近5年科研项目 | 1) 国家自然科学基金面上项目:面向智能制造的元知识驱动多模态联邦自监督学习算法研究. 2024.01-2027.12. 主持. 2) 科技创新2030-“新一代人工智能”重大项目:工业领域知识自动构建与推理决策技术及应用. 2020.11-2023.10. 课题四执行人. 3) 上海市科技创新行动计划:面向智能制造的联邦学习应用研究及标准制定. 2022.08-2024.07. 主持. 4) 图像分割在模具设计中的应用. 横向. 2017,12-2022,09. 主持.
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近5年第一作者/通讯作者主要SCI/EI论文 | Xiaoli Zhao, ZhengChen, Jenq-Neng Hwang, Xiwu Shang. AFLNet: Adversarial focal loss network for RGB-D salient object detection. Signal Prpcessing: Image Communication, 2021, 94:116224-116233. (SCI) Xiaoli Zhao*, Jenq-Neng Hwang, Zhijun Fang, Guozhong Wang. Gradient-based adaptive particle swarm optimizer with improved extremal optimization. Applied Intelligence,2018,48(12):4646-4659. (SCI) Xiaoli Zhao*, Matthew Turk, Wei Li, Kuo-chin Lien, Guozhong Wang. A multilevel image thresholding segmentation algorithm based on 2D K-L divergence and modified particle swarm optimization. Applied Soft Computing, 2016, 48: 151-159. (SCI) Xiaoli Zhao*, Guozhong Wang, Jiaqi Zhang, Xiang Zhang. Scene Understanding Based on high-order potentials and Generative Adversarial Networks. Advances in Multimedia,2018:1-8. (EI) Shengze Fu, Xiaoli Zhao* et al. Data heterogeneous federated learning algorithm for industrial entity extraction, Displays, 2023,08: 102504. (SCI) Zhang Jiaying, Zhao Xiaoli*, Chen Zheng. A Review of Deep Learning-based Semantic Segmentation for Point Cloud. IEEE Access, 2019, 7:179118-179133. (SCI) 陈正,赵晓丽*. 基于跨模态特征融合的RGB-D 显著性目标检测. 计算机辅助设计与图形学学报,2021,10:1688-1697.(EI) 尹明臣,赵晓丽*. 融合3D DenseNet的零样本视频分类. 武汉大学学报(信息科学版). 2021,10:1-12.(EI) 程若然,赵晓丽*,周浩军. 基于深度学习的中文字体风格转换研究综述. 浙江大学学报(工学版). 2022,56(03):510-530.(EI) 董晓亚, 赵晓丽*. 一种改进的噪声图像语义分割方法.光电子.激光.2017,12.(EI)
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