杨佳琪


的个人主页 http://teacher.nwpu.edu.cn/jiaqiyang

  被浏览次数:439

基本信息 The basic information

杨佳琪

计算机学院

博士研究生毕业

工学博士

副教授

工作经历 Work Experience

● 2019年7月-至今 西北工业大学 计算机学院 (准聘副教授)

教育经历 Education Experience

● 2010年9月-2014年7月 华中科技大学 自动化学院 (本科)

● 2017年9月-2018年9月 宾夕法尼亚大学 GRASP实验室 (CSC联合培养博士)

● 2014年9月-2019年7月 华中科技大学 人工智能与自动化学院 (博士)


荣誉获奖 Awards Information

● 2017年 博士研究生国家奖学金

2017年 国家公派(CSC)留学基金 

● 2018年 宝钢优秀学生奖 

科学研究 Scientific Research

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研究方向(3D Computer Vision):图像/点云局部特征描述、图像/点云特征匹配、三维点云配准重建、三维目标识别。

应用领域:无人驾驶、遥感导航、机器人等。


欢迎对三维视觉+几何感兴趣的同学联系,基本要求为有较强的代码能力、科研自驱动,本人会为每一位学生制定详实的研究计划,不让新生存在科研迷茫期。


学术成果 Academic Achievements

部分期刊论文(8):

-Jiaqi Yang, Yang Xiao, Zhiguo Cao. “Toward the Repeatability and Robustness of the Local Reference Frame for 3D Shape Matching: An Evaluation”, IEEE Transactions on Image Processing, 2018, 27(8): 3766-3781.SCI 期刊, IF=5.071, JCR Q1 区, 中科院二区, 中科院 top 期刊)

-Jiaqi Yang, Yang Xiao, Zhiguo Cao, “Aligning 2.5D scene fragments with distinctive local geometric features and voting-based correspondences”, IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no. 3, pp. 714–729, 2019. (SCI中科院二区,JCR 一区,IF=3.558)

-Jiaqi Yang, Qian Zhang, Yang Xiao, Zhiguo Cao, “TOLDI: An effective and robust approach for 3D local shape  description”, Pattern Recognition, vol. 65, pp. 175–187, 2017. (SCI中科院二区,JCR 一区,IF=3.962)

-Jiaqi Yang, Qian Zhang, Zhiguo Cao, “The effect of spatial information characterization on 3D local feature  descriptors: A quantitative evaluation”, Pattern Recognition, vol. 66, pp. 375–391, 2017. (SCI中科院二区,JCR 一区,IF=3.962)

-Jiaqi Yang, Qian Zhang, Ke Xian, Yang Xiao, Zhiguo Cao, “Rotational contour signatures for both real-valued and binary feature representations of 3D local shape”, Computer Vision and Image Understanding, vol. 160, pp. 133–147, 2017. (SCI中科院三区,JCR 二区,IF=2.391,计算机视觉老牌期刊)

-Jiaqi Yang, Zhiguo Cao, Qian Zhang, “A fast and robust local descriptor for 3D point cloud registration”, Information Sciences, vol. 346, pp. 163–179, 2016. (SCI中科院二区,JCR 一区,IF=4.832)

-Jiaqi Yang, Qian Zhang, Zhiguo Cao, “Multi-attribute statistics histograms for accurate and robust pairwise registration of range images”, Neurocomputing, vol. 251, pp. 54–67, 2017. (SCI中科院二区,JCR 一区, IF=3.241)

-Jiaqi Yang, Zhiguo Cao, Yang Xiao, Weidong Yang, “Ranking 3D feature correspondences via consistency  voting”, Pattern Recognition Letters, vol. 117, pp. 1–8, 2019. (SCI中科院三区,JCR 二区,IF=1.952)

部分会议论文(4):

-Chen Zhao, Zhiguo Cao, Chi Li, Xin Li, Jiaqi Yang* (通讯作者), “NM-Net: Mining reliable neighbors for robust feature correspondences”, In Proc. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2019. (CCF A类,Oral [5%录用率] )

-Jiaqi Yang, Ke Xian, Yang Xiao, Zhiguo Cao, “Performance evaluation of 3D correspondence grouping algorithms”, In Proc. International Conference on 3D Vision (3DV), pp. 467–476, 2017. (CCF C类,入选亮点论文) 

-Jiaqi Yang, Qian Zhang, Ke Xian, Yang Xiao, Zhiguo Cao, “Rotational contour signatures for robust local surface description”, In Proc. IEEE International Conference on Image Processing (ICIP), pp. 3598–3602, 2016. (CCF C )

-Jiaqi Yang, Ruibo Li, Yang Xiao, Zhiguo Cao, “3D reconstruction from non-uniform point clouds via local hierarchical clustering”, In Proc. International Conference on Digital Image Processing (ICDIP), vol. 10420, pp. 1042038, 2017. (EI,最佳表述奖) 


(完整列表见:https://scholar.google.com/citations?user=d6l7980AAAAJ&hl=en


社会兼职 Social Appointments

长期担任以下期刊/会议审稿人:

IEEE Transactions on Image Processing、Pattern RecognitionInformation SciencesComputer Vision and Image UnderstandingIEEE AccessIEEE Journal of Selected Topics in Applied Earth Observations and Remote SensingIEEE Signal Processing LettersIEEE Geoscience and Remote Sensing LettersInternational Journal of Remote SensingComputers and Electronics in AgricultureJournal of Computer Design and Engineering


International Conference on 3D Vision 2017, International Conference on Computer Vison Workshops 2017.

综合介绍 General Introduction