Scientific Research

Research Field

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Paper Publications

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• Boyuan Ma,Xiaoyan Wei,Chuni Liu,Xiaojuan Ban,Haiyou Huang,Hao Wang,Weihua Xue,Stephen Wu,Mingfei Gao,Qing Shen,Michele Mukeshimana,Adnan Omer Abuassba,Haokai Shen,Yanjing Su.Data augmentation in microscopic images for material data mining.[J].Nature Partner Journal (NPJ) Computational Materials,2020,6(125):1-9（Nature子刊）.
• Boyuan Ma,Xiang Yin,Jing Tan,Yongfeng Chen,Haiyou Huang,Hao Wang,Weihua Xue.FedST: Federated Style Transfer Learning for Non-IID image segmentation.[C].Proceedings of the AAAI Conference on Artificial Intelligence,2024,38(5):4053-4051. (CCF-A).
• Chuni Liu,Boyuan Ma,Xiaojuan Ban,Yujie Xie,Hao Wang,Weihua Xue,Jingchao Ma,Ke Xu.Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods.International Joint Conference on Artificial Intelligence, IJCAI,2024,(CCF-A).
• Boyuan Ma,Xiang Yin,Di Wu,Haokai Shen,Xiaojuan Ban,Yu Wang.End-to-end learning for simultaneously generating decision map and multi-focus image fusion result.[J].Neurocomputing,2022,470(1):204-216. (TOP期刊).
• Boyuan Ma,Yu Zhu,Xiang Yin,Xiaojuan Ban,Haiyou Huang,Michele Mukeshimana.SESF-Fuse: an unsupervised deep model for multi-focus image fusion.[J].Neural Computing and Applications,2021,33(1):5793-5804. (谷歌学术被引190余次).
• Boyuan Ma,Xiaojuan Ban,Haiyou Huang,Wanbo Liu,Chuni Liu,Di Wu,Yonghong Zhi.A fast algorithm for material image sequential stitching.[J].Computational Materials Science,2019,(158):1-13.

Patents

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• 班晓娟 , 印象,马博渊,黄海友,一种基于梯度感知的多聚焦图像融合方法（已授权）
• Banxiaojuan , Tony,Huanghaiyou,Wanghao,薛维华,一种基于骨架感知的损失函数加权方法及装置（已授权）
• Banxiaojuan , 高鸣飞,Tony,Huanghaiyou,印象,一种显微成像场景下失焦扩散效应消除方法及装置（已授权）
• Banxiaojuan , 朱宇,王宇,黄厚斌,Tony,陈泽华,一种眼底OCT图像融合方法及装置（已授权）
• Banxiaojuan,刘楚妮,Tony,Huanghaiyou,Wanghao,薛维华,一种系列截面图像多目标追踪方法及装置（已授权）
• Banxiaojuan , 魏晓燕,Tony,Huanghaiyou,Wanghao,薛维华,一种显微图像数据增强方法及装置（已授权）

Published Books

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Research Projects

• 国家级，国家自然科学基金青年基金，小样本材料显微图像精准分割方法研究，主持,在研,
• 省部级，中国博士后面上基金，材料复杂显微图像分割与三维重构方法研究和应用，主持,在研,
• 横向，专利成果转化，多晶高温合金显微图像分析算法研发，主持,在研,