陈子仪 简历

陈子仪，华侨大学，计算机科学与技术系，副教授，系副主任

研究兴趣主要包括：深度学习、计算机视觉、模式识别、机器学习以及遥感数据信息提取和智能化处理。在遥感图像领域，以第一作者身份在SCI一区top期刊《International Journal of Applied Earth Observations and Geoinformation》、SCI 一区top期刊IEEE Transactions on Geoscience and Remote Sensing、SCI一区top期刊IEEE Transactions on Intelligent Transportation Systems、SCI二区TOP期刊《remote sensing》、SCI三区期刊《Journal of Selected Topics in Applied Earth Observations and Remote Sensing》等国际权威期刊会议发表论文十余篇。

教育经历：

1.2012/09-2016/06, 厦门大学,通信工程系,博士,导师：王程

2.2010/09-2012/06, 厦门大学,计算机科学与技术系,硕士,导师：王程

3.2006/09-2010/06, 东北大学秦皇岛分校,计算机科学与技术,学士

科研与学术工作经历：

1. 2016/10-至今,华侨大学,计算机科学与技术学院

主持或参加科研项目（课题）情况：

1.国家自然科学基金青年项目，62001175，高效训练集获取与成像缺失鲁棒的层级高分光学遥感图像道路提取，2021/01-2023/12，在研，主持

2.福建省自然科学基金面上项目，2019J01081，地空光学图像空间配准方法研究，2019/04-2022/04，在研，主持

3.  横向项目，遥感图像超分辨率重建技术开发，2020/0901-2021/06, 在研，主持

3.福建省智慧城市感知与计算重点实验室开放基金，605-54317138，高分辨率光学遥感影像道路提取技术开发，2017/11-2018/11，已结题，主持

4.华侨大学高层次引进人才基金，Z16X0115，高分辨率光学遥感图像小目标检测，2016/09-2019/09，已结题，主持

一、代表性论著；

1. Ziyi Chen, Yuhua Luo, Yiping Chen, Jing Wang, Dilong Li, Kyle Gao, Cheng Wang, Jonathan Li*, BrGAN: Blur Resist Generative Adversarial Network With Multiple Joint Dilated Residual Convolutions for Chlorophyll Color Image Restoration, in IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-12, 2023, doi:https://doi.org/10.1109/TGRS.2023.3324993.(SCI一区，JCR 一区，Top期刊).

2. Ziyi Chen, Yuhua Luo, Jing Wang, Jonathan Li, Cheng Wang, Dilong Li*,DPENet: Dual-path extraction network based on CNN and transformer for accurate building and road extraction,International Journal of Applied Earth Observation and Geoinformation,doi:10.1016/j.jag.2023.103510.(SCI一区，JCR 一区，Top期刊).

3. Ziyi Chen, Liai Deng, Jing Gou, Cheng Wang, Jonathan Li, Dilong Li*,Building and road detection from remote sensing images based on weights adaptive multi-teacher collaborative distillation using a fused knowledge,International Journal of Applied Earth Observation and Geoinformation,Vol.124,2023,103522,doi:https://doi.org/10.1016/j.jag.2023.103522.(SCI一区，JCR 一区，Top期刊).

4. Ziyi Chen, Wentao Fan，Bineng Zhong，Jonathan Li，Jixiang Du，Cheng Wang^*，Corse-to-Fine Road Extraction Based on Local Dirichlet Mixture Models and Multiscale-High-Order Deep Learning, IEEE Transactions on Intelligent Transportation Systems, 2020，vol. 21，pp. 4283-4293， doi：https://doi.org/10.1109/TITS.2019.2939536 . (SCI一区，JCR 一区，Top期刊).

5. Ziyi Chen, Cheng Wang, Jonathan Li, Wentao Fan, Jixiang Du and Bineng Zhong^*, Adaboost-like End-to-End Multiple Lightweight U-Nets for Road Extraction from Optical Remote Sensing Images, International Journal of Applied Earth Observation and Geoinformation,2021,vol.100,102341,doi: https://doi.org/10.1016/j.jag.2021.102341 .（SCI一区，JCR 一区， Top 期刊）

6. Ziyi Chen, Cheng Wang*，Chenglu Wen，Xiuhua Teng, Yiping Chen，Haiyan Guan，Huan Luo，Liujuan Cao，Jonathan Li，Vehicle Detection in High-Resolution Aerial Images via Sparse Representation and Superpixels, IEEE Transactions on Geoscience and Remote Sensing, 2015, vol. 54， pp. 103-116，doi: https://doi.org/10.1109/TGRS.2015.2451002 . (SCI一区，JCR 一区，Top期刊).

7. Ziyi Chen, Cheng Wang^*， Huan Luo, Hanyun Wang, Yiping Chen，Chenglu Wen，Yongtao Yu，Liujuan Cao，Jonathan Li，Vehicle Detection in High-Resolution Aerial Images Based on Fast Sparse Representation Classification and Multi-Order Feature, IEEE Transactions on Intelligent Transportation Systems, 2016, vol. 17(8)，pp. 2296-2309，doi：https://doi.org/10.1109/TITS.2016.2517826 .  (SCI一区， JCR 一区，Top期刊)

8. Ziyi Chen, Cheng Wang, Jonathan Li, Nianci Xie, Yan Han and Jixiang Du^*. Reconstruction Bias U-Net for Road Extraction from Optical Remote Sensing Images, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, vol. 14, pp. 2284-2294, doi: https://doi.org/10.1109/JSTARS.2021.3053603 . (SCI二区, JCR 一区)

9. Chen, Ziyi, Ruixiang Luo, Jonathan Li, Jixiang Du and Cheng Wang^*. U-Net Based Road Area Guidance for Crosswalks Detection from Remote Sensing Images. Canadian Journal of Remote Sensing, 2021, vol. 47, pp. 83 - 99, doi: https://doi.org/10.1080/07038992.2021.1894915 . (SCI三区, JCR 一区)

10. Chen, Ziyi, Cheng Wang^*, Chaohong Huang, Hongyan Fu, H. Luo and Hanyun Wang. Audio signal reconstruction based on adaptively selected seed points from laser speckle images. Optics Communications, 2014, vol. 331, pp. 6-13, doi: https://doi.org/10.1016/J.OPTCOM.2014.05.038.  (SCI三区, JCR 一区)

11. Ziyi Chen, Cheng Wang, Jonathan Li, Bineng Zhong, Jixiang Du, Wentao Fan^*, Combined Improved Dirichlet Models and Deep Learning Models for Road Extraction from Remote Sensing Images, Canadian Journal of Remote Sensing, 2021, doi: https://doi.org/10.1080/07038992.2021.1937087. (SCI 三区，JCR一区)

12. Ziyi Chen, Dilong Li, Wentao Fan, Haiyan Guan, Cheng Wang and Jonathan Li^*，Self-Attention in Reconstruction Bias U-Net for Semantic Segmentation of Building Rooftops in Optical Remote Sensing Images, 2021, vol. 13, pp. 2524, doi: https://doi.org/10.3390/rs13132524. (SCI 二区，JCR一区，TOP期刊)

二、论著之外的代表性研究成果和学术奖励。

1、 获得学术奖励

陈子仪^#，《高分辨率光学遥感图像小目标检测技术研究》，福建省优秀博士论文，2016 (指导老师：王程).

2、获得发明授权

王程，陈子仪^#，王晓忠，黄朝红，付宏燕，一种基于激光散斑图像进行语音信号重建的方法，2016.08.24，CN201410015869.3

3、获得国际学术奖

Ziyi Chen^#，Liujuan Cao，Yu Zang，Yiping Chen，Cheng Wang，Jonathan Li，International Conference on Computer Vision in Remote Sensing(CVRS) 2015 Best Paper Award，2015.08.30.

指导学生获奖情况：

研究方向：遥感图像智能处理，数字孪生城市智慧感知和计算，人工智能，深度学习，机器视觉