发布日期:2024-04-18
杨静,博士,讲师,硕士生导师。2022年12月博士毕业于西北工业大学计算机科学与技术专业,同时获英国Aberystwyth大学计算机科学专业博士学位。2022年入职山西大学自动化与软件学院。在《IEEE Transactions on Cybernetics》、《IEEE Transactions on Fuzzy Systems》、《Knowledge-based Systems》、《Remote Sensing》等国内外期刊、会议发表论文10余篇,主持省级项目2项。
研究方向:
遥感图像处理、图像融合、模糊推理
承担主要课程:
本科生专业选修课《人工智能基础》
研究生专业选修课 《人工智能技术及其安全应用》
发表论文(近五年):
1. Yang Jing, Shang Changjing, LI Ying, LI Fangyi and Shen Qiang. ANFIS Construction With sparse Data via Group Rule Interpolation. IEEE Transactions on Cybernetics, 51(5): 2773-2786, 2021. (TOP期刊)
2. Yang Jing, Shang Changjing, Li Ying, Li Fangyi and Shen Qiang. Constructing ANFIS with Sparse Data through Group-Based Rule Interpolation: An Evolutionary Approach. IEEE Transactions on Fuzzy Systems, 30(4): 893-907, 2022. (TOP期刊)
3.Yang Jing, Wu Chanyue, You Tengfei, Wang dong, Li Ying, Shang Changjing and Shen Qiang. Hierarchical spatio-spectral fusion for hyperspectral image super resolution via sparse representation and pre-trained deep model. Knowledge-Based Systems, 2023. (TOP期刊)
4. YangJing, Li Ying, Jonathan Cheung-Wai Chan and Shen Qiang. Image Fusion for Spatial Enhancement of Hyperspectral Image via Pixel Group Based Non-Local Sparse Representation. Remote Sensing, 9(1): 53, 2017. (TOP期刊)
5. Chen Tianhua, Shang Changjing, Yang Jing, Li Fangyi and Shen Qiang. A New Approach for Transformation-based Fuzzy Rule Interpolation. IEEE Transactions on Fuzzy Systems, 28(12): 3330-3344, 2020. (TOP期刊)
6. Li Fangyi, Shang Changjing, Li Ying, Yang Jing and Shen Qiang. Fuzzy Rule Based Interpolative Reasoning Supported by Attribute Ranking. IEEE Transactions on Fuzzy Systems, 26(5): 2758-2773, 2018. (TOP期刊)
7. Yang Jing, Shang Changjing, Chen Lu, Su Pan and Shen Qiang. "Sparse Training Data-Based Hyperspectral Image Super Resolution Via ANFIS Interpolation," 2023 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Incheon, Korea, 2023. (EI)
8. Yang Jing, Shang Changjing, Li Ying, Li Fangyi and Shen Qiang. Generating ANFISs through Rule Interpolation: An Initial Investigation, 2018 Annual UK Workshop on Computational Intelligence (UKCI), Nottingham, UK, 2018. (EI)
主持和参与主要科研项目 (近五年):
1. 山西省基础研究计划项目,基于稀疏表示与模糊推理的空谱融合高光谱图像空间分辨率增强方法研究,2023.01-2025.12 (主持)
2. 山西省回国留学人员科研资助项目,基于模糊推理的高光谱图像超分辨率重建方法研究,2023.07-2026.07 (主持)