3D Sensing Techniques for Multimodal Data Analysis and Integration in Smart and Autonomous Systems. - Zhenyu Fang; He Sun 009; Jinchang Ren; Huimin Zhao 001; Sophia Zhao; Stephen Marshall; Tariq S. Durrani (CSPS, 2017)

Combining Image Analysis and Smart Data Mining for Precision Agriculture in Livestock Farming. - He Sun 009; Qiming Zhu; Jinchang Ren; David Barclay; Willie Thomson (iThings/GreenCom/CPSCom/SmartData, 2017)

Wheat Growth Assessment for Satellite Remote Sensing Enabled Precision Agriculture. - Yuxi Fang; He Sun 009; Yijun Yan; Jinchang Ren; Daming Dong; Zhongxin Chen; Hong Yue; Tariq S. Durrani (CSPS, 2019)

Knowledge-Based Multi-sequence MR Segmentation via Deep Learning with a Hybrid U-Net++ Model. - Jinchang Ren; He Sun 009; Yumin Huang; Hao Gao 002 (STACOM@MICCAI, 2019)

Superpixel based Feature Specific Sparse Representation for Spectral-Spatial Classification of Hyperspectral Images. - He Sun 009; Jinchang Ren; Huimin Zhao 001; Yijun Yan; Jaime Zabalza; Stephen Marshall (Remote. Sens., 2019)

NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. - Boaz Arad; Radu Timofte; Ohad Ben-Shahar; Yi-Tun Lin; Graham D. Finlayson; Shai Givati; Jiaojiao Li 001; Chaoxiong Wu; Rui Song 003; Yunsong Li 001; Fei Liu; Zhiqiang Lang; et al. (CVPR Workshops, 2020)

SAFDet: A Semi-Anchor-Free Detector for Effective Detection of Oriented Objects in Aerial Images. - Zhenyu Fang; Jinchang Ren; He Sun 009; Stephen Marshall; Junwei Han 001; Huimin Zhao 001 (Remote. Sens., 2020)

Nondestructive Quality Control in Powder Metallurgy using Hyperspectral Imaging. - Yijun Yan; Jinchang Ren; He Sun 009 (CoRR, 2022)

Novel hyperbolic clustering-based band hierarchy (HCBH) for effective unsupervised band selection of hyperspectral images. - He Sun 009; Lei Zhang 054; Jinchang Ren; Hua Huang 001 (Pattern Recognit., 2022)

Stochastic gate-based autoencoder for unsupervised hyperspectral band selection. - He Sun 009; Lei Zhang 021; Lizhi Wang 001; Hua Huang 001 (Pattern Recognit., 2022)

Effective extraction of ventricles and myocardium objects from cardiac magnetic resonance images with a multi-task learning U-Net. - Jinchang Ren; He Sun 009; Huimin Zhao 001; Hao Gao 002; Calum MacLellan; Sophia Zhao; Xiaoyu Luo (Pattern Recognit. Lett., 2022)

Adaptive Distance-Based Band Hierarchy (ADBH) for Effective Hyperspectral Band Selection. - He Sun 009; Jinchang Ren; Huimin Zhao 001; Genyun Sun; Wenzhi Liao; Zhenyu Fang; Jaime Zabalza (IEEE Trans. Cybern., 2022)

Novel Gumbel-Softmax Trick Enabled Concrete Autoencoder With Entropy Constraints for Unsupervised Hyperspectral Band Selection. - He Sun 009; Jinchang Ren; Huimin Zhao 001; Peter W. T. Yuen; Julius Tschannerl (IEEE Trans. Geosci. Remote. Sens., 2022)

Primary Modality Guided Multimodal Change Detection. - Luyang Cai; Shuyi Xu; He Sun 009; Xu Sun 005; Lina Yang; Lianru Gao (IGARSS, 2024)

Adaptive Endmembers Learning-Based Deep Unmixing Network for Hyperspectral Change Detection. - Shuyi Xu; Luyang Cai; He Sun 009; Xu Sun 005; Lina Yang; Lianru Gao (IGARSS, 2024)

Hyperspectral Image Cross-Domain Object Detection Method based on Spectral-Spatial Feature Alignment. - Hongqi Zhang; He Sun 009; Hongmin Gao 001; Feng Han; Xu Sun 005; Lianru Gao; Bing Zhang 001 (CoRR, 2024)

Cross-Modal Feature Fusion and Interaction Strategy for CNN-Transformer-Based Object Detection in Visual and Infrared Remote Sensing Imagery. - Jinyan Nie; He Sun 009; Xu Sun 005; Li Ni; Lianru Gao (IEEE Geosci. Remote. Sens. Lett., 2024)

Generative Adversarial Autoencoder Network for Anti-Shadow Hyperspectral Unmixing. - Bin Sun; Yuanchao Su; He Sun 009; Jinying Bai; Pengfei Li 010; Feng Liu; Dongsheng Liu (IEEE Geosci. Remote. Sens. Lett., 2024)

A Spatial-Spectrum Fully Attention Network for Band Selection of Hyperspectral Images. - Hongqi Zhang; Hongmin Gao 001; He Sun 009; Xu Sun 005; Bing Zhang 001 (IEEE Geosci. Remote. Sens. Lett., 2024)

Large-Kernel Central Block Masked Convolution and Channel Attention-Based Reconstruction Network for Anomaly Detection of High-Resolution Hyperspectral Imagery. - Qiong Ran; Hong Zhong; Xu Sun 005; Degang Wang; He Sun 009 (Remote. Sens., 2024)

Hyperbolic Space-Based Autoencoder for Hyperspectral Anomaly Detection. - He Sun 009; Lizhi Wang 001; Lei Zhang 021; Lianru Gao (IEEE Trans. Geosci. Remote. Sens., 2024)

Spectral-Spatial Out-of-Distribution-Based Unsupervised Band Selection Method for Hyperspectral Anomaly Detection. - Hongqi Zhang; He Sun 009; Xu Sun 005; Hongmin Gao 001; Lianru Gao; Bing Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Nondestructive Quantitative Measurement for Precision Quality Control in Additive Manufacturing Using Hyperspectral Imagery and Machine Learning. - Yijun Yan; Jinchang Ren; He Sun 009; Robert Williams (IEEE Trans. Ind. Informatics, 2024)

GT-HAD: Gated Transformer for Hyperspectral Anomaly Detection. - Jie Lian; Lizhi Wang 001; He Sun 009; Hua Huang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)