教师主页移动版

综合介绍 General Introduction 教授，博士生导师，国家级海外博士后专项人才、西北工业大学翱翔海外学者，主要从事图像处理和机器学习领域的教学、科研工作。近年来在国际重要的期刊、会议上发表学术论文60余篇。以第一作者身份发表国际期刊及会议论文30余篇，ESI高被引论文1篇，包括SCI 1区TOP期刊IJCV, IEEE TIP, IEEE TCSVT, IEEE TBD, PR, MedIA, IEEE JBHI等，CCF A类会议论文CVPR, AAAI, ACM MM等。担任TPAMI、TIP、TNNLS、TMM、CVPR、ECCV、ICCV、ACCV审稿人，担任中国计算机学会人工智能与模式识别专委会委员、中国计算机学会计算机辅助设计与图形学专委会委员、中国计算机学会计算机视觉专委会委员、中国图象图形学学会探测感知与成像专委会委员、中国电子学会会员、亚太人工智能学会会员。 个人相册

教育教学

个人经历 personal experience 工作经历 2022年07月-至今               西北工业大学计算机学院，教授2020年03月-2022年06月    澳大利亚阿德莱德大学机器学习澳洲研究院(Australian Institute for Machine Learning, AIML), 研究员（Research Staff）

荣誉获奖

教育教学 Education and teaching 招生信息 教育信息 【招生】依托“空天地海一体化大数据应用技术国家工程实验室”等三项国家级平台，欢迎对计算机视觉、图像处理、人工智能、机器学习等前沿方向感兴趣的同学加入，请有意向同学将个人简历和本科成绩单发送至 qingsenyan@npwu.edu.cn。将为各位同学量身定制专业的研究计划、提供全面的科研训练、国内外知名科研机构交流的机会。※  现有少量博士、硕士名额，欢迎垂询※  现收3名大二、大三本科实习生

科学研究

获奖信息 The winning information 作为指导教师带领学生在国内外人工智能大赛中名列前茅。- 国际大学生程序设计竞赛ICPC2023合肥站银奖- 国际大学生程序设计竞赛ICPC2023南京站铜奖- 第九届中国国际“互联网+”大学生创新创业大赛陕西赛区省级金奖- 第八届中国国际“互联网+”大学生创新创业大赛陕西赛区省级银奖- 计算机视觉领域顶级会议CVPR - NTIRE 2022 HDR Track2第三名- 计算机视觉领域顶级会议CVPR - NTIRE 2022 HDR Track1第四名个人学术获奖2023年获得PRCV（CCF C类会议）最佳论文提名奖2023年获得陕西省“秦创原”创新创业人才项目2022年获得陕西省优秀博士毕业论文2021年获得中国电子学会优秀博士论文奖2021年获得西北工业大学优秀博士论文2018年国家公派（CSC）留学基金2017年获得The 10th International Doctoral Forum最佳论文2016年获得The 9th International Doctoral Forum最佳论文

学术成果

学术成果 Academic Achievements 近期部分期刊论文l  Qingsen Yan, Dong Gong, Qinfeng Shi, Anton van den Hengel, Jinqiu Sun, Yu Zhu, Yanning Zhang. High Dynamic Range Imaging via Gradient-aware Context Aggregation Network. Pattern Recognition (PR), 2022, 122: 108342. (SCI一区期刊)l  Qingsen Yan, Dong Gong, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Ian Reid, Yanning Zhang. Dual-Attention-guided network for ghost-free high dynamic range imaging. International Journal of Computer Vision (IJCV), 2021. (SCI一区期刊, CCF A类期刊)l  Qingsen Yan, Lei Zhang, Yu Liu, Yu Zhu, Jinqiu Sun, Qinfeng Shi and Yanning Zhang. Deep HDR Imaging via A Non-Local Network. IEEE Transactions on Image Processing (TIP), 2020, 29(2):4308-4322. (SCI一区期刊, CCF A类期刊)l  Qingsen Yan, Dong Gong, Yanning Zhang. Two-Stream Convolutional Networks for Blind Image Quality Assessment. IEEE Transactions on Image Processing (TIP), 2019, 28(5):2200-2211. (SCI一区期刊, CCF A类期刊)l  Qingsen Yan, Bo Wang, Wei Zhang, Chuan Luo, Wei Xu, Zhengqing Xu, Yanning Zhang, Qinfeng Shi, Liang Zhang, Zheng You. An attention-guided deep neural network with multi-scale feature fusion for liver vessel segmentation. IEEE Journal of Biomedical and Health Informatics (JBHI), 2020, (SCI一区期刊)l  Qingsen Yan, Bo Wang, Dong Gong, Chuan Luo, Wei Zhao, Jianhu Shen, Jingyang Ai, Qinfeng Shi, Yanning Zhang, Shuo Jin, Liang Zhang, Zheng You. COVID-19 Chest CT Image Segmentation Network by Multi-Scale Fusion and Enhancement Operations, IEEE Transactions on Big Data (TBD), 2021, 7 (1):13-24, (SCI二区期刊)l  Qingsen Yan, Jinqiu Sun, Haisen Li, Yu Zhu, Yanning Zhang. High Dynamic Range Imaging by Sparse Representation. Neurocomputing, 2017, 269:160-169. (SCI二区期刊)l  Qingsen Yan, Bo Wang, Lei Zhang, Jingyu Zhang, Zheng You, Qinfeng Shi, Yanning Zhang. Towards Accurate HDR Imaging with Learning Generator Constraints. Neurocomputing, 2020, (SCI二区期刊)l  Qingsen Yan, Bo Wang, Peipei Li, Xianjun Li, Ao Zhang, Qinfeng Shi, Zheng You, Yu Zhu, Jinqiu Sun, Yanning Zhang. Ghost removal via channel attention in exposure fusion. Computer Vision and Image Understanding (CVIU), 2020(201), (SCI期刊)l  Qingsen Yan, Yu Zhu, Yulin Zhou, Jinqiu Sun, Lei Zhang, Yanning Zhang. Enhancing Image Visuality by Multi-Exposure Fusion. IEEE Pattern Recognition Letters, 2018, 127, 66-75 (SCI期刊)l  Qingsen Yan, Yu Zhu, Yanning Zhang. Robust artifact-free high dynamic range imaging of dynamic scenes.  Multimedia Tools and Applications, 2018, 78 (9), 11487-11505 (SCI期刊)l  Bo Wang, Shuo Jin, Qingsen Yan#, Haibo Xu, Chuan Luo, Lai Wei, Wei Zhao, Xuexue Hou, Zhengqing Xu, Zhuozhao Zheng, Wenbo Sun, Lan Lan, Wei Zhang, Xiangdong Mu, Chenxin Shi, Zhongxiao Wang, Jihae Lee, Zijian Jin, Minggui Lin, Hongbo Jin, Liang Zhang, Jun Guo, Benqi Zhao, Zhizhong Ren, Shuhao Wang, Wei Xu, Xinghuan Wang#, Jianming Wang#, Zheng You#, Jiahong Dong#. AI-assisted CT imaging analysis for COVID-19 screening: Building and deploying a medical AI system, Applied Soft Computing, 2020, 186-197 (SCI一区期刊，高被引，通讯作者)l  Duwei Dai, Caixia Dong, Songhua Xu, Qingsen Yan, Zongfang Li, Chunyan Zhang, Nana Luo. Ms RED: A novel multi-scale residual encoding and decoding network for skin lesion segmentation, Medical Image Analysis (MIA), 2021, (SCI一区期刊)l  Pei Wang, Wei Sun, Qingsen Yan, Axi Niu, Rui Li, Yu Zhu, Jinqiu Sun, Yanning Zhang. Non-uniform Motion Deblurring with Blurry Component Divided Guidance. Pattern Recognition (PR), 2021 (SCI一区期刊)近期部分会议论文l  Qingsen Yan, Dong Gong, Yuhang Liu, Anton van den Hengel, Qinfeng Shi. Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning. CVPR, 2022, (CCF A类顶会)l  Cheng Zhang, Shaolin Su, Yu Zhu, Qingsen Yan,  Jinqiu Sun, Yanning Zhang. Exploring and Evaluating Image Restoration Potential in Dynamic Scenes. CVPR, 2022, (CCF A类顶会)l  Qingsen Yan, Dong Gong, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Ian Reid, Yanning Zhang. Attention-guided Network for Ghost-free High Dynamic Range Imaging, CVPR, 2019, (CCF A类顶会)l  Qingsen Yan*, Shaolin Su*, Yu Zhu, Cheng Zhang, Xin Ge, Jinqiu Sun and Yanning Zhang. Blindly Assess Image Quality in the Wild Guided by A Self-Adaptive Hyper Network. CVPR, 2020, (CCF A类顶会), * Equal Contributionl  Qingsen Yan, Bo Wang, Dong Gong, Dingwen Zhang, Yang Yang, Zheng You, Yanning Zhang, Qingfeng Shi. A Comprehensive CT Dataset for Liver Computer Assisted Diagnosis. British Machine Vision Conference (BMVC), 2021.l  Qingsen Yan*, Cheng Zhang*, Yu Zhu, Xianjun Li, Jinqiu Sun, Yanning Zhang. Attention-based network for low-light image enhancement. IEEE International Conference on Multimedia and Expo (ICME), 2020. (CCF B, Citation 9) * Equal Contributionl  Qingsen Yan*, Bo Wang*, Zhengqing Xu, Jingyang Ai, Shuo Jin, Wei Xu, Wei Zhao, Liang Zhang, Zheng You. A Benchmark Dataset for Segmenting Liver, Vasculature and Lesions from Large-scale Computed Tomography Data. International Conference on Pattern Recognition (ICPR), 2020. * Equal Contributionl  Qingsen Yan, Dong Gong, Pingping Zhang, Qinfeng Shi, Jinqiu Sun, Ian Reid, Yanning Zhang. Multi-scale Dense Network for Deep High Dynamic Range Imaging. Winter Conference on Applications of Computer Vision (WACV), 2019: 41-50.

综合介绍