宁欣
时间:2019-12-072017年毕业于中国科学院大学,获工学博士学位。
主持国家自然科学基金等项目多项,在IEEE TIP、IEEE TNNLS、IEEE TMM、IEEE TITS、IEEE TCSVT、IEEE TBIOM、Pattern Recognition、Neurocomputing、计算机学报、软件学报、计算机研究与发展等国内外知名期刊或会议发表论文70余篇,其中第1或通信作者发表论文50余篇,ESI热点论文4篇,ESI高被引论文8篇。授权国家发明专利16项,撰写英文专著1部。担任中国图形图像学会视觉大数据专委会委员,中国人工智能学会、中国自动化学会、中国计算机学会高级会员,美国电气与电子工程师协会(IEEE)会员。担任北京颠覆性创新基金专家委员;担任IEEE HPBD&IS 2021国际会议的Publication Chair。担任《智能系统学报》期刊助理编委,担任SCI期刊《Displays》、《IET Computer Vision》、《CONCURR COMP-PRACT E》、《Connection Science》、《CMES-COMP MODEL ENG》、《WIREL COMMUN MOB COM》、《COMPUT INTEL NEUROSC》的客座编辑。
主要研究领域方向:
低功耗计算机视觉技术、多视角学习及三维视觉中的应用、形象认知计算理论与方法。
联系方式:
E-mail:ningxin@semi.ac.cn
ResearchGate: https://www.researchgate.net/profile/Xin_Ning11
谷歌学术:https://scholar.google.com.hk/citations?user=F3a4-tkAAAAJ&hl=zh-CN
代表性论文:
1)Xin Ning, Weijun Li, Bo Tang and Haibo He,"BULDP: Biomimetic Uncorrelated Locality Discriminant Projection for Feature Extraction in Face Recognition ", IEEE Transactions on Image Processing, 2018, 27(5), 2575-2586. (中科院一区、CCF A)
2)Xin Ning, Ke Gong, Weijun Li,Liping Zhang, Xiao Bai, Shengwei Tian. Feature Refinement and Filter Network for Person Re-identification. IEEE Transactions on Circuits and Systems for Video Technology, 2020. (ESI热点、ESI高被引、中科院一区)
3)Xin Ning, Pengfei Duan, Weijun Li, Shaolin Zhang. Real-time 3D Face Alignment Using an Encoder-Decoder Network with an Efficient Deconvolution Layer, IEEE Signal Processing Letters, 27, 1944-1948, 2020. (ESI高被引、中科院二区)
4)Xin Ning, Ke Gong, Weijun Li, Liping Zhang. JWSAA: Joint Weak Saliency and Attention Aware for person re-identification, Neurocomputing, 2021, volume 453, pp. 801-811. DOI:10.1016/j.neucom.2020.05.106(ESI热点、ESI高被引、中科院二区)
5)Xin Ning,Xinran Wang,Shaohui Xu, Weiwei Cai,Liping Zhang,Lina Yu* and Wenfa Life.* A Review of Research on Co-training. Concurrency and Computation: Practice and Experience. 2021. DOI:10.1002/cpe.6276. (ESI热点、ESI高被引、CCF C)
6)Xin Ning, Duoduo Gou, Xiaoli Dong, Weijuan Tian, Lina Yu, Chuansheng Wang. Conditional Generative Adversarial Networks Based on The Principle of Homology-Continuity for Face Aging, Concurrency and Computation : practice and experience, 2020. (CCF C)
7)Xin Ning, Fangzhe Nan, Shaohui Xu, Lina Yu, Liping Zhang. Multi-view Frontal Face Image Generation: A Survey, Concurrency and Computation : practice and experience, 2020. (CCF C)
8)Xin Ning, Weijun Li, Jian Xu. The Principle of Homology Continuity and Geometrical Covering Learning for Pattern Recognition. International Journal of Pattern Recognition and Artificial Intelligence, 2018,32(12). (CCF C)
9)Xin Ning, Shaohui Xu, fangzhe Nan, Xiaoli Dong, Weijun Li, Yuanzhou Yao. Continuous learning of face attribute synthesis. The 25th International Conference on Pattern Recognition (ICPR 2020) ,2020. (CCF C)
10)Shaohua Qi, Xin Ning, Guowei Yang, Liping Zhang, Peng Long, Weiwei Cai, Weijun Li. Review of Multi-view 3D Object Recognition Methods Based on Deep Learning, Displays, 2021, 69(1):102053. DOI:doi.org/10.1016/j.displa.2021.102053. (ESI高被引、通讯作者)
11)Chen Wang,Xiang Wang,Jiawei Zhang,Liang Zhang,Xiao Bai,Xin Ning,Jun Zhou,Edwin Hancock. Uncertainty Estimation for Stereo Matching Based on Evidential Deep Learning. Pattern Recognition, 2021(中科院一区、通讯作者)
12)L. Zhang, L. Sun, W. Li, J. Zhang, W. Cai, C. Cheng, X. Ning. A Joint Bayesian Framework based on Partial Least Squares Discriminant Analysis for Finger Vein Recognition. IEEE Sensors Journal, 2021. (中科院二区、通讯作者)
13)W. Cai, D. Liu, X. Ning, et al. Voxel-based Three-view Hybrid Parallel Network for 3D Object Classification, Displays, vol. 69, no. 1, 2021.(ESI热点、通讯作者)
14)W Cai, B Zhai, Y Liu, R Liu, X. Ning. Quadratic polynomial guided fuzzy C-means and dual attention mechanism for medical image segmentation. Displays, vol. 70, no. 102106, 2021.(通讯作者)
15)J. Miao, Z Wang, X. Ning, X. Nan, W. Cai, R. Liu. Practical and Secure Multifactor Authentication Protocol for Autonomous Vehicles in 5G. Software:Practice and Experience, 2022.(CCF B类SCI、通讯作者)
授权专利:
1)一种图像分类方法、装置及设备,公告号:CN111476310B;
2)卷积胶囊层的构建方法和多视角图像的分类方法及装置,公告号:CN111507410B;
3)一种人脸跟踪方法和系统,公告号:CN109033955B;
4)一种人脸面部图像定量分析系统及方法,公告号:CN109730637B;
5)梯度增强型Softmax分类器、训练信号产生方法及其应用,公告号:CN110533107B;
6)一种人脸图像的质量判定方法,公告号:CN108537787B;
7)一种自动描绘人脸线条画的方法,公告号:CN106485765B;
8)一种人脸活体检测方法及系统,公告号:CN105023010B;
9)人脸关键点定位模型的训练方法、装置及关键点定位方法,公告号:CN110334587B;
10)行人重识别模型优化处理方法、装置和计算机设备,公告号:CN 111860147 B;
软件著作权:
1)基于3D模型的多视角人脸图像生成系统 V1.0,登记号:2020SR1067096
2)基于3D模型的多视角图像增广系统 V1.0,登记号:2020SR1067111
3)戴口罩环境下多视角人脸姿态估计系统 V1.0,登记号:2020SR1067088
4)基于二维人脸图像的三维人脸建模系统 V1.0,登记号:2020SR1067103
5)人脸图像编辑与数据增广软件V1.0,登记号:2020SR1066304
获奖情况(本人及指导学生):
1)2021高通AI应用创新大赛 垃圾分类识别赛题 冠军
2)2021高通AI应用创新大赛 农作物病虫害识别赛题 冠军
3)2021珠港澳人工智能大赛-烟雾检测赛题 冠军
4)2021珠港澳人工智能大赛-打手机识别赛题 冠军
5)ECV 2021 电动车进电梯识别 冠军
6)ECV 2021反光衣识别 冠军
7)ECV 2021机动车识别 冠军
8)ECV 2021占道经营检测 冠军
9)2020 PRCV “高速低功耗视觉理解挑战赛” 冠军
10)2020首届珠港澳人工智能大赛-小摊占道识别赛题 冠军
11)2020首届珠港澳人工智能大赛-短裤短袖识别赛题 冠军
12)2021科大讯飞开发者大赛猪只盘点 亚军
13)ECV 2021船只数量检测 亚军
14)ECV 2021驾驶员不良习惯识别 亚军
15)2021高通AI应用创新大赛 表情识别赛题 亚军
16)2019 PRCV “高速低功耗视觉理解挑战赛” 亚军
17)2020 CCF BDCI 遥感影像地块分割 二等奖
18)2021第一届“计图”人工智能算法挑战赛 狗细识别赛道 三等奖
19)2021第一届“计图”人工智能算法挑战赛 交通标志识别赛道 三等奖
20)2021年CSIG图像图形技术挑战赛 3D人体目标检测与行为分析竞赛 季军