尹鹏帅

副研究员

学习&工作经历：

2023-11 ~ 至今 人工智能与数字经济广东省实验室（深圳） 副研究员（自主机器智能团队）

2015-09 ~ 2023-09 华南理工大学 软件工程（博士，博士后）

2012-09 ~ 2015-04 华南理工大学 软件工程（硕士）

2008-09 ~ 2012-06 华南理工大学 软件工程（本科）

邮箱：yinpengshuai@gml.ac.cn

研究领域：图像处理（医疗图像处理，卫星遥感图像处理），多模态大模型，视觉语言导航

学术任职：Knowledge-based System，AAAI，MICCAI等会议期刊审稿人

荣誉头衔：深圳鹏城孔雀C类人才

代表性成果：中国博士后科学基金面上项目 ，基于深度学习的台风强度与轨迹估计算法研究，主持。

发表论文论著：

期刊论文

[1] Pengshuai Yin, Hongmin Cai, Qingyao Wu: DF-Net: Deep fusion network for multi-source vessel segmentation. Inf. Fusion 78: 199-208 (2022) (JCR Q1,IF=17.56)

[2] Pengshuai Yin, Yanwu Xu, Jinhui Zhu, Jiang Liu, Chang'an Yi, Huichou Huang, Qingyao Wu:Deep level set learning for optic disc and cup segmentation. Neurocomputing 464: 330-341 (2021)(JCR Q2,IF=5.779)

[3] Pengshuai Yin, Jiayong Ye, Guosheng Lin, Qingyao Wu: Graph neural network for 6D object pose estimation. Knowl. Based Syst. 218: 106839 (2021)(JCR Q1,IF=8.139)

[4] Pengshuai Yin, Rui Yuan, Yiming Cheng, Qingyao Wu: Deep Guidance Network for Biomedical Image Segmentation. IEEE Access 8: 116106-116116 (2020)(JCR Q2,IF=3.476)

[5] Pengshuai Yin, Yupeng Fang, Qilin Wan: Dual Attention Multiscale Network for Vessel Segmentation in Fundus Photography MATHEMATICS, no. 19 (2022) (JCR Q1,IF=2.592)

[6] Huihui Fang, Pengshuai Yin, Huanxin Chen, Yupeng Fang, Wan Chen, Jin Yuan, Risa Higashita, Jiang Liu, Yanwu Xu:Lens structure segmentation from AS-OCT images via shape-based learning. Comput. Methods Programs Biomed. 230: 107322 (2023)(JCR Q1,IF=7.027, 共同一作)

[7] Yuqi Yang, Pengshuai Yin, Zhihang Luo, Wenwen Gu, Renjie Chen, Qingyao Wu: Informative Feature Clustering and Selection for Gene Expression Data. IEEE Access 7: 169174-169184 (2019) (JCR Q2,IF=3.476,共同一作)

[8] José Ignacio Orlando, Huazhu Fu, João Barbosa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, Joonho Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Apoorva Sikka, Jaemin Son, Anton van den Hengel, Shujun Wang, Junyan Wu, Zifeng Wu, Guanghui Xu, Yong-Li Xu, Pengshuai Yin, Fei Li, Xiulan Zhang, Yanwu Xu, Hrvoje Bogunovic: REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs. Medical image analysis, (2020): 101570-101570 (JCR Q1, IF=13.828, ESI高被引)

会议论文

[1] Pengshuai Yin, Qingyao Wu, Yanwu Xu, Huaqing Min, Ming Yang, Yubing Zhang, Mingkui Tan:PM-Net: Pyramid Multi-label Network for Joint Optic Disc and Cup Segmentation. MICCAI (1) 2019: 129-137(医疗图像处理顶级会议)

[2] Pengshuai Yin, Mingkui Tan, Huaqing Min, Yanwu Xu, Guanghui Xu, Qingyao Wu, Yunfei Tong, Risa Higashita, Jiang Liu:Automatic Segmentation of Cortex and Nucleus in Anterior Segment OCT Images. COMPAY/OMIA@MICCAI 2018: 269-276

[3] Shihao Zhang, Yuguang Yan, Pengshuai Yin, Zhen Qiu, Wei Zhao, Guiping Cao, Wan Chen, Jin Yuan, Risa Higashita, Qingyao Wu, Mingkui Tan, Jiang Liu:Guided M-Net for High-Resolution Biomedical Image Segmentation with Weak Boundaries. OMIA@MICCAI 2019: 43-51(最佳论文)

[4] Fangyuan Xie, Pengshuai Yin, Zehui Ke, Ruizhou Sun, Ke Ding, Jian Chen, Qingyao Wu: Vehicle Segmentation with Coarse Distance Estimation Based on Monocular Vision. ICEBE 2021: 16-20

[5] Jiaju Wu, Pengshuai Yin, Xin Shu, Huichou Huang, Fei Liu, Qingyao Wu:A Vision-based Lane Departure Warning Framework. ICEBE 2021: 139-143

[6] Chang'an Yi, Yonghui Xu, Bo Xu, Jingtang Zhong, Zhen Zhu, Pengshuai Yin, Huaqing Min:A Novel Transfer Metric Learning Approach Based on Multi-Group. ROBIO 2018: 2184-2189

[7] Chang'an Yi, Huaqing Min, Jin-Hui Zhu, Xinshi Xu, Pengshuai Yin, Guofei Zheng:Affordance learning and inference based on vision-speech association in human-robot interactions. ROBIO 2017: 743-749

[8] Chang'an Yi, Guofei Zheng, Sheng Bi, Ronghua Luo, Pengshuai Yin, Xinshi Xu, Huaqing Min:Affordance triggering for arbitrary states based on robot exploring. ROBIO 2017: 1856-1861

[9] Chang'an Yi, Jiangjie Zhen, Yang Li, Yang Yi, Pengshuai Yin, Huaqing Min:A novel method to improve transfer learning based on mahalanobis distance. ROBIO 2017: 2279-2283

[10] Chang'an Yi, Huaqing Min, Jin-Hui Zhu, Pengshuai Yin:Affordance discovery based on intrinsic motivation in robots. ROBIO 2016: 88-93

申请专利：

[CN112418191B] 指纹识别模型构建方法、存储介质及计算机设备：侯舒文,尹鹏帅,陈子豪,杨光兴

[CN114282566A] 指纹的污渍去除模型构建方法和指纹识别传感器：姚毅,尹鹏帅

[CN114282567A] 指纹识别方法、指纹识别传感器及电子设备：陈子豪,尹鹏帅

[CN112560813B] 窄条形指纹的识别方法、存储介质及电子设备：杨光兴,尹鹏帅,陈子豪,侯舒文

[CN112560818B] 应用于窄条形指纹传感器的指纹识别方法及存储介质：陈子豪,尹鹏帅,侯舒文,杨光兴

[CN112699863B] 指纹增强方法、计算机可读存储介质及电子设备：尹鹏帅

[CN112418191B] 指纹识别模型构建方法、存储介质及计算机设备：侯舒文,尹鹏帅,陈子豪,杨光兴