姓名:阎维青
职务:教师
职称:副教授 硕士生导师
所在院系:计算机系
最后学位:博士
最后学历:博士研究生
最后毕业院校:天津大学
所学专业:信息与通信工程
研究方向:3D视觉、计算机视觉、深度学习
联系方式:wqyan@tju.edu.cn
2017年1月毕业于天津大学信息与通信工程专业,并获得工学博士学位,导师:侯春萍教授;2015.09-2016.09国家公派到美国加州大学伯克利分校(UC, Berkeley)视觉空间认知实验室进行联合博士培养,导师:Martin S. Banks教授。2017年3月到烟台大学计算机与控制工程学院计算机系工作。2022年10月-2023年10月在新加坡南洋理工大学(NTU)视觉信息处理实验室进行学术研究,导师:Weisi Lin教授。山东省青年创新团队负责人,IEEE Senior Member. 主要从事3D全景重建、3D目标检测及多视图表示学习等研究工作。主持国家省市级项目5项,主要参与国家自然科学基金重点国际(地区)合作研究项目等多项国家级项目的研究工作。在 IEEE CVPR、ACM MM、IEEE TNNLS、IEEE TCSVT、IEEE TMM、IEEE TBC、IEEE TIV、IEEE TITS、IEEE TASE、IEEE TETIC、Information Fusion等高水平会议和期刊发表论文 50余篇,申请和授权10余项发明专利。在 3D 场景编辑、理解、检测领域取得的研究成果《面向多视角信息融合的 3D 场景感知研究》和《工业互联网智能计算关键技术研究与应用》分别获得了烟台市信息技术科学技术奖(一等奖,首位)、山东省人工智能协会科学技术奖(一等奖,第五位)。担任 IEEE TIP、IEEE TMM、IEEE TNNLS、IEEE TCSVT、ESWA等中科院 1 区期刊的审稿人以及 ACM MM 等国际会议的审稿人。 在本科教学方面,获得烟台大学教学质量奖,烟台大学教学改革项目等教学成果。
机器学习、深度学习、计算机视觉、立体图像编辑、医学影像分析
欢迎计算机、电子信息等相关专业同学报考我的研究生,同时欢迎感兴趣的本科生加入我的课题组。
[1]国家自然科学基金面上项目,基于单目相机自由轨迹采样的生成式立体全景图像构建技术研究,2025/01-2028/12, 主持
[2]山东省高等学校青年创新团队项目,面向大场景多模态信息融合的3D物体检测研究,2023/01-2025/12,主持
[3]烟台市科技创新发展计划,面向多模态信息融合的3D全景生成及物体检测研究,2023/01-2025/12,主持
[4]国家自然科学基金青年项目,61801414, 基于非限定采样方式的立体图像全景拼接技术研究,2019/01-2021/12,主持
[5]山东省自然科学基金青年项目,ZR2017QF006,基于两视点立体图像的拼接技术,2017/08-2019/12,主持
[6]国家自然科学基金重点国际(地区)合作研究项目,61520106002,3D图像/视频编码、内容处理与质量评价关键技术研究,2016/01-2020/12,主要参与人
[7]国家自然科学基金面上项目,61571326,基于失真的立体视频无线网络OoE最优化传输,2016/01-2019/12,主要参与人
[8]国家自然科学基金面上项目,61471262,基于运动和深度感知的立体视觉舒适研究,2015/01-2018/12,主要参与人
[9]国家高技术研究发展计划(863计划)重大项目,2012AA03A301,裸眼多视点3D显示技术开发与3D视觉健康研究,参与人
[10]国家科技重大专项,2009ZX03004-006-01,终端共性技术开放式研究(多视点自由立体移动终端显示),新一代宽带无线通信网,参与人
[1] Weiqing Yan, Yuanyang Zhang, et.al, Anchor-sharing and Cluster-wise Contrastive Learning Network for Multi-View Representation Learning, IEEE Transactions on Neural Networks and Learning Systems, 2024.
[2] Weiqing Yan, Yiqiu Sun, et.al, FVIFormer: Flow-Guided Global-Local Aggregation Transformer Network for Video Inpainting, IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 14(2),235-244, 2024.
[3]Weiqing Yan, Yanshun Chen, Wujie Zhou, et.al. MVoxTi-DNeRF: Explicit Multi-scale Voxel Interpolation and Temporal Encoding Network for Efficient Dynamic Neural Radiance Field, IEEE Transactions on Automation Science and Engineering, 2024.
[4] Weiqing Yan, Shile Liu, et.al, PiSFANet: Pillar Scale-Aware Feature Aggregation Network for Real-Time 3D Pedestrian Detection, IEEE Signal Processing Letters, 2024.
[5] Weiqing Yan, Long Xu,, et.al, High-order Structural Relation Distillation Networks from LiDAR to Monocular Image 3D Detectors. IEEE Transactions on Intelligent Vehicles, 9(2), 3593 - 3604, 2024.
[6] Guanghui Yue, Honglv Wu, Weiqing Yan*, et.al, Subjective and Objective Quality Assessment of Multi-Attribute Retouched Face Images, IEEE Transactions on Broadcasting, 70(2), 570-583, 2024.
[7] Wujie Zhou, Yuqi Cai, Liting Zhang, Weiqing Yan*, Lu Yu, UTLNet: Uncertainty-aware Transformer Localization Network for RGB-Depth Mirror Segmentation, IEEE Transactions on Multimedia, 26,4564-4574, 2024.
[8] Weiqing Yan, Yuanyang Zhang, et.al, GCFAgg: Global and Cross-view Feature Aggregation for Multi-view Clustering, In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 19863-19872, 2023.
[9] Weiqing Yan, Meiqi Gu, et.al, Collaborative Structure and Feature Learning for Multi-View Clustering, Information Fusion, 98, 101832:1-12, 2023.
[10] Wujie Zhou, Han Zhang, Weiqing Yan*, Weisi Lin, MMSMCNet: Modal Memory Sharing and Morphological Complementary Networks for RGB-T Urban Scene Semantic Segmentation, IEEE Transactions on Circuits and Systems for Video Technology, 33, 7096 - 7108, 2023.
[11] Weiqing Yan, Jindong Xu, et.al, Bipartite Graph-based Discriminative Feature Learning for Multi-View Clustering, In Proceedings of the 30th ACM International Conference on Multimedia, 3403-3411, 2022.
[12] Weiqing Yan, Guanghui Yue, et.al, Shape-optimizing mesh warping method for stereoscopic panorama stitching. Information Sciences, 511, 58-73, 2020.
[13] Weiqing Yan, Xinying Zhao, et.al, Diversity-induced Bipartite Graph Fusion for Multiview Graph Clustering, IEEE Transactions on Emerging Topics in Computational Intelligence, 8(3),2592 - 2601, 2024.
[14] Weiqing Yan, Yiqiu Sun,et.al Deep Video Stabilization via Robust Homography Estimation, IEEE Signal Processing Letters, 30, 1602-1606, 2023.
[15] Weiqing Yan, Shile Liu, et.al, Adaptive Learning Point Cloud and Image Diversity Feature Fusion Network for 3D Object Detection, Complex & Intelligent Systems, 10, 2825–2837, 2024.
[16] Weiqing Yan, Chunping Hou, Jianjun Lei, and Nam Lin, Stereoscopic Image Stitching Based on a Hybrid Warping Model, IEEE Transactions on Circuits and Systems for Video Technology, 27(9),1934-1946, 2017.
[17] Wujie Zhou, Yuxiang Xiao, Weiqing Yan*, Lu Yu, CMPFFNet: Cross-modal and progressive feature fusion network for RGB-D indoor scene semantic segmentation, IEEE Transactions on Automation Science and Engineering, 2023. DOI: 10.1109/TASE.2023. 3313122.
[18] Xinying Zhao, Weiqing Yan*, et.al. Graph-Filtering and High-Order Bipartite Graph based Multiview Graph Clustering, Digital Signal Processing, 133,103847:1-10, 2023.
[19] Wujie Zhou, Jiankang Hong, Weiqing Yan, Qiuping Jiang, Modal Evaluation Network via Knowledge Distillation for No-Service Rail Surface Defect Detection, IEEE Transactions on Circuits and Systems for Video Technology,2023. DOI: 10.1109/TCSVT.2023.3325229.
[20] Xiaomin Fan, Wujie Zhou, Xiaohong Qian, Weiqing Yan, Progressive Adjacent-Layer Coordination Symmetric Cascade Network for Semantic Segmentation of Multimodal Remote Sensing Images, Expert Systems with Applications, 238, 121999:1-12, 2024.
[21] Wujie Zhou, Xun Yang, Jingsheng Lei, Weiqing Yan, Lu Yu, MCNet: Multimodality Cross-Guided Compensation Coordination Network for RGB-T Crowd Counting, IEEE Transactions on Intelligent Transportation Systems, 2023. DOI: 10.1109/TITS.2023.3321328.
[22] Weiqing Yan, Guanghui Yue, et.al, Perceptual objective quality assessment of stereoscopic stitched images, Signal Processing, 172, 1-10, 2020.
[23]《3D技术知识解读》(人民邮电出版社出版)
指导学生获得全国西门子杯电子设计大赛全国二等奖(基于机器视觉的器件缺陷检测)
指导学生获得蓝桥杯程序设计大赛全国一等奖
指导多名学生获得烟台大学优秀本科论文
指导研究生15名,已毕业学生8名。