科研项目：
1.国家自然科学基金地区科学基金项目，62366053，自监督跨域小样本图像特征表示方法研究，2024/01-2027/12，32万元，在研，主持
2.国家自然科学基金青年科学基金项目，61902339，面向农产品无损检测的多源异构特征表示方法研究， 2020/01-2022/12，22万元，已结题，主持
3.陕西省自然科学基础研究计划资助项目，2021JM-418，基于孪生网络的小样本多视图特征表示方法研究，2021/01-2022/12, 4万元，已结题，主持
4.陕西省自然科学基础研究计划资助项目，2018JQ6060，光电联动的苹果霉心病无损检测方法研究，2018/01-2019/12, 3万元，已结题，主持
学术论文：
1. Shuai Ma, Jinrong He*, Jinwei He, Qiang Feng, Yingzhou Bi. Forecasting air quality Index in yan’an using temporal encoded Informer. Expert Systems with Applications, Volume 255, Part D, 1 December 2024, 124868. DOI: 10.1016/j.eswa.2024.124868.
2. Hanchi Liu, Jinrong He*, Xuanping Fan, Bin Liu. Detection of variety and wax bloom of Shaanxi plum during post-harvest handling. Chemometrics and Intelligent Laboratory Systems, Volume 246, 15 March 2024, 105066. DOI: 10.1016/j.chemolab.2024.105066 3. 何进荣,石延新,刘斌,何东健.基于DXNet模型的富士苹果外部品质分级方法研究[J].农业机械学报,2021,52(7):379-385. 4. 石延新,何进荣*,李照奎,曾志高. 3D卷积自编码器高光谱图像分类模型[J]. 中国图象图形学报,2021,26(08):2021-2036.
5. HuaiJinhui Xu, Jinrong He*, Ying Liang, Yuanhao Liu, Yiting He. Detection of Nectarines on Trees with YOLO Models[C]. Proceedings of 2023 35th Chinese Control and Decision Conference (CCDC), Yichang, China, 20-22 May, 2023: 1789-1794. doi: 10.1109/CCDC58219.2023.10326846.
6. Jinrong He*, Jiayi Zhang, Yani Sun, Li Yang. Disease Recognition of Plants Leaves in Northern Shaanxi based on Siamese Networks. EAI 6GN 2023 - 6th EAI International Conference on 6G for Future Wireless Networks, 2023, Shanghai, China，2023: 18-30.
7. Jinrong He*, Yuanhao Liu, Longlong Zhai, Hanchi Liu. Detection of Green Walnuts on Trees Using the Improved YOLOv7 Model. EAI 6GN 2023 - 6th EAI International Conference on 6G for Future Wireless Networks, 2023, Shanghai, China, 2023: 3-17.
8. Jinrong He*, Yiting He, Longlong Zhai, Yingzhou Bi. Self-supervised Siamese Networks with Squeeze-Excitation Attention for Ear Image Recognition. 2024 International Conference on Intelligent Computing, Tianjin, China, 2024: 122-133.
9. Liang Gao, Jinrong He*, Longlong Zhai, Yiting He. A Segmentation Method Based on SE Attention and U-Net for Apple Image[C]//Proceedings of International Conference on Image and Graphics. Cham: Springer Nature Switzerland, 2023: 263-276.
10. 何进荣, 任维鑫, 石延新, 白宗文. 基于卷积神经网络的牡丹花品种识别[J]. 系统仿真技术, 2021, 17(02):128-133.
11. Jinrong He*, Yanxin Shi, Chengwang Xie, Zeyu Bao, Zongwen Bai. Online Tensor Decomposition for Hyperspectral Data Representation[C]. Proceedings of 2021 China Automation Congress (CAC). Beijing, China, 22-24 October, 2021: 7423-7428.
12. Zhen Shang, Jinrong He*, Dongjie Wang. Image recognition of plant diseases based on Siamese Networks[C]. Proceedings of 2022 China Automation Congress (CAC). IEEE, 2022: 5328-5332.
13. Jinrong He*, Yanxin Shi, Zongwen Bai, et al. Orthogonal Dual Graph Regularized Nonnegative Matrix Factorization[C]. Proceedings of 11th International Conference on Image and Graphics. Haikou, China. December 26-28, 2021: 93-105.
获 奖：
1.基于人工智能的智慧油田系统. 2023年陕西高等学校科学技术研究优秀成果奖二等奖. 2023年4月,5/7.
2.4001百老汇会员登录数计学院2023年课堂创新大赛“课程思政”组学院一等奖. 3.我院2023年教师教学创新大赛“课程思政”组二等奖. 4.第五届中国计算机教育大会计算机类教学资源建设优秀教学案例一等奖.
5.第五届中国计算机教育大会计算机类教学资源建设优秀教学案例优秀奖.
6.2024年中国高校计算机教育大会教学案例大赛二等奖. |
