副教授
仪器科学与技术,仪器仪表工程
zhaoxiaoyan@ustb.edu.cn
个人信息:
中国仪器仪表学会环境与安全检测仪器分会 理事;北京自动化学会 理事
研究方向:
太赫兹光谱探测技术,环境安全监测
在顺德创新学院的基础科研条件:
本团队依托顺德光电及波谱检测技术研发实验室已顺利完成科技部重点研发项目子课题2项,授权发明专利3项,授权实用新型专利1项,制定行业标准1项(完成报批稿,待审批)。
代表性成果:
(1) Xianhao Wu; Rui Tao; Zhiyan Sun; Tianyao Zhang; Xingyue Li; Yuan Yuan; Shaowen Zheng; Can Cao; Zhaohui Zhang; Xiaoyan Zhao; Pei Yang. "Ensemble learning prediction framework for EGFR amplification status of glioma based on terahertz spectral features."?Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy (2024): 124351. ( SCI 共同通讯作者 )
(2) Xianhao Wu; Rui Tao; Tianyao Zhang; Xing Liu; Jiangfei Wang; Zhaohui Zhang; Xiaoyan Zhao; Pei Yang ; Biomedical applications of terahertz spectra in clinical and molecular pathology of human glioma, Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy , 2022, 285:121933 ( SCI 共同通讯作者 )
(3) Zhiyan Sun; Xianhao Wu; Rui Tao; Tianyao Zhang; Xing Liu; Jiangfei Wang; Haibin Wan; Shaowen Zheng; Xiaoyan Zhao; Zhaohui Zhang; Pei Yang ; Prediction of IDH mutation status of glioma based on terahertz spectral data, Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy , 2023, 295: 122629 ( SCI 共同通讯作者 )
(4) Xiaoyan Zhao , Pengfei Zhao , Yuguo Yin , Luqi Tao ,Jianfeng Yan, and Zhaohui Zhang. Label Design and Extraction in High-Temperature Logistics Based on Concave Coding and MLFFA-DeepLabV3+ Network [J] Journal of Advanced Computational Intelligence and Intelligent Informatics, 2023 Vol.27(5):467-473.
(5)Xiaoyan Zhao , Ruiguang Chen , Jianwei Li , Chunlei Li, Yan Chen , Tianyao Zhang , and Zhaohui Zhang . Framework Design of an Edge Gateway System Supporting Multi-Protocol Standardized Access Detection [J] Journal of Advanced Computational Intelligence and Intelligent Informatics, 2023 Vol.27(3):431-437.
(6)Xiaoyan Zhao , Jianwei Li , Ruiguang Chen , Chunlei Li, Yan Chen , Tianyao Zhang , and Zhaohui Zhang. Design and Implementation of Environmental Monitoring [J] Journal of Advanced Computational Intelligence and Intelligent Informatics, 2022 Vol.26(5):715-721.System Based on Multi-Protocol Fusion Internet of Things.
(7)Huailiang Xia, Xiaoyan Zhao, Yan Chen, Tianyao Zhang,Yuguo Yin, and Zhaohui Zhang. Human Motion Capture and Recognition Based on Sparse Inertial Sensor[J]. Journal of Advanced Computational Intelligence and Intelligent Informatics, 2023, 27(5): 915-922.
(8)Xiaoyan Zhao,Wenjing Zhang, Tianyao Zhang, and Zhaohui Zhang Cross-View Gait Recognition Based on Dual'stream Network[J]. Journal of Advanced Computational Intelligence and Intelligent Informatics, 2021, 25(5): 671-678.
专利
(1) 一种冰球手套灵巧性及活动范围测试方法及测试系统, ZL202111643738.6。
(2) 一种冰球手套灵巧性及活动范围测试装置,ZL2021233828418.
(3) 一种具有异构设备交互功能的边缘计算网关系统, ZL2022103833990
(4) 一种基于涡流效应的高温物流凹陷码检测系统 ZL 202111387321.8
(5) 一种基于视频图像处理的髁突运动轨迹描记装置, ZL202111659826.5
(6) 一种基于深度视觉的可穿戴导盲设备及服务器, 2020105292618
(7) 一种太赫兹实验环境的智能监测系统及监测方法, 2015100072004
软件著作权
(1) 基于阻抗测量的高温物流编码译码软件V1.0,登记号2021SR0960592。
(2) 基于Lora协议的高温物流数据无线传输显示系统软件V1.0,登记号2021SR083485。
(3) 基于阵列式传感器测量的高温物流编码软件V1.0,登记号2021SR083486。
(4) 基于光学图像的产品编码识别软件V1.0,登记号2021SR083492。
科研项目
科技部, 国家重点研发计划, 2020YFF0304704, 穿戴式冰雪运动装备运动效能关键参数测试技术及设备研发, 2020-10 至 2023-12, 127.8万元, 结题, 参与
科技部, 国家重点研发计划, 2019YFB2101902, 异构端设备多协议无缝接入与不确定性数据融合,2019-12 至 2022-11, 125万元, 结题, 参与