于心怡,女,博士,讲师,硕士生导师。先后参与国家重点研发计划、粤港澳大湾区国际科技创新中心建设专项、福建省科技厅重大专项等,发表科研论文4篇。
² 研究领域:
机器视觉、深度学习、智能检测
² 主要科研项目:
1. 福建省科技厅重大专项:福厦泉国家自主创新示范区高端柔性智能化包装装备协同创新平台项目,2024-08至2025.12, 参与;
2. 广东省科学技术厅:粤港澳大湾区国际科技创新中心建设专项, 基于人工智能的高速高精度在线智能检测装备研发与产业化, 2020-07 至 2022-12, 结题, 参与;
3. 国家科学技术部:国家重点研发计划“智能机器人”重点专项, 面向铸造行业的机器人智能化生产线研制及在航天装备与发动机关键部件制造上的示范应用, 2019-03 至 2022-03, 结题, 参与。
² 主要发表论文:
[1] Xinyi Yu, Hanxiong Li, Haidong Yang. Collaborative learning classification model for PCBs defect detection against image and label uncertainty[J]. IEEE Transactions on Instrumentation and Measurement. 2023, 72: 1-8. (SCI Q1)
[2] Xinyi Yu, Hanxiong Li, Haidong Yang. Two-stage image decomposition and color regulator for low-light image enhancement[J]. The Visual Computer, 2023, 39(9): 4165-4175. (SCI Q2)
[3] Xinyi Yu, Hanxiong Li, Haidong Yang. PCB Defect Detection Model Based on Intrinsic Feature Decomposition and Multilevel Fusion Against Image Uncertainty[J]. IEEE Sensors Journal, 2024, 24(12): 19497-19505.(SCI Q1)
[4] Xinyi Yu, Yuanfu He. PCB Defect Detection Based on GAN Data Generation with Self-attentive Mechanism. [C]//2022 2nd International Conference on Frontiers of Electronics, Information and Computation Technologies (ICFEICT). IEEE, 2022: 55-60. (EI)
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