个人简历
主要研究方向:人工智能、计算机视觉在各类智能场景中的研究与应用、灾害监测、环境监测、行为监测、全景视频生成等。
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。 指导多名硕士研究生获得国家奖学金;2021-2023连续三年指导学生获校优秀硕士学位论文。 指导硕士研究生获研究生电子设计竞赛华中赛区一等奖2项、二等奖1项、全国三等奖1项。 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、计算机程序课程设计、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 学生毕业去向 阿里巴巴(北京)软件服务有限公司 国家知识产权局专利局专利审查协作湖北中心 中国移动通信集团设计院有限公司网络研发中心
比亚迪集团 武汉联影智元医疗科技有限公司 杭州行芯科技有限公司 广联达科技股份有限公司 禾信质谱 东风汽车集团有限公司技术中心 东风智新科技股份有限公司 南方电网数字电网集团有限公司
深圳开立生物医疗科技股份有限公司
中车株洲电力机车研究所有限公司
武汉大学博士(3人) 湖南大学博士(1人) 学术论文 [1] Jun Chen, Liling Yang, Wei Liu, Xin Tian, Jiayi Ma. LENFusion: A Joint Low-Light Enhancement and Fusion Network for Nighttime Infrared and Visible Image Fusion, IEEE Transactions on Instrumentation and Measureme nt, 2024(73):5018715 T1 [2] Jun Chen, Jianfeng Ding, Jiayi Ma. HitFusion: Infrared and visible image fusion for highlevel vision tasks using transformer, IEEE Transactions on Multimedia, 2024(26): 10145-10159 T1 Jun Chen, Aoyu Zhu, Yang Yu, Jiayi Ma. Multiview Stereo via Noise Suppression PatchMatch, IEEE Transactions on Instrumentation and Measurement, 2024(73):5011013. T1 [3] 陈珺,高海宽,李梓贤."基于半投影翘曲的无人机图像拼接方法",计算机应用研究,2024, 41(1):301-305. T5 [4] Kangle Wu, Jun Chen, Yang Yu, Jiayi Ma. ACE-MEF: Adaptive Clarity Evaluation-Guided Network with Illumination Correction for Multi-exposure Image Fusion, IEEE Transactions on Multimedia, 2023(25):8103-8118. T1 [5] Kangle Wu, Jun Chen, Jiayi Ma. DMEF: Multi-exposure Image Fusion Based on A Novel Deep Decomposition Method, IEEE Transactions on Multimedia, 2023(25):5690-5703. T1 [6] Jun Chen, Jianfeng Ding, Yu Yang and Wenping Gong. THFuse: An Infrared and Visible Image Fusion Network using Transformer and Hybrid Feature Extractor".Neurocomputing,2023(527):71-82. T2 [7] Jun Chen, Meng Yang, Wenping Gong, and Yang Yu. Multi-neighborhood Guided Kendall Rank Correlation Coefficient for Feature Matching. IEEE Transactions on Multimedia, 2023(25):7113-7127. T1 [8] Jun Chen, Meng Yang, Chengli Peng, Wenping Gong. Robust Feature Matching via Local Consensus. IEEE Transactions on Geoscience and Remote Sensing, 2022(60):5618416. T1 [9] Jun Chen, Kangle Wu,Yang Yu and Linbo Luo.CDP-GAN: Near-Infrared and Visible Image Fusion Via Color Distribution Preserved GAN. IEEE/CAA Journal of Automatica Sinica,2022, 9(9):1698-1701. T2 [10] 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(60):4706413. T1 [11] Jun Chen, Zixian Li, Chengli Peng, Yong Wang, Wenping Gong. UAV Image Stitching Based on Optimal Seam and Half-Projective Warp. Remote Sensing, 2022, 14(5):1068. T2 [12] Jun Chen, Xu Weifeng, Chengli Peng, Yu, Yang,Wenping Gong. Reliable Label-Supervised Pixel Attention Mechanism for Weakly Supervised Building Segmentation in UAV Imagery. Remote Sensing, 2022, 14(13):3196 T2 [13] 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. T1 [19] 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. T1 [20] 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 T1 [35] 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. [36] 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. [37] 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. [38] 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. [39 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. [40] 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. [49] 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. [50] 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. [51] 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. [52] 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.
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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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