蒋玉英,女,1984.01,博士,毕业于中国科学院大学电子学研究所,信号与信息处理专业,河南省高新科技创新人才,河南工业大学青年骨干教师,担任中国粮油学会成员。主要从事计算机视觉、智能信息处理、太赫兹光谱和成像技术等方向研究,发表学术论文50余篇,其中SCI检索30篇;授权发明专利10余项,主持参与省部级以上项目10项。
联系邮箱:jiangyuying11@163.com
招生学科:信息与通信工程、电子信息、智能科学与技术。
一、代表性论文与论著
1. Jiang Yuying, Xixi Wen, Fei Wang, Hongyi Ge,Hao Chen,Mengdie Jiang.Classification of Unsound Wheat Grains in Terahertz Images Based on Broad Learning System, IEEE Transactions on Plasma Science,2024,3390777. (SCI, Impact Factor: 1.5, JCR Q3)
2. Jiang Yuying, Ge Hongyi, Zhang Yuan. Quantitative analysis of wheat maltose by combined terahertz spectroscopy and imaging based on Boosting ensemble learning, Food Chemistry, 2020, 307:125533.(SCI, Impact Factor: 6.306, JCR Q1)
3. Jiang Yuying, Li Guangming, Ge Hongyi, Wang Fei, Li Li, Chen Xinyu, Lv Ming, Zhang Yuang. Adaptive compressed sensing algorithm for terahertz spectral image reconstruction based on residual learning, Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2022, 281: 121586. (SCI, Impact Factor: 4.481, JCR Q1)
4. Jiang Yuying, Li Guangming, Lv Ming, Ge Hongyi, Zhang Yuang Determination of postassium sorbate and sorbic acid in agricultural products using THz time-domain spectroscopy, Chinese Physics B, 2020, 29(9):098705.(SCI, Impact Factor: 2.187, JCR Q3)
5. Jiang Yuying, Wang Fei, Ge Hongyi, Li Guangming, Li Li, Chen Xinyu, Lv Ming, Zhang Yuang. Identification of Unsound Grains in Wheat Using Deep Learning and Terahertz Spectral Imaging Technology, AGRONOMY-BASEL, 2022, 12(5): 1093. (SCI, Impact Factor: 3.949, JCR Q1)
6. Jiang Yuying, Chen Xinyu, Ge Hongyi, Jiang Mengdie, Wen Xixi. G-RRDB: An Effective THz Image-Denoising Model for Moldy Wheat. Foods. 2023 Jul 25; 12(15):2819. (SCI, Impact Factor: 5.2, JCR Q1)
7. Jiang Yuying, Li Guangming, Ge Hongyi, Wang Fei, Li Li, Chen Xinyu, Lv Ming, Zhang Yuang. Machine Learning and Application in Terahertz Technology: A Review on Achievements and Future Challenges, IEEE Access, 2022, 10: 53761-53776. (SCI, Impact Factor: 3.476, JCR Q2)
8. Jiang Yuying,Ge Hongyi,Zhang Yuan, Detection of foreign bodies in grain with terahertz reflection imaging, OPTIK, 2019, 181: 1130-1138. (SCI, Impact Factor: 1.223, JCR Q2)
9. Jiang Yuying, Ge Hongyi, Lian Feiyu, Zhang Yuan, Xia Shanhong, Early detection of germinated wheat grains using terahertz image and chemometrics, Sci Rep, 2016, 6:21299-21299. (SCI,Impact Factor: 5.228, JCR Q1)
10. Jiang Yuying, Ge Hongyi, Lian Feiyu, Zhang Yuan, Xia Shanhong, Discrimination of moldy wheat using terahertz imaging combined with multivariate classification, RSC Advances, 2015, 5(114):93979-93986. (SCI,Impact Factor: 3.289, JCR Q2)
11. 蒋玉英, 葛宏义, 廉飞宇, 张元, 夏善红. 基于THz技术的农产品品质无损检测研究[J]. 光谱学与光谱分析, 2014, 34(8): 2047-2052. (SCI,Impact Factor: 0.275, JCR Q4).
12. 蒋玉英, 葛宏义, 张元. 基于太赫兹成像技术的小麦麦芽糖定量检测研究, 光谱学与光谱分析, 2018, 38(10):3017-3022.(SCI, Impact Factor: 0.434, JCR Q4)
13. 蒋玉英,江梦蝶,葛宏义等.太赫兹图像超分辨率重建方法的研究进展.计算机工程与应用,2024: 1-19.
14. 蒋玉英, 陈心雨, 李广明等. 图神经网络及其在图像处理领域的研究进展. 计算机工程与应用, 2023, 59(07): 15-30.
15. Ge Hongyi, Sun Zhenyu, Lu Xuejing, Jiang Yuying#, Lv Ming, Li Guangming, Zhang Yuan. THz spectrum processing method based on optimal wavelet selection. Optics Express, 2024, 3(32):4457-4472. (SCI, Impact Factor:3.8, JCR Q1).
16. Ge, Hong-Yi, Li Li, Yu-Ying Jiang#, Guang-Ming Li, Fei Wang, Ming Lü, Yuan Zhang, and Zhi Li. Double-opening metal ring based terahertz metamaterial absorber sensor. Acta Physica Sinica, 2022,71(10):439-451 (SCI, Impact Factor: 0.906, JCR Q3)
17. Ge H, Sun Z, Jiang Y#, Wu X, Jia Z, Cui G, Zhang Y. Recent Advances in THz Detection of Water. International Journal of Molecular Sciences. 2023; 24(13):10936. (SCI, Impact Factor: 5.6, JCR Q1).
18. Ge, Hongyi, Xiaodi Ji, Xuejing Lu, Ming Lv, Yuying Jiang#, Zhiyuan Jia, and Yuan Zhang. Identification of heavy metal pollutants in wheat by THz spectroscopy and Deep support vector machine. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy:2023,123206. (SCI, Impact Factor: 4.481, JCR Q1)
19. Ge Hongyi, Lv Ming, Lu Xuejing, Jiang Yuying#. Applications of THz Spectral Imaging in the Detection of Agricultural Products. Photonics 2021, 8(11), 518. (SCI, Impact Factor: 3.5, JCR Q2)
20. 葛宏义, 季晓迪, 蒋玉英#等. 太赫兹超材料智能化设计的研究进展.电子学报, 2023, 51(10): 2664-2679. (EI检索)
21. Hongyi Ge, Yuying Jiang, Zhaohui Xu, Feiyu Lian, Yuan Zhang, and Shanhong Xia, Identification of wheat quality using THz spectrum. Optics Express, 2014, 22(10): 12533-12544. (SCI, Impact Factor: 3.148, JCR Q1)
22. Hongyi Ge, Yuying Jiang, Feiyu Lian, Yuan Zhang, and Shanhong Xia. Quantitative determination of aflatoxin B1 concentration in acetonitrile by chemometric methods using terahertz spectroscopy. Food Chemistry, 2016, 209(15): 286–292. (SCI,Impact Factor: 4.052, JCR Q1)
23. Ge Hongyi, Jiang Yuying, Zhang Yuan, THz Spectroscopic Investigation of Wheat-Quality by Using Multi-Source Data Fusion , Sensors, 2018,18(11):3945. (SCI, Impact Factor: 2.475, JCR Q2)
24. Ge Hongyi, Jiang Yuying, Lian Feiyu, Zhang Yuan, Xia Shanhong,Characterization of Wheat Varieties Using Terahertz Time-Domain Spectroscopy, Sensors, 2015, 15(6):12560-12572. (SCI,Impact Factor: 2.033, JCR Q2)
25. Ge Z, Zhang Y, Jiang Y, Ge H, Wu X, Jia Z, Wang H, Jia K. Lightweight YOLOv7 Algorithm for Multi-Object Recognition on Contrabands in Terahertz Images. Applied Sciences. 2024; 14(4):1398.
26. 葛宏义, 蒋玉英, 张元, 廉飞宇. 基于THz光谱和多信息融合的小麦品质无损检测研究, 光谱学与光谱分析, 2017, (11): 3338-3342.(SCI, Impact Factor: 0.275, JCR Q4)
27. 葛宏义, 蒋玉英, 廉飞宇, 张元, 夏善红. 小麦品质的太赫兹波段光学与光谱特性研究. 光谱学与光谱分析, 2014, 34(11): 2897-2900. (SCI,Impact Factor: 0.275, JCR Q4)
28. Zhang Y, Wu X, Ge H, Jiang Y, Sun Z, Ji X, Jia Z, Cui G. A Blockchain-Based Traceability Model for Grain and Oil Food Supply Chain. Foods. 2023; 12(17):3235.
29. Li L, Ge H, Jiang Y, Li G, Wang F, Lv M, Ji X, Jia Z, Li Z, Zhang Y. A Four-Band Terahertz Metamaterial Sensor Based on Symmetric E-Shaped Structure. Coatings. 2022; 12(11):1694.
30. Zhang Y, Cui G, Ge H, Jiang Y, Wu X, Sun Z, Jia Z. Research on Blockchain-Based Cereal and Oil Video Surveillance Abnormal Data Storage. Agriculture. 2024; 14(1):23.
31. Wang Q, Zhang Y, Ge H, Jiang Y, Qin Y. Identification of Rice Freshness Using Terahertz Imaging and Deep Learning. Photonics. 2023; 10(5):547.
二、主持或参加科研/教研项目(课题)
1.国家自然科学基金项目:基于THz图像和光谱信息融合的小麦芽变早期检测方法研究.(主持)
2.河南省高校科技创新人才支持计划:小麦不完善粒的THz图像超分辨重构与快速识别方法研究.(主持)
3.河南省科技研发计划联合基金项目:基于太赫兹成像技术的小麦不完善粒快速识别方法研究.(主持)
4.河南省科技厅科技攻关项目:小麦不完善粒的太赫兹图像重构与快速识别关键技术研究.(主持)
5.河南省科技厅科技攻关项目:基于 Boosting 集成方法的小麦芽变早期检测关键技术研究.(主持)
6.河南工业大学校属学科平台开放课题:基于深度学习的小麦不完善粒检测方法研究.(主持)
7.河南省教育厅自然科学项目,基于加权稀疏表示的稻谷脂肪酸含量太赫兹光谱检测研究及应用.(主持)
8.河南工业大学校属学科平台开放课题,基于太赫兹成像方法的包装粮食异物无损检测技术研究.(主持)
9.河南工业大学青年骨干教师培育计划.(主持)
10.国家自然科学基金面上项目:基于太赫兹超材料的储粮质量安全危害因子高灵敏智能传感器研究.(第2)
11.国家自然科学基金面上项目:基于太赫兹光谱与成像的多特征仓储小麦污染物快速检测方法研究.(第2)
12.中原学者资助项目,基于大数据的物流(粮食)监管云平台关键技术研究.(第2)
13.河南省自然基金项目,面向大规模测序的读段纠错与压缩回帖快速算法.(第2)
14.河南省科技攻关项目,基于THz光谱和成像技术的储粮污染物快速无损检测关键技术研究.(第3)
三、授权专利
1.蒋玉英、葛宏义、张元、许德刚、王珂、任方涛. 基于太赫兹光谱和图像信息融合的麦芽糖混合物定量分析方法.2020. 201711377485.6
2.蒋玉英、葛宏义、许德刚、廉飞宇、任方涛、理金龙. 利用太赫兹成像无损检测小麦中脂肪酸含量的方法. 2020.201810047145.5
3. 蒋玉英、葛宏义、李广明等. 太赫兹光谱图像重构模型的构建方法及系统和应用.2022.202111546891.7
4.Jiang Yuying, Ge Hongyi, etc. Wheat quality THz spectrum classification method based on ds evidence theory. 2022.PT_CP_ZA00003574.
5.葛宏义、蒋玉英、张元、廉飞宇、李鹏鹏. 基于太赫兹波检测粮食包装物中异物的检测系统.2019.201610263612.9
6. Ge Hongyi, Jiang Yuying,etc. Method and application of obtaining a detection curve of potassium sorbate in wheat flour.2022.PT_CP_ZA00003569.
7.任笑真、 孙福艳、蒋玉英、吕宗旺、 秦瑶、乔丽红、 翁强. 一种太赫兹时域光谱稀疏成像方法.2017.201610829573.4
8.廉飞宇,蒋玉英,葛宏义,付麦霞,一种太赫兹波检测系统.2015.201510242049.2.
9.廉飞宇,葛宏义,李卫东,蒋玉英,付麦霞,马海华, 一种检测谷物新陈度的方法及装置.2018.201510242210.6
四、获得学术奖励
1.蒋玉英(1/3),Quantitative analysis of wheat maltose by combined terahertz spectroscopy and imaging based on Boosting ensemble learning,2021,河南省自然科学优秀论文奖一等奖.
2. 蒋玉英(1/3),Detection of foreign bodies in grain with terahertz reflection imaging, 2022,河南省教育厅优秀科技论文二等奖.
3.蒋玉英(3/10),基于电磁波的储粮质量安全快速检测关键技术及应用,2022,河南省科技进步奖三等奖.
4.蒋玉英(5/10),固态物质太赫兹光谱高准确度无损检测关键技术及应用,2023,河南省科技进步奖三等奖.
5.蒋玉英(2/8),基于电磁波的储粮质量安全快速检测关键技术及应用,2022,中国粮油学会科学技术奖三等奖.
6.蒋玉英(4/7),储粮品质太赫兹光谱快速检测系统,2018,中国粮油学会科学技术奖三等奖.
7.蒋玉英,第十七届“挑战杯” 全国大学生课外学术科技作品竞赛国家三等奖,2021年。
8.蒋玉英,第五届全国“互联网+”大学生创新创业大赛国家铜奖,2021年。
9.蒋玉英,第十六届“挑战杯” 河南省大学生课外学术科技作品竞赛银奖,2022年。
10.蒋玉英,河南省“互联网+”大学生创新创业大赛暨第八届中国国际“互联网+”大学生创新创业大赛二等奖,2022年。
11.蒋玉英,中国大学生计算机设计大赛国家二等奖,2022年。
12.蒋玉英,第十七届“挑战杯” 河南省大学生课外学术科技作品竞赛一等奖,2023年。
13.蒋玉英,河南省“互联网+”大学生创新创业大赛暨第九届中国国际“互联网+”大学生创新创业大赛三等奖,2023年。
14. 蒋玉英,中国大学生计算机设计大赛河南省三等奖,2023年。
15.蒋玉英,中国大学生计算机设计大赛河南省一等奖,2024年。