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Ph.D. student, |
I am currently an incoming Ph.D. student at Beihang University, where I am supervised by Prof. Zhong Zhou.
Before that, I received the M.Eng. degree in the Control Engineering from Hebei University of Technology in 2020.
I obtained my B.Sc. degree in the intelligent science and technology in June 2017 from Hebei University of Technology for Nationalities. In the same year, I was admitted to study for an M.Sc degree at Hebei University of Technology without entrance examination.
Research Interests: Computer Vision, Machine Learning, Smart Transportation.
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M. S., Hebei University of Technology, Tianjin [2017.9 ~ 2020.7]
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B. Sc, Hebei University of Technology, Tianjin [2013.9 ~ 2017.7]
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HSIC-based Moving Weight Averaging for Few-Shot Open-Set Object Detection
Binyi Su, Hua Zhang, Zhong Zhou
Proceedings of the 31st ACM International Conference on Multimedia (MM'23), 2023. (CCF A, Top Conference)[PDF]
FSRDD: An Efficient Few-Shot Detector for Rare City Road Damage Detection
Binyi Su, Hua Zhang, Zhaohui Wu, Zhong Zhou
IEEE Transactions on Intelligent Transportation Systems, 2022, early access. (CCF B, Top journal, IF:9.5)[PDF]
PVEL-AD: A Large-Scale Open-World Dataset for Photovoltaic Cell Anomaly Detection
Binyi Su, Zhong Zhou, Haiyong Chen
IEEE Transactions on Industrial Informatics TII, 2022. [Top journal, IF:10.2][PDF]
Deep Learning-Based Solar-Cell Manufacturing Defect Detection With Complementary Attention Network
Binyi Su, Haiyong Chen, Peng Chen, Guibin Bian, Kun Liu, Weipeng Liu
IEEE Transactions on Industrial Informatics (TII), 2021, 17(6):4084-4095. [Top journal, IF:10.2][PDF]
BAF-Detector: An Efficient CNN-Based Detector for Photovoltaic Cell Defect Detection
b>Binyi Su, Haiyong Chen, Zhong Zhou
IEEE Transactions on Industrial Electronics (TIE), 2022, 69(3):3161-3171. [Top journal, IF:8.2][PDF]
RCAG-Net: Residual Channelwise Attention Gate Network for Hot Spot Defect Detection of Photovoltaic Farms
Binyi Su, Haiyong Chen, Kun Liu, Weipeng Liu
IEEE Transactions on Instrumentation and Measurement TIM, 2021. [JCR Q1, IF:5.3][PDF]
Classification of Manufacturing Defects in Multicrystalline Solar Cells With Novel Feature Descriptor
Binyi Su, Haiyong Chen, Yifan Zhu, Weipeng Liu, Kun Liu
IEEE Transactions on Instrumentation and Measurement (TIM), 2019, 68(12):4675-4688. [JCR Q1, IF:5.3][PDF]
Event-Based High Frame-Rate Video Reconstruction With A Novel Cycle-Event Network
Binyi Su
2020 IEEE International Conference on Image Processing (ICIP), 2020. [CCF C]
SIGAN: A Novel Image Generation Method for Solar Cell Defect Segmentation and Augmentation
Binyi Su, Zhong Zhou, Haiyong Chen, Xiaochun Cao
Under Review
Static Charging Pile deployment Method Based on Clique Partition
Ping Zhong, Aikun Xu, Xiaoyan Kui and Yiwen Zhang
China Invention Patent, Publication Patent Number: CN109872070A
智慧城市空间场景视频信息采集规范
苏德国,周忠,谭贝贝,周颐,赵瑞,钱晓东,伍朝辉,袁德宝,田原,赵玉玲,苏斌义,孙立坚,姚方芳,何耀彬,刘超
送审稿: CH20215327
城市空间采集、建模与虚实融合动态仿真系统:课题1. 城市空间采集、建模与虚实融合动态仿真共性技术
编制科技报告、自评价报告;
国家重点研发计划, 项目编号:2018YFB2100601
基于图像语义理解的场景三维恢复
参与;
国家自然科学基金项目, China, No. 61872023