陈珺 (副教授)

副教授 硕士生导师

性别:女

毕业院校:华中科技大学

学历:研究生(博士)毕业

学位:工学博士学位

所在单位:自动化学院

职务:Associate Professor

学科:自动化

办公地点:中国地质大学(武汉)自动化学院

联系方式:027-67883096

Email:

个人简历





      陈珺,女,通信与信息系统专业博士,中国地质大学(武汉)自动化学院副教授。主要研究方向:计算机视觉、模式识别、图像融合、图像拼接、图像处理技术在自然灾害及环境监测方面的应用等。

      2004年6月硕士毕业留校任教。2014年3月博士毕业于华中科技大学通信与信息系统专业。2015年10月-2016年10月,国家公派在美国西北大学访问学习一年。

      长期从事计算机视觉相关研究工作。主持国家自然科学基金面上项目1项,国家自然科学基金青年基金项目1项、湖北省自然科学基金面上项目1项、湖北省晨光计划项目1项、湖北省知识产权项目1项、教育部产学合作协同育人项目1项、中央高校优秀青年教师基金项目1项;参与国家及省部级项目多项;在国内外期刊会议上发表论文40余篇,其中顶级期刊论文10余篇,ESI高被引论文1篇;出版学术专著1部;已授权国家发明专利6项,授权软件著作权15项。


      担任CSIG图像视频通信专业委员会委员,CCF多媒体技术专业委员会委员;担任Remote Sensing和Frontiers期刊Special Issue的客座编辑;担任多个期刊的审稿人。


      指导硕士研究生获得国家奖学金、校级优秀硕士学位论文。


教育经历         


2002年6月  本科                                中国地质大学(武汉)电子信息工程专业


2004年6月  硕士 (提前一年毕业)  中国地质大学(武汉)通信与信息系统专业


2014年3月  博士                                华中科技大学通信与信息系统专业 


工作经历         


中国地质大学(武汉)            |  自动化学院            |  副教授 



教授课程        


C++语言程序设计、计算机程序设计基础、面向对象软件开发技术、模式识别



出版专著        


《图像特征匹配算法研究及其应用》,科学出版社,2019.10.1



学术论文        


[1] Jun Chen, Meng, Yang, Chengli Peng, Wenping Gong. Robust Feature Matching via Local Consensus. IEEE Transactions on Geoscience and Remote Sensing, 2022, DOI: 10.1109/TGRS.2022.3151226.
[2] Jun Chen, Yuxuan Jiang, Linbo Luo, Wenping Gong. ASF-Net: Adaptive Screening Feature Network for Building Footprint Extraction from Remote Sensing Images.  IEEE Transactions on Geoscience and Remote Sensing, 2022, DOI:10.1109/TGRS.2022.3165204.
[3] Jun Chen, Zixian Li, Chengli Peng, Yong Wang, Wenping Gong. UAV Image Stitching Based on Optimal Seam and Half-Projective Warp. Remote Sensing, 2022, DOI: 10.3390/rs14051068. 
[4] Jun Chen, Xuejiao Li, Linbo Luo, Jiayi Ma. Multi-focus Image Fusion Based on Multi-scale Gradients and Image Matting. IEEE Transactions on Multimedia, 2022(24):655-667.
[5] Jun Chen, Xuejiao Li, Kangle Wu. Infrared and Visible Image Fusion Based on Relative Total Variation Decomposition. Infrared Physics and Technology,123(2022) 104112._
[6] Jun Chen, Yue Gu, Linbo Luo, Yong Wang, Wenping Gong. Two‑view Correspondence Learning via Complex Information Extraction. Multimedia Tools and Applications, 2021, 81(3):3939-3957
[7] Quan Xu, Jun Chen, Linbo Luo, Wenping Gong, and Yong Wang. UAV Image Stitching Based on Mesh-guided Deformation and Ground Constraint,IEEE Journal of  selected topics in Applied Earth Observations and Remote Sensing, 2021(14): 4465-4475.
[8] Jun Chen, Kangle Wu, Zhuo Cheng, Linbo Luo. A saliency-based multiscale approach for infrared and visible image fusion. Signal Processing, 2021, 182(4):107936.
[9] Jun Chen, Xuejiao Li, Linbo Luo, Xiaoguang Mei, and Jiayi Ma. Infrared and Visible Image Fusion Based on Target-enhanced Multiscale Transform Decomposition. Information Sciences, 2020(508): 64-78.

[10] Jun Chen, Ganbei Wang, Linbo Luo, Wenping Gong and Zhan Cheng. Building Area Estimation in Drone Aerial Images Based on Mask R-CNN. IEEE Geosciences and Remote Sensing Letter, 2020, 18(5): 891-894.

[11] Qi Wan, Jun Chen, Linbo Luo, Wenping Gong, Longsheng Wei. Drone Image Stitching Using Local Mesh-Based Bundle Adjustment and Shape-Preserving Transform. IEEE Transactions on Geoscience and Remote Sensing. 2021,59(8), 7027-7037
[12] Jun Chen, Huimin Liu, Linbo Luo, Dapeng Luo, Wenping Gong. Mismatch Removal for Remote Sensing Images Based on Non-Rigid Transformation and Local Geometrical Constraint, IEEE Access, 2019(7): 47451-47460.
[13] Jun Chen, Quan Xu, Linbo Luo, Yongtao Wang, Shuchun Wang. A Robust Method for Automatic Panoramic UAV Image Mosaic, Sensors, 2019, 19(8): 1898.
[14] Jun Chen, Qi Wan, Linbo Luo, Yong Wang, Dapeng Luo. Drone Image Stitching Based on Compactly Supported Radial Basis Function. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2019, 12(11): 4634-4643.
[15] Jiahao Wang, Jun Chen, Huihui Xu, Shuaibin Zhang, Xiaoguang Mei, Jun Huang, and Jiayi Ma. Gaussian Field Estimator with Manifold Regularization for Retinal Image Registration. Signal Processing, 2019, 157: 225-235.
[16] Jun Chen, Linbo Luo, Chengyin Liu, Jin-Gang Yu, and Jiayi Ma. Nonrigid Registration of Remote Sensing Images via Sparse and Dense Feature Matching. JOSA A: 2016, 33(7): 1313-1322.
[17] Yong Ma, Jun Chen, Chen Chen, Fan Fan, and Jiayi Ma. Infrared and Visible Image Fusion Using Total Variation Model. Neurocomputing, 2016, 202: 12-19.
[18] Jun Chen, Yong Wang, Linbo Luo, Jin-Gang Yu, and Jiayi Ma. Image Retrieval based on Image-to-Class Similarity. Pattern Recognition Letters: 2016, 83: 379-387.
[19] Jun Chen, Linbo Luo, Chengyin Liu, Jingang Yu, JiayiMa. Non-Rigid Registration of Remote Sensing IImages via Sparse and Dense Feature Matching.  Journal of Optical Society of America A, 2016, 33(7): 1313-1322.
[20] Jun Chen, Yong Wang, Linbo Luo, Jin-Gang Yu, Jiayi Ma. Image Retrieval based on Image-to-Class Similarity. Pattern Recognition Letters, 2016, 83:379-387.
[21] Jun Chen, Jiayi Ma, Changcai Yang, Li Ma, Sheng Zheng. Non-Rigid Point Matching via Coherent Spatial Mapping, Signal Processing, Vol.106, Jan 2015: 62–72.
[22] Jun Chen, Jiayi Ma, Changcai Yang, Jinwen Tian. Mismatch Removal via Coherent Spatial Relations, Journal of Electronic Imaging, Vol.23, No.4, Jul/Aug 2014: 043012-1-043012-12.
[23] Jun Chen, Tao han, Guangjun Wang, Yang Yu, Zhihua Yu, Linbo Luo. A Robust Method or Remote Sensing Image Registration, International Conference on Soft Computing and SoftwareEngineering, Feb 2013.
[24] Jun Chen, Yu Zhou, Yajun Gao, Bo Wang, Linbo Luo, Wenyu Liu. Effective Improved Graph Transduction, Journal of Software, 2011, 6(7): 1353-1360.
[25] Jun Chen, Yu Zhou, Zhijun Yao, Linbo Luo, Bo Wang, Wenyu Liu. Unsupervised Clustering Using Graph Transduction, International Conference on Biomedical Engineering, 2010: 116-119.

[26] Jiayi Ma, Jun Chen, Delie Ming, Jinwen Tian. A Mixture Model for Robust Point Matching under Multi-layer Motion, PLoS ONE, Vol.9, No.3, 2014.

[27] Linbo Luo, Jun Chen, Sang-Woo An, et al. A Novel Imaging Method for Cell Phone Camera in Low Ambient Light Conditions Using Flash and No-Flash Image Pairs, IEICE Transactions on Information and Systems, Vol.E96-D, No.4, 2013.

[28] Linbo Luo, Jun Chen, Sang-Woo An, et al. Look-up Table-Based Hardware Implementation of Bird’s-Eye View System for Camera Mounted on Vehicle, International Journal of Digital Content Technology and its Applications, Vol.6, No.15, 2012: 143-154.

[29] Jun Chen, HongSheng Mai, Linbo Luo, Xiaoqiang Chen, Kangle Wu. Effective Feature Fusion Network in BIFPN for Small Object Defection, 2021 IEEE International Conference on Image Processing (ICIP), September 19-22, 2021, Anchorage, Alaska.

[30] Jun Chen, Yuxuan Jiang, Linbo Luo, Yue Gu, Kangle Wu. Building Footprint Generation by Integrating U-NET with Deepened Space Module. 2021 IEEE International Conference on Image Processing (ICIP), September 19-22, 2021, Anchorage, Alaska.

[31] Jun Chen, Zixian Li, Linbo Luo, UAV Panoramic Image Mosaic Method Based on Improved Optimal Seam. International Geoscience and Remote Sensing Symposium (IGARSS), July12-16, 2021, Brussels.
[32] Jun Chen,Yue Gu,Linbo Luo. Learning to Find Good Correspondences Based on Global and Local Attention Mechanism. 2021 China Automation Congress (CAC), October 22-24, 2021, Beijing.
[33] Jun Chen, Xiaoqiang Chen, Linbo Luo, Ganbei Wang. Contextual Information Fusion for Small Object Detectio. 2021Chininese Control Conference, July 26-28,2021, Shanghai.
[34] Quan Xu, Linbo Luo, Jun Chen, Wenping Gong, Donghai Guo, UAV Image Mosaicing Based Multi-Region Local Projection Deformation. 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), September 26-October 2, 2020, Virtual Symposium.
[35] Qi Wan, Linbo Luo, Jun Chen, Yong Wang, Donghai Guo, Drone Image Stitching Using Local Least Square Alignment. 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), September 26-October 2, 2020, Virtual Symposium.
[36] Jun Chen, Kangle Wu, Linbo Luo, Xiaoqiang Chen, Yue Gu, Xin Tian, Multiscale Infrared and Visible Image Fusion Based on Phase Congruency and saliency. 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), September 26-October 2, 2020, Virtual Symposium.
[37] Jun Chen, Huimin Liu, Linbo Luo, Wenping Gong, Xuejiao Li. Mismatch Removal for Remote Sensing Images Based on Non-rigid TPS Transformation and Local Geometrical Constraint, 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 28-August 2,2019, Yokohama.
[38] Linbo Luo, Qi Wan, Jun Chen, Yongtao Wang, Xiaoguang Mei. A Robust Method for Automatic Panoramic UAV Image Mosaic, 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 28-August 2, 2019, Yokohama.
[39] Linbo Luo, Quan Xu, Jun Chen, Tao Lu, Yong Wang.  Drone Image Stitching Guided By Robust Elastic Warping and Locality Preserving Matching, 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), July 28-August 2, 2019, Yokohama.

[40] Xingyu Jiang, Jiayi Ma, and Jun Chen. Progressive Filtering for Feature Matching. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May12-17, 2019, Brighton.

[41] Jun Chen, Linbo Luo, Siwei Wang, Hui Wu. Automatic Panoramic UAV Image Mosaic Using ORB Features and Robust Transformation Estimation, The 37th Chinese Control Conference (CCC), July 27-30, 2018, Wuhan.

[42] Jun Chen, Yu Zhou, Zhijun Yao, Linbo Luo, Bo Wang, Wenyu Liu. Unsupervised Clustering Using Graph Transduction, International Conference on Biomedical Engineering, 2010: 116-119.

[43] Jun Chen, Yu Zhou, Bo Wang, Linbo Luo, Wenyu Liu. Rapid Shape Retrieval Using Improved Graph Transduction. 2009 IEEE Conference on Information Engineering and Computer Science, ICIECS 2009, Wuhan, 2009.12.19-2009.12.20.

 

 

研究方向

  • [1]   计算机视觉 模式识别 图像融合 视频拼接 地质灾害监测 环境监测

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