邹琪
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教学工作《图像分析与理解》 《C语言程序设计》 《计算机图形学》教育背景2006/07 – 至今, 北京交通大学计算机与信息技术学院 教师 2001.9–2006.6,北京交通大学计算机与信息技术学院硕博连读1997.9-2001.7,北京交通大学计算机与信息技术学院本科生 工作经历2013.11-2015.1 访问学者 Temple University, America研究领域
机器学习与认知计算人工智能及应用计算机技术(专业学位)软件工程(专业学位)人工智能技术(专业学位)"专利邹琪,基于形状先验的提取目标闭合轮廓的方法,2012.05,中国,200910088068.9 科研项目 1.主持国家自然科学基金:多目标跟踪中的注意模型研究 2.主持国家自然科学基金(青年科学基金项目),基于目标的注意模型及在图像分割和目标检测中的应用 3.主持北京市自然科学基金“模拟初级视皮层的视觉表象模型与验证” 4.主持金融行业预测营销算法的研究与实践 5.主持 北京市青年英才计划“基于深度学习目标检测与图像分割”, 6.主持中央高校基本科研业务费项目“混合交通条件下的行人安全状态预警” 7.主持中央高校基本科研业务费项目“监控视频中的人群轨迹预测研究” 8. 参与国家自然科学基金面上项目,视知觉组织的神经计算模型 9. 参与北京市自然基金“面上”,人脑记忆机制启发下的视觉信息的表达与存储 10. 参与科技部“863”基于视觉感知的智能计算模型及其关键技术研究"近期论文
论文/期刊期 刊-> Xixia Xu, Qi Zou*, Xue Lin, Yaping Huang, Yi Tian. “Integral Knowledge Distillation for Multi-Person Pose Estimation”, IEEE Signal Processing Letters, doi: 10.1109/LSP.2020.2975426. 2020 期 刊-> Qiulin Ma; Qi Zou*, Nan Wang; Qingji Guan; YantingPei. “Looking Ahead: Joint Small Group Detection and Tracking in Crowd Scenes Corresponding”, Journal of Visual Communication and Image Representation. 2020 期 刊->Yanting Pei, Yaping Huang, Qi Zou, Xingyuan Zhang, Song Wang, “Effects of Image Degradation and Degradation Removal to CNN-based Image Classification”, Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109/ TPAMI.2019.2950923, 2019 期 刊->Qi Zou*, Haibin Ling, Yu Pang; Yaping Huang and Mei Tian. “Joint Headlight Pairing and Vehicle Tracking by Weighted Set Packing in Nighttime Traffic Videos”, IEEE Transactions on Intelligent Transportation Systems, 19(6): 1950-1961, 2018. 期 刊->Qi Zou*, Haibin Ling, Siwei Luo, Yaping Huang and Mei Tian, “Robust Nighttime Vehicle Detection by Tracking and Grouping Headlights”, IEEE Transactions on Intelligent Transportation Systems, 16(5): 2838~2849, 2015. 期 刊->邹琪,罗四维,钟晶晶,杨利萍.Confidence shape metric for image segmentation[J]。Journal of Electronic Imaging,2013-05,2(22),1:13 期 刊-> 邹琪,王哲,罗四维,黄雅平,田媚.A computational coding model for saliency detection in primary visual cortex[J]。Chinese Science Bulletin,2012-10,57(30),3943:3952 期 刊-> 邹琪,赵松年,王哲,黄雅平.A neural computational model for bottom-up attention with invariant and overcomplete representation[J]。BMC Neuroscience,2012-12,13(13),145:181 期 刊-> 黄雅平,赵嘉莉,刘蕴辉,罗四维,邹琪,田媚.Nonlinear dimensionality reduction using a temporal coherence principle[J]。Information Sciences,2011-05,16(181),3284:3307 期 刊-> 邹琪,罗四维.全局显著结构主导下的知觉编组算法[J]。计算机学报,2007-12,30(11), 期 刊-> 邹琪,罗四维.Multiresolution Image Perceptual Grouping using Topological Structure Embedded in Manifold[J]。International Journal of WMIP,2007-12,5(1), 期 刊-> 邹琪,罗四维,郑宇.利用多尺度分析和编组的基于目标的注意计算模型[J]。《 电子学报 》,2006-12,34(3), 会议论文->Wang Nan, Zou Qi*, Huang Yaping, Online Multiple Person Tracking using Fully-Convolutional Neural Networks and Motion Invariance Constraints, Lecture Notes in Computer Sciences. Chinese Conference on Pattern Recognition and Computer Vision (PRCV), Guangzhou, 2018.11.23-11.26. Chengyue Sun, Qi Zou, Wei Fu and Jinqiao Wang. Multiple Hypersis based spatialtemporal Association for Stable Pedestrian Counting, Lecture Notes in Computer Science, (PCM2013), 8294: 803-810,Dec.2013. 会议论文-> Mengyang Pu, Yaping Huang, Qingji Guan, Qi Zou,GraphNet: Learning Image Pseudo Annotations for Weakly-Supervised Semantic Segmentation. 26th ACM Multimedia 2018, (Oral)Seoul,South Korea,2018.10 会议论文->Yanting Pei, Yaping Huang, Qi Zou, Yuhang Lu, Song Wang, “Does Haze Removal Help CNN-based Image Classification” 15th European Conference on Computer Vision, German, 2018.09. 会议论文-> 黄雅平,赵嘉莉,田媚,邹琪.Slow Feature Discriminant Analysis and Its Application on Handwritten Digit Recognition。International Joint Conference on Neural Networks,Atlanta,2009-12 会议论文-> 李燕,罗四维,邹琪.Directional balloon snake model based on curvature dependent magnitude。International Conference Signal and Image Processing,夏威夷,2009-12 会议论文-> 钟晶晶,罗四维,邹琪.A Novel Measurement and Statistics of Similarity Cue for Edges in Contour Grouping。Proceedings of the International Conference on Signal Acquisition and Processing,Kuala Lumpur,2009-12 会议论文-> 邹琪,罗四维.A Robust Unsupervised Algorithm of Contour Extraction。International conference on Signal Processing,北京,2008-12 会议论文-> 邹琪,罗四维,黄雅平,李燕.Contour Grouping with Shape Manifold and Distance Transform。International conference on Pattern Recognition,佛罗里达州坦帕,2008-12担任国际会议CVPR, ICCV, ECCV, ACCV审稿, 期刊Pattern Recognition, IEEE Trans. ITS等审稿人标签: 北京交通大学 计算机与信息技术学院
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