Spatial-spectral classification of hyperspectral image via group tensor decomposition. - Guangzhe Zhao; Bing Tu; Hongyan Fei; Nanying Li; Xianchang Yang (Neurocomputing, 2018)

Classification of hyperspectral images via weighted spatial correlation representation. - Bing Tu; Nanying Li; Leyuan Fang; Hongyan Fei; Danbing He (J. Vis. Commun. Image Represent., 2018)

Hyperspectral Image Classification via Superpixel Correlation Coefficient Representation. - Bing Tu; Xianchang Yang; Nanying Li; Xianfeng Ou; Wei He 021 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Density Peak Based Covariance Matrix for Hyperspectral Images Classification. - Bing Tu; Nanying Li; Wenlan Kuang; Jinping Wang; Chengle Zhou (IGARSS, 2019)

Hyperspectral image classification with a class-dependent spatial-spectral mixed metric. - Bing Tu; Nanying Li; Leyuan Fang; Xianchang Yang; Jianhui Wu 002 (Pattern Recognit. Lett., 2019)

Hyperspectral Image Classification with Multi-Scale Feature Extraction. - Bing Tu; Nanying Li; Leyuan Fang; Danbing He; Pedram Ghamisi (Remote. Sens., 2019)

Hyperspectral Anomaly Detection via Spatial Density Background Purification. - Bing Tu; Nanying Li; Zhuolang Liao; Xianfeng Ou; Guoyun Zhang (Remote. Sens., 2019)

Density Peak Covariance Matrix for Feature Extraction of Hyperspectral Image. - Guangzhe Zhao; Nanying Li; Bing Tu; Guoyun Zhang; Wei He 021 (IEEE Geosci. Remote. Sens. Lett., 2020)

Hyperspectral anomaly detection via density peak clustering. - Bing Tu; Xianchang Yang; Nanying Li; Chengle Zhou; Danbing He (Pattern Recognit. Lett., 2020)

Hyperspectral Anomaly Detection Via Dual Collaborative Representation. - Guoyun Zhang; Nanying Li; Bing Tu; Zhuolang Liao; Yishu Peng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Superpixel Regularized Multiple kernel Gabor Fusion for Hyperspectral Image Classification. - Dingding Tang; Sen Jia 001; Nanying Li (ICCPR, 2021)

A survey: Deep learning for hyperspectral image classification with few labeled samples. - Sen Jia 001; Shuguo Jiang; Zhijie Lin; Nanying Li; Meng Xu 002; Shiqi Yu 001 (Neurocomputing, 2021)

Structure-Aware Multikernel Learning for Hyperspectral Image Classification. - Chengle Zhou; Bing Tu; Nanying Li; Wei He 021; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Principal component self-attention mechanism for melanoma hyperspectral image recognition. - Hong Liang; Nanying Li; Jiaqi Xue; Yaqian Long; Sen Jia 001 (ICCPR, 2022)

HSI-DETR: A DETR-based Transfer Learning from RGB to Hyperspectral Images for Object Detection of Live and Dead Cells: To achieve better results, convert models with the fewest changes from RGB to HSI. - Songxin Ye; Nanying Li; Jiaqi Xue; Yaqian Long; Sen Jia 001 (ICCPR, 2022)

Spectral Context-aware Transformer for Cholangiocarcinoma Hyperspectral Image Segmentation. - Nanying Li; Jiaqi Xue; Sen Jia 001 (ICIGP, 2022)

A Multiscale Superpixel-Level Group Clustering Framework for Hyperspectral Band Selection. - Sen Jia 001; Yue Yuan; Nanying Li; Jianhui Liao; Qiang Huang; Xiuping Jia; Meng Xu 002 (IEEE Trans. Geosci. Remote. Sens., 2022)

Superpixel-Guided Variable Gabor Phase Coding Fusion for Hyperspectral Image Classification. - Shuyu Zhang 002; Dingding Tang; Nanying Li; Xiuping Jia; Sen Jia 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

DeSAM2: Detection-Driven SAM2 for Hyperspectral Object Tracking. - Wangquan He; Qi Ren; Hongtao Zhang; Ziqian Mo; Nanying Li; Meng Xu 002; Sen Jia 001 (WHISPERS, 2024)

LGCT: Local-Global Collaborative Transformer for Fusion of Hyperspectral and Multispectral Images. - Wangquan He; Xiyou Fu; Nanying Li; Qi Ren; Sen Jia 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

SQformer: Spectral-Query Transformer for Hyperspectral Image Arbitrary-Scale Super-Resolution. - Shuguo Jiang; Nanying Li; Meng Xu 002; Shuyu Zhang 002; Sen Jia 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Texture-Aware Self-Attention Model for Hyperspectral Tree Species Classification. - Nanying Li; Shuguo Jiang; Jiaqi Xue; Songxin Ye; Sen Jia 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Fuzzy Boundary-Aware Network for Hyperspectral Individual Tree Fine Recognition. - Nanying Li; Shuguo Jiang; Yuxin Zhou; Wangquan He; Sen Jia 001 (IEEE Trans. Geosci. Remote. Sens., 2025)