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个人简介

学习经历: 1.2008.9-2012.6中国石油大学(华东),电子信息工程专业,工学学士 2.2012.9-2018.3华中科技大学,控制科学与工程专业,工学博士 工作经历: 2018.4-至今,中国海洋大学,工程学院自动化及测控系,讲师/博士后,硕士生导师 讲授课程: 本科生:数字图像处理、机械电子创新基础与实践 研究生:计算机视觉 学术成就、奖励及荣誉:长期从事计算机视觉、机器学习等领域的研究工作,主持国家级、省部级自然科学基金项目各1项,在国际期刊及会议发表学术论文二十余篇,以第一作者或通讯作者发表SCI期刊论文十余篇。曾获中国海洋大学优秀教师、优秀班主任等荣誉称号。 科研项目及角色: 1.基于半监督渐进学习及关联挖掘的水下目标特征表达与视觉感知,国家自然科学基金,61906177,28万元,2020.1-2022.12,课题负责人。 2.面向ROV/AUV视觉智能感知任务的目标识别及分割技术研究,山东省自然科学基金,ZR2019BF034,10万元,2019.7-2022.6,课题负责人。 3.海洋牧场海参高效采捕关键技术与装置研发,山东省农业重大应用技术创新项目,SD2019NJ020,50/100万元,2019.8-2021.12,子课题负责人。 4.基于稀疏一致性约束的视觉协同感知方法研究,中央高校基本科研业务费项目,201813022,10万元,2018.10-2020.12,课题负责人。 5.基于RGB-D视觉的机器人目标识别与获取技术研究,国家自然科学基金,65万元,2018.1-2021.12,主要参与人。 6.基于图像曲面流形分析及图割优化的协同图像分割,国家自然科学基金,76万元,2014.1-2017.12,主要参与人。 教学研究项目: 1.机械电子创新基础与实践,中国海洋大学2019年度本科通识教育课程建设项目,2019TSJY01,项目负责人。 2.自动化专业需求及前沿技术创新驱动的《数字图像处理》课程体系重构,中国海洋大学2019年度本科教育教学研究项目,2019JY077,项目负责人。 指导研究生毕业去向:胡少宝(2018级专业型硕士,博观智能科技有限公司)张永昌(2018级专业型硕士,北京邮电大学,攻读博士)田菲(2018级专业型硕士,上海交通大学,攻读博士) 研究生招生要求:基本要求:热爱科学研究工作,态度端正、为人正直、踏实、投入。满足以下条件者“之一”者优先:1、具有较好的数理基础,且通过CET6或达到其他外语能力考试同等水平;2、或具有较好的编程技能,本科从事过与计算机视觉、人工智能相关的项目开发(SRDP、国创项目、大学生科技竞赛等);3、或具有机械设计、电子设计相关基础,本科期间参与过ROV\AUV、智能车开发。

研究领域

1.计算机视觉:图像分割、目标识别、图像增强 2.智能感知:水下机器人信号处理及控制

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

[1]Qi Qi, Yongchang Zhang, Fei Tian, Q.M. Jonathan Wu, Kunqian Li*, Xin Luan,Dalei Song. Underwater Image Co-Enhancement with Correlation Feature Matching and Joint Learning, IEEE Transactions on Circuits and Systems for Video Technology,10.1109/TCSVT.2021.3074197, 2021. [2]Kunqian Li*, Duo Shi, Yongchang Zhang, Q. M. Jonathan Wu, Xin Luan, Dalei Song. CascNet: No-reference Saliency Quality Assessment with Cascaded Applicability Sorting and Comparing Network, Neurocomputing, 2021,425: 231-242.2020年: [3]Kunqian Li, Shengbo Qi, Hua Yang, Liqin Zhou*, Dalei Song. Extensible Image Object Co-segmentation with Sparse Cooperative Relations, Information Sciences, 2020, 521: 422-434. [4]Qi Qi, Kunqian Li*, Xinning Wang, Xin Luan, Dalei Song. DrlNet: Object Proposal Quality Assessment with Discriminative Response Learning, Digital Signal Processing,2020, 106:102810. [5]Xiang Gao, Jiazheng Luo, Kunqian Li*, Zexiao Xie. Hierarchical RANSAC-Based Rotation Averaging, IEEESignal Processing Letter,2020, 27:1874-1878. [6]Liman Liu, Yuntao Wang, Kunqian Li*, Jie Li. Focus First: Coarse-to-Fine Traffic Sign Detection with Stepwise Learning, IEEE Access, 2020, 8:171170-171183. [7]Tingting Guo, Dalei Song*, Kunqian Li, Chong Li, Hua Yang. Pitch Angle Control with Model Compensation Based on Active Disturbance Rejection Controller for Underwater Gliders, Journal of Coastal Research, 2020, 36(2): 424-433.2019年: [8]Kunqina Li, Wenbing Tao and Liman Liu*. Online Semantic Object Segmentation for Vision Robot Collected Video, IEEE Access, 2019, 7:107602-107615. [9]Yunli Nie, Hua Yang, Dalei Song, Tingting Guo, Kunqian Li, Qi Gao, Research on Vibration Reduction Method for an Autonomous Ocean Turbulence Measurement Platform, MTS/IEEE OCEANS, Seattle, USA, 2019. [10]Wenchuan Zang, Yunli Nie,Dalei Song*, Tingting Guo, Kunqian Li, Research on Constraining Trajectories of Underwater Gliders Under the Influence of Ocean Currents Based on DQN Algorithm, MTS/IEEE OCEANS, Seattle, USA, 2019.2018年以前: [11]Kunqian Li, Wenbing Tao*, Xiaobai Liu, Liman Liu. Iterative Image Segmentation with Feature Driven Heuristic Four Color Labeling, Pattern Recognition, 2018, 76: 69-79. [12]Liman Liu,Kunqian Li*and Xiangli Liao. Image Co-segmentation by Co-diffusion, Circuits, Systems, and Signal Processing, 2017, 36(11): 4423-4440. [13]Tingting Li,Kunqian Li, Wenbing Tao*. Robust Lane Detection and Tracking with Propagated Spatio-temporal Constraints, Asian Conference on Pattern Recognition (ACPR), Nan Jing, China, 2017. [14]Kunqian Li, Jiaojiao Zhang and Wenbing Tao*. Unsupervised Co-Segmentation for Indefinite Number of Common Foreground Objects, IEEE Transactions on Image Processing, 2016, 25(4):1898-1909. [15]Jiaojiao Zhang,Kunqian Li*and Wenbing Tao. Multi-video Object Cosegmentation for Irrelevant Frames Involved Videos, IEEE Signal Processing Letter, 2016, 23(6): 785-789. [16]Kunqian Li, Wenbing Tao*. Adaptive Optimal Shape Prior for Easy Interactive Object Segmentation, IEEE Transactions on Multimedia, 2015, 17(7): 994-1005. [17]Kunqian Li, Wenbing Tao*, Xiangli Liao, Liman Liu. Automatic Shape Constraint Selection Based Object Segmentation, International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition (EMMCVPR), 2015, 8932: 249-262. [18]Wenbing Tao*,Kunqian Li, Kun Sun. SaCoseg: Object Cosegmentation by Shape Conformability. IEEE Transactions on Image Processing,2015, 24(3): 943-955. [19]Liman Liu,Kunqian Li, Haihua Liu, Wenbing Tao*. Auto-adjusted Shape Prior-based Interactive Segmentation viaPoint Set Registration. Electronics Letters, 2015, 51(1):38-40.[20]Liman Liu,Kunqian Li, Wenbing Tao*, Haihua Liu. Image Segmentation Based on Anisotropic Diffusion and Graph Cuts Optimization. Electronics Letters, 2014, 50(25):1923-1925.

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