科研成果 by Year: 2024

2024
Chen N, Huang Z, Yue X, Liu A, Lu M, Yue J, Fang L. Svaformer: Integrating random and hierarchical spectral view attention for hyperspectral image classification. IEEE Transactions on Geoscience and Remote Sensing. 2024.
Zhang H, Chen N, Li M, Mao S. The crack diffusion model: an innovative diffusion-based method for pavement crack detection. Remote Sensing. 2024;16:986.
N Chen, L Fang XXLYSH, Yue J. Spectral Query Spatial: Revisiting the Role of Center Pixel in Transformer for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing. 2024.
Li B, Fang L, Chen N*, Kang J, Yue J. Enhancing hyperspectral image classification: Leveraging unsupervised information with guided group contrastive learning. IEEE Transactions on Geoscience and Remote Sensing. 2024;62:1–17.
Liu H, Yuan M, Li M, Li B, Chen N*, Wang J, Li X, Wu X. Tdfpi: A three-dimensional and full parameter inversion model and its application for building damage assessment in guotun coal mining areas, shandong, china. Remote sensing. 2024;16:698.
Yue X, Liu A, Chen N, Xia S, Yue J, Fang L. HyperMLL: Toward robust hyperspectral image classification with multi-source label learning. IEEE Transactions on Geoscience and Remote Sensing. 2024.
Liu H, Huang C, Chen N*, Xie T, Lu M, Huang Z*. Negative Samples Mining Matters: Reconsidering Hyperspectral Image Classification With Contrastive Learning. IEEE Transactions on Geoscience and Remote Sensing. 2024.