代表文章 [1] Zhenyu Xu, Huiqiang Hu, Tingting Wang, Yuping Zhao, Cong Zhou, Huaxing Xu, Xiaobo Mao. Identification of growth years of Kudzu root by hyperspectral imaging combined with spectral-spatial feature tokenization transformer[J]. Computers and Electronics in Agriculture, 214 (2023) 108332. (中科院1区Top) [2] Huiqiang Hu, Yunlong Mei, Yunpeng Wei, Zhenyu Xu, Yuping Zhao, Huaxing Xu, Xiaobo Mao, Luqi Huang. Chemical composition prediction in goji (Lycium barbarum) using hyperspectral imaging and multi-task 1DCNN with attention mechanism[J]. LWT-Food Science and Technology, DOI:10.1016/j.lwt.2024.116436: 1-12. (中科院1区Top) [3] Huiqiang. Hu, Yunlong. Mei, Yiming. Zhou, Yuping. Zhao, Ling. Fu, Huaxing. Xu, Xiaobo. Mao, Luqi. Huang, Optimizing Starch Content Prediction in Kudzu: Integrating Hyperspectral Imaging and Deep Learning with WGAN-GP[J]. Food Control, DOI:10.1016/j.foodcont.2024.110762: 1-12. (中科院1区Top) [4] Huiqiang Hu, Tingting Wang, Yunpeng Wei, Zhenyu Xu, Shiyu Cao, Ling Fu, Huaxing Xu, Xiaobo Mao and Luqi Huang.Non-destructive Prediction of Isoflavone and Starch by Hyperspectral Imaging and Deep Learning in Puerariae Thomsonii Radix[J]. Frontiers in Plant Science, 2023, 14: 1271320. (中科院1区Top) [5] Yunpeng Wei, Minghua Yuan, Huiqiang Hu, Huaxing Xu, Xiaobo Mao. Estimation for soluble solid content in Hetian jujube using hyperspectral imaging with fused spectral and textural Features[J]. Journal of Food Composition and Analysis,128 (2024) 106079:1-11. (中科院2区Top) [6] Tingting Wang, Zhenyu Xu, Huiqiang Hu, Huaxing Xu, Yuping Zhao and Xiaobo Mao. Identification of Turtle-Shell Growth Year Using Hyperspectral Imaging Combined with an Enhanced Spatial-Spectral Attention 3DCNN and a Transformer[J]. Molecules, 2023, 28(17): 6427. (中科院2区Top) [7] Yunpeng Wei, Huiqiang Hu, Minghua Yuan, Huaxing Xu, Xiaobo Mao. Geographical origin traceability of chrysanthemum using hyperspectral imaging with class information-guided evolutionary multitasking wavelength selection and spatial image feature extraction[J]. Journal of Food Composition and Analysis. DOI: 10.1016/j.jfca. 2024.107107 (中科院2区Top) [8] Yunpeng Wei, Huiqiang Hu, Huaxing Xu, Xiaobo Mao. Identification of chrysanthemum variety via hyperspectral imaging and wavelength selection based on multitask particle swarm optimization[J]. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 322 (2024) 124812:1-12.(中科院2区) [9] Yunpeng Wei, Huiqiang Hu, Minghua Yuan, Huaxing Xu, Xiaobo Mao, Yuping Zhao and Luqi Huang. Determination of Bioactive Components in Chrysanthemum Tea (Gongju) Using Hyperspectral Imaging Technique and Chemometrics[J]. Foods 2024,13,4145. https://doi.org/10.3390/foods13244145.(中科院2区) [10] Nan Li, Jiarui Yu, Xiaobo Mao, Yuping Zhao, Luqi Huang.The nonlinearity properties of pulse signal of pregnancy in the three trimesters[J], Biomedical Signal Processing and Control, 79 (2023) 104158. (中科院2区) [11] Yunpeng Wei, Huiqiang Hu, Huaxing Xu and Xiaobo Mao. Unsupervised Hyperspectral Band Selection via Multimodal Evolutionary Algorithm and Subspace Decomposition[J], Sensors, 2023, 23, 2129:1-18. (中科院2区) [12] 位云朋, 胡会强, 毛晓波, 等. 基于高光谱成像技术与异构集成学习的龟甲药材生长年限鉴别[J], 光谱学与光谱分析, 2024, 44(9): 2613-2619. (SCIE/EI/北大核心) [13] 胡会强,位云朋,徐华兴,毛晓波, 等. 基于高光谱成像技术和主成分分析对粉葛年限的鉴别[J]. 光谱学与光谱分析, 2023,43(6):1953-1960. (SCIE/EI/北大核心) [14] Huiqiang Hu, Yunlong Mei, Yunpeng Wei, Chang Liu, Huaxing Xu, Xiaobo Mao, Yuping Zhao, Luqi Huang. Rapid Identification of Moxa Wool Storage Period Based on Hyperspectral Imaging Technology and Machine Learning[J]. Heliyon,10 (2024) e37650. [15] Guoliang Yao, Xiaobo Mao, Nan Li, Huaxing Xu, Xiangyang Xu, Yi Jiao, Jinhong Ni, Interpretation of Electrocardiogram Heartbeat by CNN and GRU, Computational and Mathematical Methods in Medicine, 2021. https://doi.org/10.1155/2021/6534942. |
