authors: Zhuang, P., Zhang, X., Wang, H., Zhang, T., Liu, L., Li, J.

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. 18:6299-6313 2025

Hyperspectral Image Completion Using Fully-Connected Extended Tensor Network Decomposition and Total Variation

Authors: Li, Y., Zhang, Y., Li, H.

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. 18:7543-7558 2025

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

HyLiOSR: Staged Progressive Learning for Joint Open-Set Recognition of Hyperspectral and LiDAR Data

Authors: Xi, B., Cai, M., Li, J., Wang, Z., Feng, S., Li, Y., Chanussot, J.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 63:1-14 2025

Few-Shot Hyperspectral Image Classification With Deep Fuzzy Metric Learning

Authors: Tang, H., Zhang, C., Tang, D., Lin, X., Yang, X., Xie, W.

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

Joint Classification of Hyperspectral Images and LiDAR Data Based on Candidate Pseudo Labels Pruning and Dual Mixture of Experts

Authors: Kong, Y., Yu, S., Cheng, Y., Philip Chen, C.L., Wang, X.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 63:1-12 2025

UM2Former: U-Shaped Multimixed Transformer Network for Large-Scale Hyperspectral Image Semantic Segmentation

Authors: Xu, A., Xue, Z., Li, Z., Cheng, S., Su, H., Xia, J.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 63:1-21 2025

Lifelong Learning With Adaptive Knowledge Fusion and Class Margin Dynamic Adjustment for Hyperspectral Image Classification

Authors: Jiang, Z., Li, Z., Wang, Y., Li, W., Wang, K., Tian, J., Wang, C., Du, Q.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 63:1-19 2025

A Dual-Strategy Learning Framework for Hyperspectral Image Super-Resolution

Authors: Li, S., Sun, R., Zhang, S., Li, Q.

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. 18:7480-7494 2025

Dual-Phase Framework for Few-Shot Hyperspectral Image Classification With Spatiospectral Masked Autoencoder and Episode Training

Authors: Khotimah, W.N., Bennamoun, M., Boussaid, F., Xu, L., Sohel, F.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 63:1-16 2025

Advanced Hyperspectral Image Classification via Spectral–Spatial Redundancy Reduction and TokenLearner-Enhanced Transformer

Authors: Wu, J., Zhao, J., Long, H.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 63:1-12 2025

Community Structure Guided Network for Hyperspectral Image Classification

Authors: Wang, Q., Huang, J., Wang, S., Zhang, Z., Shen, T., Gu, Y.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 63:1-15 2025

Dual-Scale Complementary Spatial-Spectral Joint Model for Hyperspectral Image Classification

Authors: Chen, H., Sun, Y., Li, X., Zheng, B., Chen, T.

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. 18:6772-6789 2025

SS-PLRQR: Super-Spectrum Parallel Low-Rank Quaternion Recovery for Hyperspectral Image Classification

Authors: Qian, L., Wang, X., Hong, M., Zhang, Y., Wang, H.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 63:1-16 2025

Multilevel Feature Gated Fusion Based Spatial and Frequency Domain Attention Network for Joint Classification of Hyperspectral and LiDAR Data

Authors: Shi, C., Zhong, Z., Ding, S., Lei, Y., Wang, L., Jin, Z.

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. 18:5960-5974 2025