钱建军

时间:2016-11-11浏览:416设置

姓名

钱建军

性别

出生年月

1983

职称

讲师

所在部门

智能科学与技术系

Email

csjqian@njust.edu.cn

联系电话

025-84315751-3034

通信地址

南京市孝陵卫200号南京理工大学计算机学院

邮编

210094

所属学科

计算机科学与技术

博导 □硕导 √

研究方向

模式识别理论及应用

个人简介及研究兴趣

20146月获南京理工大学模式识别与智能系统专业博士学位,同年加入南京理工大学计算机科学与工程学院,现为讲师。

  

近年来,一直从事模式识别理论(稀疏编码、低秩表示等)、生物特征识别和视频/图像分析等领域的研究工作。目前,已在IEEE TPAMI/TIP/TNNLSPattern Recognition等国际期刊上发表论文三十余篇,同时担任多个国际期刊及会议的审稿人。

  

个人主页:http://www.escience.cn/people/JianjunQian

  

主讲课程及教学成果

本科生课程:《编译原理》

研究生课程:《模式识别理论》和《智能科学技术前沿》

代表性成果

  

1.JianjunQian, Jian Yang and Yong Xu. Local Structure-based Image Decomposition for Feature Extraction with Applications to Face Recognition.IEEETrans on Image Processing,22 (9),2013, 3591-3603

2.JianjunQian and Jian Yang et.al. Discriminative Histograms of Local Dominant Orientation (D-HLDO) for Biometric Image Feature Extraction.Pattern Recognition, 46 (2013) 2724–2739

3.JianjunQian, Jian Yang etc.Histogram of Visual Words based on Locally Adaptive Regression Kernels Descriptors for Image Feature Extraction,Neurocomputing129 (2014) 516 – 527

4.JianjunQian, Lei Luo, Jian Yang, FanLong Zhang and ZhouchenLin.Robust Nuclear Norm Regularized Regression for Face Recognition with Occlusion. Pattern Recognition, 48 (2015) 3145–3159

5. Jian Yang*, Lei Luo*,Jianjun Qian*,Ying TaiandFanlong Zhang, Nuclear Norm based Matrix Regression with Applications to FaceRecognition with Occlusion and Illumination Changes,IEEE Transactions on Pattern Analysis and MachineIntelligence. (* co-first authors) 2016

6. Jianjun Qian, Jian Yang et. al, Exploring deep gradient information for biometric image feature representation, Neurocomputing 213 (2016) 162–171

7.JianjunQian and Jian Yang. General Regression and Representation Model for Face Recognition,Biometrics Workshop in conjunction with IEEE Conference on Computer Vision and Pattern Recognition (CVPRW), Portland Oregon, June 23, 2013

8.JianjunQian,Jian Yang, Fanglong Zhang and Zhouchen Lin. Robust Low-Rank Regularized Regression for Face Recognition with Occlusion. Biometrics Workshop in conjunction with IEEE Conference on Computer Vision and Pattern Recognition (CVPRW), Columbus, Ohio, June23, 2014.

9. Fanlong Zhang, Jian Yang, Jianjun Qian,Yong Xu.Nuclear Norm Based 2DPCA for Extracting Features from Images.IEEE Transactions on Neural Networks and Learning Systems26 (10):2247-2260 (2015)

10. Lei Luo,Jian Yang,Jianjun Qian, and Ying Tai, Robust Image Regression Based on the Extended Matrix Variate Power Exponential Distribution of Dependent Noise,IEEE Trans. Neural Networks and Learning Systems(Accepted2016

  

近期在研项目

主持国家自然科学青年基金一项,参与国家自然基金重大研究计划和面上项目等三项。此外,主持多项省部级重点实验室开放课题。

 

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