副教授—郑煜辰

发布者:信息科学与技术学院发布时间:2021-09-10浏览次数:4034

郑煜辰

   

副教授

      

博士研究生

      

15610007856

办公室 

绿2-407

      

计算机科学与技术系

      

系副主任

电子信箱

ouczyc@outlook.com

      


个人主页


u  学习经历

20109-20146月 中国海洋大学计算机科学与技术专业,学士

20149-20176月 中国海洋大学计算机技术专业,硕士

201710-20209月 日本国立九州大学信息智能工程专业,博士

u  工作经历

202012月至今 BET体育365投注官网 副教授

u  研究领域

模式识别与机器学习,文档识别分析,手写签名鉴定,医学图像处理,数据挖掘

u  荣誉及奖励

第十六届自治区自然科学优秀学术论文一等奖

2019 Excellent Presentation Award of the IEEE Fukuoka Section

u  开授课程

本科课程:《数据结构》《应用人工智能》《编译原理》

研究生课程:《机器学习》《科技论文写作》

u  教学及科研成果

3年代表性科研成果y

Y. Pan, Q. Zhao*, X. Zhao, X. Wang, X. Long, Y. Zheng*. “A transformer-based Siamese network and an open optical dataset for semantic change detection of remote sensing images”, International Journal of Digital Earth, 2022. (通讯作者,IF: 4.606, SCI 一区Top)

P. Yuan, Q. Zhao*, Y. Zheng*, X. Wang, B. Hu. “Capturing Small Objects and Edges Information for Cross-Sensor and Cross-Region Land Cover Semantic Segmentation in Arid Areas”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022. (通讯作者,IF:4.715, SCI 三区)

X. Wang, Q. Zhao*, P. Jiang, Y. Zheng, L. Yuan, P. Yuan. “LDS-YOLO: A lightweight small object detection method for dead trees from shelter forest”, Computers and Electronics in Agriculture, 2022. (IF: 6.757, SCI 一区Top)

Y. Zheng*, B. K. Iwana, M. I. Malik, S. Ahmed, W. Ohyama, S. Uchida, “Learning the Micro Deformations from Max-pooling for Offline Signature Verification”, Pattern Recognition, 2021. (IF:8.518, SCI一区Top)

Y. Zheng*, Y. Zheng, D. Suehiro, S. Uchida, “A Top-Rank Convolutional Neural Network for Medical Image-based Diagnosis”, Pattern Recognition, 2021. (IF:8.518, SCI一区Top)

Y. Zheng*, B.K. Iwana, S. Uchida. “Mining the Displacement of Max-pooling for Text Recognition”. Pattern Recognition, 2019. (IF:8.518, SCI一区Top)

L. Yuan, Q. Zhu, Y. Zheng*, W. Dong, Y. Ke, Z. Li. “Temporal Smoothness Framework: Analyzing and Exploring Evolutionary Transition Behavior in Dynamic Networks”. In 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI). (通讯作者,CCF Rank: C)

X. Zhao, C. Liu, B. Zhang, L. Yuan, Y. Zheng*. “Multi-view Representation Learning with Deep Features for Offline Signature Verification”. In 2021 International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom). (通讯作者,CCF Rank: C

L. Yuan, Y. Ke, Y. Xie, Q. Zhao, Y. Zheng*. “DCNMF: Dynamic Community Discovery with Improved Convex-NMF in Temporal Networks”. In 2021 International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom). (通讯作者,CCF Rank: C)

Y. Zheng*, W. Ohyama, B. K. Iwana, S. Uchida. “Capturing Micro Deformations from Pooling Layers for Offline Signature Verification”. In 2019 International Conference on Document Analysis and Recognition (ICDAR). (Core Rank: A, CCF Rank: C)

Y. Zheng, Y. Zheng*, W. Ohyama, D. Suehiro, S. Uchida. “RankSVM for Offline Signature Verification”. In 2019 International Conference on Document Analysis and Recognition (ICDAR). (通讯作者,Core Rank: A, CCF Rank: C)

u  学术与社会服务

主席:亚洲人工智能技术大会分会主席 (ACAIT 2023 Session Co-Chair)


委员:国际文档识别分析程序委员会 (ICDAR 20212023 PC Member),国际人工神经网络会议委员会 (ICANN 20212022 PCMember),图像与信号处理国际会议程序委员会 (ISPR 2021 PC Member)


会员:中国计算机学会,中国自动化学会,中国人工智能学会


评审专家:Pattern Recognition, MultimediaSystems,IEEE TCSVT, IEEE TNNLS, IJDAR, IET Image Processing, IJCAS等期刊审稿人, ICANN, ICDAR, IJCNN, ICFHR, CVPR, IJCAI等国际会议审稿人

u  科研项目

国家重点研发计划子课题

国家级高层次人才项目

BET体育365投注官网高层次人才引进启动项目

BET体育365投注官网创新培育人才项目


研究生招生条件:具有良好的编程,数学,英语能力,自我驱动力较强,自律能力良好,优秀研究生可推荐至日本,英国,德国或国内高水平大学继续深造和学习。

  


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