基本信息
李卫军  男  博导  中国科学院半导体研究所
电子邮件: wjli@semi.ac.cn
通信地址: 北京912信箱神经网络研究室
邮政编码: 100083

研究领域

人工神经网络、符号回归、智能芯片与系统

招生信息

   
招生专业
080902-电路与系统
085400-电子信息
招生方向
人工神经网络
智能芯片与系统
复杂系统建模

教育背景

1998-09--2004-06   中国科学院研究生院   博士
1994-09--1998-07   北京理工大学   学士
学历
半导体所 --20040630 研究生
学位
-- 博士

工作经历

   
工作简历
2014-12~2015-12,美国 University of Rhode Island, 访问学者
2004-07~现在, 中国科学院半导体研究所, 研究员

教授课程

视觉信息处理及FPGA实现
视觉信息处理与FPGA实现

专利与奖励

   

出版信息

   
发表论文
[1] Xin Ning, Zaiyang Yu, Lusi Li, Weijun Li, Prayag Tiwari. DILF: Differentiable rendering-based multi-view Image–Language Fusion for zero-shot 3D shape understanding. INFORMATION FUSION. 2024, 102: http://dx.doi.org/10.1016/j.inffus.2023.102033.
[2] 宁欣, 刘江宽, 李卫军, 石园, 支金林, 南方哲. 利用通道剪枝技术的实时实例分割方法. 太赫兹科学与电子信息学报. 2023, 21(1): 95-101, http://lib.cqvip.com/Qikan/Article/Detail?id=7108871856.
[3] Ning, Xin, Xu, Shaohui, Nan, Fangzhe, Zeng, Qingliang, Wang, Chen, Cai, Weiwei, Li, Weijun, Jiang, Yizhang. Face Editing Based on Facial Recognition Features. IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS[J]. 2023, 15(2): 774-783, http://dx.doi.org/10.1109/TCDS.2022.3182650.
[4] Miao Yuan, Zhiduo Liu, Xiaoting Wu, Haoyang Gou, Yugui Zhang, Xin Ning, Weijun Li, Zhaohui Yao, Yijun Wang, Weihua Pei, Hongda Chen. High-sensitive microfluidic contact lens sensor for intraocular pressure visualized monitoring. SENSORS AND ACTUATORS: A. PHYSICAL[J]. 2023, 354: http://dx.doi.org/10.1016/j.sna.2023.114250.
[5] Dong, Xiaoli, Ning, Xin, Xu, Jian, Yu, Lina, Li, Weijun, Zhang, Liping. A Recognizable Expression Line Portrait Synthesis Method in Portrait Rendering Robot. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS. 2023, http://dx.doi.org/10.1109/TCSS.2023.3241003.
[6] 王昌硕, 王含, 宁欣, 田生伟, 李卫军. 基于局部区域动态覆盖的3D点云分类方法. 软件学报[J]. 2023, 34(4): 1962-1976, http://lib.cqvip.com/Qikan/Article/Detail?id=7109432931.
[7] Ning, Xin, Tian, Weijuan, He, Feng, Bai, Xiao, Sun, Le, Li, Weijun. Hyper-sausage coverage function neuron model and learning algorithm for image classification. PATTERN RECOGNITION[J]. 2023, 136: http://dx.doi.org/10.1016/j.patcog.2022.109216.
[8] Ning, Xin, Weijun Li. Hyper-sausage coverage function neuron model and learning algorithm for image classification. Pattern Recognition[J]. 2022, 136(April 2023): 1-13, https://www.sciencedirect.com/science/article/pii/S0031320322006951?via%3Dihub.
[9] 宁欣, 田伟娟, 于丽娜, 李卫军. 面向小目标和遮挡目标检测的脑启发CIRA-DETR全推理方法. 计算机学报[J]. 2022, 45(10): 2080-2092, http://lib.cqvip.com/Qikan/Article/Detail?id=7108155955.
[10] Ning, Xin, 李卫军. Face editing based on facial recognition features. Ieee transactions on cognitive and developmental systems[J]. 2022, 139(2022): 1-1, https://ieeexplore.ieee.org/document/9795907.
[11] Ning, Xin, Tian, Weijuan, Yu, Zaiyang, Li, Weijun, Bai, Xiao, Wang, Yuebao. HCFNN: High-order coverage function neural network for image classification. PATTERN RECOGNITION[J]. 2022, 131: http://dx.doi.org/10.1016/j.patcog.2022.108873.
[12] Wang, Changshuo, Ning, Xin, Sun, Linjun, Zhang, Liping, Li, Weijun, Bai, Xiao. Learning Discriminative Features by Covering Local Geometric Space for Point Cloud Analysis. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2022, 60: http://dx.doi.org/10.1109/TGRS.2022.3170493.
[13] Wang, Guojun, Li, Weijun, Zhang, Liping, Sun, Linjun, Chen, Peng, Yu, Lina, Ning, Xin. Encoder-X: Solving Unknown Coefficients Automatically in Polynomial Fitting by Using an Autoencoder. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2022, 33(8): 3264-3276, [14] Zhang, Liping, Sun, Linjun, Li, Weijun, Zhang, Jianming, Cai, Weiwei, Cheng, Chuantong, Ning, Xin. A Joint Bayesian Framework Based on Partial Least Squares Discriminant Analysis for Finger Vein Recognition. IEEE SENSORS JOURNAL[J]. 2022, 22(1): 785-794, http://dx.doi.org/10.1109/JSEN.2021.3130951.
[15] Qi, Shaohua, Li, Weijun, Yang, Guowei. Double weighting convolutional neural net-works for multi-view 3D shape recognition. IET COMPUTER VISION. 2022, http://dx.doi.org/10.1049/cvi2.12107.
[16] Tong, Yuerong, Liu, Jingyi, Yu, Lina, Zhang, Liping, Sun, Linjun, Li, Weijun, Ning, Xin, Xu, Jian, Qin, Hong, Cai, Qiang. Technology investigation on time series classification and prediction. PEERJ COMPUTER SCIENCE[J]. 2022, 8: http://dx.doi.org/10.7717/peerj-cs.982.
[17] Liu, Jingyi, Wang, Guojun, Li, Weijun, Sun, Linjun, Zhang, Liping, Yu, Lina. Transcendental equation solver: A novel neural network for solving transcendental equation. APPLIED SOFT COMPUTING[J]. 2022, 117: http://dx.doi.org/10.1016/j.asoc.2022.108425.
[18] 吴涛, 董肖莉, 孟伟, 徐健, 覃鸿, 李卫军. 基于语义分割的简洁线条肖像画生成方法. 智能系统学报[J]. 2021, 16(1): 134-141, [19] Zhang, Liping, Sun, Linjun, Dong, Xiaoli, Yu, Lina, Li, Weijun, Ning, Xin, Feng, J, Zhang, J, Liu, M, Fang, Y. An Efficient Joint Bayesian Model with Soft Biometric Traits for Finger Vein Recognition. BIOMETRIC RECOGNITION (CCBR 2021)null. 2021, 12878: 248-258, [20] 李卫军. Polynomial Fitting Algorithm Based on Neural Network. ASP Transactions on Pattern Recognition and Intelligent Systemsnull. 2021, [21] 李卫军. A Joint Bayesian Framework based on Partial Least Squares Discriminant Analysis for Finger Vein Recognition. IEEE Sensors Journal[J]. 2021, [22] 李卫军. Producing Monomial Sets with Lower Calculation Complexity for Polynomial Fitting. (HPBD&IS 2021)null. 2021, [23] 李卫军. Image Defect Detection and Segmentation Algorithm of Solar Cell Based on Convolutional Neural Network. 6th International Conference on Intelligent Computing and Signal Processing. 2021, [24] Lu, Yaxuan, Li, Weijun, Ning, Xin, Dong, Xiaoli, Zhang, Liping, Sun, Linjun, Cheng, Chuantong. Blind image quality assessment based on the multiscale and dual-domains features fusion. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE[J]. 2021, http://dx.doi.org/10.1002/cpe.6177.
[25] Wang, Changshuo, Wang, Chen, Li, Weijun, Wang, Haining. A brief survey on RGB-D semantic segmentation using deep learning*. DISPLAYS[J]. 2021, 70: http://dx.doi.org/10.1016/j.displa.2021.102080.
[26] 李卫军. Encoder-X: Solving unknown coefficients automatically in polynomial fitting by using an autoencoder. IEEE Transactions on Neural Networks and Learning Systems[J]. 2021, [27] Zhang, Liping, Li, Weijun, Yu, Lina, Sun, Linjun, Dong, Xiaoli, Ning, Xin. GmFace: An explicit function for face image representation. DISPLAYS[J]. 2021, 68: http://dx.doi.org/10.1016/j.displa.2021.102022.
[28] Ning, Xin, Gong, Ke, Li, Weijun, Zhang, Liping, Bai, Xiao, Tian, Shengwei. Feature Refinement and Filter Network for Person Re-Identification. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2021, 31(9): 3391-3402, http://dx.doi.org/10.1109/TCSVT.2020.3043026.
[29] Ning, Xin, Gong, Ke, Li, Weijun, Zhang, Liping. JWSAA: Joint weak saliency and attention aware for person re-identification. NEUROCOMPUTING[J]. 2021, 453: 801-811, http://dx.doi.org/10.1016/j.neucom.2020.05.106.
[30] Zhai, Yujia, Lu, Baoli, Li, Weijun, Xu, Jian, Ma, Shuangyi. JD-SLAM: Joint camera pose estimation and moving object segmentation for simultaneous localization and mapping in dynamic scenes. INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS[J]. 2021, 18(1): https://doaj.org/article/87843f33f4b440adbc48f0d993fed707.
[31] 李卫军. A Modeling Method for Face Image Debluring. (HPBD&IS 2021)null. 2021, [32] Wang Lei, Qin Hong, Li Jing, Zhang Xiaobo, Yu Lina, Li Weijun, Huang Luqi. Geographical Origin Identification of Lycium Barbarum Using Near-Infrared Hyperspectral Imaging. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2020, 40(4): 1270-1275, https://www.webofscience.com/wos/woscc/full-record/WOS:000534352300046.
[33] Ning, Xin, Duan, Pengfei, Li, Weijun, Zhang, Shaolin. Real-Time 3D Face Alignment Using an Encoder-Decoder Network With an Efficient Deconvolution Layer. IEEE SIGNAL PROCESSING LETTERS[J]. 2020, 27: 1944-1948, http://dx.doi.org/10.1109/LSP.2020.3032277.
[34] Chen, Peng, Xiao, Qi, Xu, Jian, Dong, Xiaoli, Sun, Linjun, Li, Weijun, Ning, Xin, Wang, Guojun, Chen, Ziheng. Harnessing semantic segmentation masks for accurate facial attribute editing. CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE[J]. 2020, 34(12): http://dx.doi.org/10.1002/cpe.5798.
[35] 李卫军. AGCNN: Adaptive Gabor Convolutional Neural Networks with Receptive Fields for Vein Biometric Recognition. Concurrency and Computation: Practice and Experience. 2020, [36] Sun, Linjun, Li, Weijun, Ning, Xin, Zhang, Liping, Dong, Xiaoli, He, Wei. Gradient-Enhanced Softmax for Face Recognition. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS[J]. 2020, E103D(5): 1185-1189, https://www.webofscience.com/wos/woscc/full-record/WOS:000530668200032.
[37] 王磊, 覃鸿, 李静, 张小波, 于丽娜, 李卫军, 黄璐琦. 近红外高光谱图像的宁夏枸杞产地鉴别. 光谱学与光谱分析[J]. 2020, 40(4): 1270-1275, http://lib.cqvip.com/Qikan/Article/Detail?id=7101516489.
[38] Ning, Xin, Tian, Weijuan, Li, Weijun, Lu, Yueyue, Nie, Shuai, Sun, Linjun, Chen, Ziheng. BDARS_CapsNet: Bi-Directional Attention Routing Sausage Capsule Network. IEEE ACCESS[J]. 2020, 8: 59059-59068, http://dx.doi.org/10.1109/ACCESS.2020.2982782.
[39] Ning, Xin, Xu, Shaohui, Li, Weijun, Nie, Shuai. FEGAN: Flexible and Efficient Face Editing With Pre-Trained Generator. IEEE ACCESS[J]. 2020, 8: 65340-65350, https://doaj.org/article/7ffb4f773f6247da8223fc513739eb57.
[40] 李卫军. PickPatch: A Regularization Method for Deep Face Recognition. CCEAI 2020. 2020, [41] Ning, Xin, Duan, Pengfei, Li, Weijun, Shi, Yuan, Li, Shuang. A CPU Real-Time Face Alignment for Mobile Platform. IEEE ACCESS[J]. 2020, 8: 8834-8843, https://doaj.org/article/f8d03ee317304e8c8d4336b110b77f67.
[42] Lu, Yaxuan, Li, Weijun, Ning, Xin, Dong, Xiaoli, Zhang, Yankun, Sun, Linjun, IEEE. Face Quality Assessment based on Local Gradient. PROCEEDINGS OF 2020 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS)null. 2020, 61-65, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000629437100013.
[43] Zhang, Yakun, Li, Weijun, Zhang, Liping, Ning, Xin, Sun, Linjun, Lu, Yaxuan. Adaptive Learning Gabor Filter for Finger-Vein Recognition. IEEE ACCESS[J]. 2019, 7: 159821-159830, https://doaj.org/article/0c6eb8b8355646eb81061ff7bcdd04f6.
[44] Zhang Yakun, Li Weijun, Zhang Liping, Lu Yaxuan, IEEE. Adaptive Gabor Convolutional Neural Networks for Finger-Vein Recognition. 2019 INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE BIG DATA AND INTELLIGENT SYSTEMS (HPBD&IS)null. 2019, 219-222, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000491332900039.
[45] 宁欣, 李卫军, 田伟娟, 徐驰, 徐健. 一种自适应模板更新的判别式KCF跟踪方法. 智能系统学报[J]. 2019, 14(1): 121-126, http://lib.cqvip.com/Qikan/Article/Detail?id=7001382665.
[46] Liu Wenjie, Li Weijun, Qin Hong, Li Haoguang, Ning Xin. Research on Identifying Maize Haploid Seeds Using Near Infrared Spectroscopy Based on Kernel Locality Preserving Projection. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2019, 39(8): 2574-2577, https://www.webofscience.com/wos/woscc/full-record/WOS:000483420700041.
[47] Lin, Jianchu, Li, Jinlong, Li, Weijun, Qin, Hong, Chen, Shaojiang. A data transfer method for improving seed identification of maize (Zea mays) haploid breeding based on genetic similarity. PLANT BREEDING[J]. 2019, 138(6): 790-801, http://dx.doi.org/10.1111/pbr.12746.
[48] Chen, Peng, Li, Weijun, Sun, Linjun, Ning, Xin, Yu, Lina, Zhang, Liping. LGCN: Learnable Gabor Convolution Network for Human Gender Recognition in the Wild. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS[J]. 2019, E102D(10): 2067-2071, https://www.webofscience.com/wos/woscc/full-record/WOS:000488274300020.
[49] 刘文杰, 李卫军, 覃鸿, 李浩光, 宁欣. 基于核局部保持投影的近红外光谱玉米单倍体识别研究. 光谱学与光谱分析[J]. 2019, 39(8): 2574-2577, http://lib.cqvip.com/Qikan/Article/Detail?id=7002627612.
[50] Li Dongyang, Wang Yan, Xu Bin, Li Wenjiang, Li Weijun, Yu Lina, Yang Qing, IEEE. PIPULS: Predicting I/O Patterns Using LSTM in Storage Systems. 2019 INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE BIG DATA AND INTELLIGENT SYSTEMS (HPBD&IS)null. 2019, 14-21, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000491332900003.
[51] Yu, Lina, Liu, Wenjie, Li, Weijun, Qin, Hong, Xu, Jian, Zuo, Min. Non-destructive identification of maize haploid seeds using nonlinear analysis method based on their near-infrared spectra. BIOSYSTEMS ENGINEERING[J]. 2018, 172: 144-153, http://dx.doi.org/10.1016/j.biosystemseng.2018.05.011.
[52] 林琴, 李卫军, 董肖莉, 宁欣, 陈鹏. 基于双目视觉的人脸三维重建. 智能系统学报[J]. 2018, 13(4): 534-542, http://lib.cqvip.com/Qikan/Article/Detail?id=675834692.
[53] Li Wei, Li Jinlong, Li Weijun, Liu Liwei, Li Haoguang, Chen Chen, Chen Shaojiang. Near Infrared Spectroscopy Analysis Based Machine Learning to Identify Haploids in Maize. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2018, 38(9): 2763-2769, http://dx.doi.org/10.3964/j.issn.1000-0593(2018)09-2763-07.
[54] Li, Weijun, Huusom, Jakob Kjobsted, Zhou, Zhimao, Nie, Yi, Xu, Yajing, Zhang, Xiangping. Multi-objective optimization of methane production system from biomass through anaerobic digestion. CHINESE JOURNAL OF CHEMICAL ENGINEERING[J]. 2018, 26(10): 2084-2092, http://lib.cqvip.com/Qikan/Article/Detail?id=676803289.
[55] Ni, Fan, Wu, Xingbo, Li, Weijun, Wang, Lei, Jiang, Song. WOJ: Enabling Write-Once Full-data Journaling in SSDs by using weak-hashing-based deduplication. PERFORMANCE EVALUATION[J]. 2018, 127: 56-69, http://dx.doi.org/10.1016/j.peva.2018.09.004.
[56] Ning, Xin, Li, Weijun, Wei, Meili, Sun, Linjun, Dong, Xiaoli, DeMarsico, M, DiBaja, GS, Fred, A. Face Anti-spoofing based on Deep Stack Generalization Networks. PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION APPLICATIONS AND METHODS (ICPRAM 2018)null. 2018, 317-323, http://dx.doi.org/10.5220/0006568103170323.
[57] Dong Xiaoli, Li Weijun, Ning Xin, Zhang Liping, Lu Yaxuan, Destech Publicat Inc. Stylized Portrait Generation and Intelligent Drawing of Portrait Rendering Robot. INTERNATIONALCONFERENCEONMECHANICALELECTRONICANDINFORMATIONTECHNOLOGYICMEIT2018null. 2018, 317-322, [58] Ning, Xin, Li, Weijun, Tang, Bo, He, Haibo. BULDP: Biomimetic Uncorrelated Locality Discriminant Projection for Feature Extraction in Face Recognition. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2018, 27(5): 2575-2586, https://www.webofscience.com/wos/woscc/full-record/WOS:000427195200003.
[59] 张丽萍, 李卫军, 宁欣, 董肖莉, 刘文杰. 一种基于2DHOL特征与(2D)2FPCA结合的手指静脉识别方法. 计算机辅助设计与图形学学报[J]. 2018, 30(2): 254-261, http://lib.cqvip.com/Qikan/Article/Detail?id=7000474855.
[60] 李卫军. A Binary Code Learning Method Based on Class-neighborhood for Finger Vein Recognition. The 2018 International conference on Artificial Intelligence: Technologies and Applications (ICAITA2018). 2018, [61] Ning, Xin, Li, Weijun, Tian, Weijuan, Xuchi, Dongxiaoli, Zhangliping, Cheng, L, Leung, ACS, Ozawa, S. Deep Adaptive Update of Discriminant KCF for Visual Tracking. NEURAL INFORMATION PROCESSING (ICONIP 2018), PT VInull. 2018, 11306: 441-451, [62] 李卫军. 应用三角形坐标系的风格化肖像生成方法. 西安交通大学学报. 2018, [63] 董肖莉, 李卫军, 宁欣, 张丽萍, 路亚旋. 应用三角形坐标系的风格化肖像生成算法. 西安交通大学学报[J]. 2018, 52(4): 139-144, http://lib.cqvip.com/Qikan/Article/Detail?id=7000535007.
[64] Li Wei, Li Jinlong, Li Weijun, Liu Liwei, Li Haoguang, Chen Chen, Chen Shaojiang. Near Infrared Spectroscopy Analysis Based Machine Learning to Identify Haploids in Maize. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2018, 38(9): 2763-2769, https://www.webofscience.com/wos/woscc/full-record/WOS:000444933500017.
[65] Ning, Xin, Li, Weijun, Xu, Jiang. The Principle of Homology Continuity and Geometrical Covering Learning for Pattern Recognition. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE[J]. 2018, 32(12): [66] Lin, Jianchu, Yu, Lina, Li, Weijun, Qin, Hong. Method for Identifying Maize Haploid Seeds by Applying Diffuse Transmission Near-Infrared Spectroscopy. APPLIED SPECTROSCOPY[J]. 2018, 72(4): 611-617, https://www.webofscience.com/wos/woscc/full-record/WOS:000431109100011.
[67] Weijun Li, Jakob Kjbsted Huusom, Zhimao Zhou, Yi Nie, Yajing Xu, Xiangping Zhang. Multi-objective optimization of methane production system from biomass through anaerobic digestion. 中国化学工程学报:英文版[J]. 2018, 26(10): 2084-2092, http://lib.cqvip.com/Qikan/Article/Detail?id=676803289.
[68] LIU Wen-jie, LI Wei-jun, LI Hao-guang, QIN Hong, NING Xin. Research on the Method of Identifying Maize Haploid Based on KPCA and Near Infrared Spectrum. 光谱学与光谱分析[J]. 2017, 37(7): 2024-2027, http://ir.semi.ac.cn/handle/172111/28650.
[69] Ning, Xin, Li, Weijun, Liu, Wenjie. A Fast Single Image Haze Removal Method Based on Human Retina Property. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS[J]. 2017, E100D(1): 211-214, http://ir.semi.ac.cn/handle/172111/28651.
[70] 李浩光, 李卫军, 覃鸿, 于丽娜, 于云华, 逄燕. 基于栈式自编码神经网络的包衣单籽粒玉米品种识别. 农业机械学报[J]. 2017, 422-428, http://lib.cqvip.com/Qikan/Article/Detail?id=78897488504849558349485453.
[71] 刘文杰, 李卫军, 李浩光, 覃鸿, 宁欣. 基于KPCA和近红外光谱的鉴别玉米单倍体方法研究. 光谱学与光谱分析[J]. 2017, 37(7): 2024-2027, http://lib.cqvip.com/Qikan/Article/Detail?id=672808644.
[72] Liu, Wenjie, Li, Weijun, Sun, Linjun, Zhang, Liping, Chen, Peng, IEEE. Finger Vein Recognition Based on Deep Learning. PROCEEDINGS OF THE 2017 12TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA)null. 2017, 205-210, [73] Liu Wenjie, Li Weijun, Li Haoguang, Qin Hong, Ning Xin. Research on the Method of Identifying Maize Haploid Based on KPCA and Near Infrared. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2017, 37(7): 2024-2027, https://www.webofscience.com/wos/woscc/full-record/WOS:000405648400007.
[74] 李卫军. Livenss detection using texture and 3D. Springer International Publishing. 2016, [75] 李卫军. 一种添加历史数据的近红外光谱特征提取方法研究. 光谱学与光谱分析. 2016, [76] Li Haoguang, Li Weijun, Qin Hong, Zhang Liping, Dong Xiaoli, Yu Yunhua. A New Feature Extraction Method of Near-Infrared Spectra Based on the Addition of Historical Data. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2016, 36(10): 3148-3153, [77] 覃鸿, 马竞一, 陈绍江, 严衍禄, 李卫军, 王平, 刘金. 基于近红外漫反射与漫透射光谱的玉米单倍体鉴别比较研究(英文). 光谱学与光谱分析[J]. 2016, 36(1): 292-297, http://lib.cqvip.com/Qikan/Article/Detail?id=667670127.
[78] 陈阳, 覃鸿, 李卫军, 周新奇, 董肖莉, 张丽萍, 李浩光. 仿生模式识别技术研究与应用进展. 智能系统学报[J]. 2016, 11(1): 1-14, http://lib.cqvip.com/Qikan/Article/Detail?id=668366916.
[79] 李浩光, 李卫军, 覃鸿, 陈绍江, 刘金, 李伟. 基于最小平方误差的单倍体和二倍体分类方法研究. 农业机械学报[J]. 2016, 47(6): 259-264, https://d.wanfangdata.com.cn/periodical/nyjxxb201606034.
[80] 师亚亭, 李卫军, 宁欣, 董肖莉, 张丽萍. 基于嘴巴状态约束的人脸特征点定位算法. 智能系统学报[J]. 2016, 11(5): 578-585, http://lib.cqvip.com/Qikan/Article/Detail?id=670605805.
[81] Qin Hong, Ma Jingyi, Chen Shaojiang, Yan Yanlu, Li Weijun, Wang Ping, Liu Jin. Identification of Haploid Maize Kernel Using NIR Spectroscopy in Reflectance and Transmittance Modes: A Comparative Study. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2016, 36(1): 292-297, https://www.webofscience.com/wos/woscc/full-record/WOS:000368043800057.
[82] 宁欣, 李卫军, 李浩光, 刘文杰. 基于仿生学的不相关局部保持鉴别分析. 计算机研究与发展[J]. 2016, 53(11): 2623-2629, https://crad.ict.ac.cn/cn/article/doi/10.7544/issn1000-1239.2016.20150630.
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[84] 李卫军, 刘玉梅, 陈绍江, 覃鸿, 刘金, 田震. 基于机器视觉的玉米单倍体自动分选系统. 农机化研究[J]. 2016, 81-85, http://lib.cqvip.com/Qikan/Article/Detail?id=678748974201601018.
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[87] 陈阳, 董肖莉, 李卫军, 张丽萍, 覃鸿. 基于仿生形象思维方法的图像检索算法的改进. 智能系统学报[J]. 2015, 10(2): 209-214, http://lib.cqvip.com/Qikan/Article/Detail?id=664555920.
[88] 阮晓虎, 李卫军, 覃鸿, 董肖莉, 张丽萍. 一种基于特征匹配的人脸配准判断方法. 智能系统学报[J]. 2015, 10(1): 12-19, http://lib.cqvip.com/Qikan/Article/Detail?id=664060240.
[89] Zhang, Tao, Lu, Haojie, Li, Weijun, Hu, Ronggui, Chen, Zi. Identification of Arsenic Direct-Binding Proteins in Acute Promyelocytic Leukaemia Cells. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES[J]. 2015, 16(11): 26871-26879, https://doaj.org/article/162defb4aa5c4945bf53a249fac1ea74.
[90] 柳培忠, 张丽萍, 李卫军, 覃鸿, 董肖莉. 基于DS算法的玉米近红外定性分析光谱校正方法研究. 光谱学与光谱分析[J]. 2014, 34(6): 1533-1537, http://lib.cqvip.com/Qikan/Article/Detail?id=49974994.
[91] 曹吾, 李卫军, 王平, 张丽萍. 近红外定性分析模型的稳健性与适应性分析. 光谱学与光谱分析[J]. 2014, 34(6): 1506-1511, http://lib.cqvip.com/Qikan/Article/Detail?id=49974989.
[92] 柳培忠, 阮晓虎, 田震, 李卫军, 覃鸿. 一种基于多特征融合的视频目标跟踪方法. 智能系统学报[J]. 2014, 9(3): 319-324, http://lib.cqvip.com/Qikan/Article/Detail?id=661590760.
[93] Liu Peizhong, Zhang Liping, Li Weijun, Qin Hong, Dong Xiaoli. Study on Spectral Calibration of Discrimination of Corn Variety Using Near-Infrared Spectra Based on DS Algorithm. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2014, 34(6): 1533-1537, http://ir.semi.ac.cn/handle/172111/25949.
[94] 李卫军. Facial Gender Recognition Based on Local Gabor Binary Pattern and Orthogonal Linear Discriminant Analysis. Journal of Pattern Recognition and Intelligent Systems. 2014, [95] 柳培忠, 宁欣, 李卫军. 一种网页图像文字分割方法. 计算机工程与应用[J]. 2014, 180-183,232, http://lib.cqvip.com/Qikan/Article/Detail?id=49662679.
[96] 李卫军. A text location method for web images. Advanced Materials Research. 2014, [97] 陈亮, 李卫军, 谌琛, 覃鸿, 来疆亮. 数字图像清晰度评价函数的通用评价能力研究. 计算机工程与应用[J]. 2013, 49(14): 152-155,235, http://lib.cqvip.com/Qikan/Article/Detail?id=46546727.
[98] 李同宇, 李卫军, 覃鸿. 基于特征融合的人脸图像性别识别. 智能系统学报[J]. 2013, 8(6): 505-511, http://lib.cqvip.com/Qikan/Article/Detail?id=48374746.
[99] 谌琛, 李卫军, 陈亮, 覃鸿, 来疆亮. 一种自适应的仿生图像增强方法:LDRF算法. 智能系统学报[J]. 2012, 7(5): 404-408, http://lib.cqvip.com/Qikan/Article/Detail?id=43878482.
[100] 张丽萍, 李卫军, 王平, 安冬. 玉米品种近红外光谱鉴别技术中的参数漂移问题研究. 光谱学与光谱分析[J]. 2012, 32(10): 2785-2788, http://lib.cqvip.com/Qikan/Article/Detail?id=43415295.
[101] 赵慧敏, 李卫军, 刘扬阳, 谌琛, 陈亮. 基于三高斯滤波的低质指纹图像增强方法. 智能系统学报[J]. 2012, 7(6): 489-493, http://lib.cqvip.com/Qikan/Article/Detail?id=44504120.
[102] 卢洋, 梁先扬, 李卫军, 张伟风. 基于近红外光谱短波段的玉米品种鉴别研究. 河南大学学报:自然科学版[J]. 2012, 42(3): 239-243, http://lib.cqvip.com/Qikan/Article/Detail?id=42146338.
[103] 李卫军. 图像退化过程中的同源连续性研究. LNCS. 2011, [104] 李阳鹏, 李卫军, 来疆亮. 玉米品种近红外光谱的DFT特征分析方法. 光谱学与光谱分析[J]. 2011, 31(1): 119-122, http://lib.cqvip.com/Qikan/Article/Detail?id=36246067.
[105] Chen Liang, Li Weijun, Chen Chen, Deng H, Miao DQ, Lei JS, Wang FL. Research on the Principle of Homology-Continuity in Image Degradation. ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, PT IInull. 2011, 7003: 255-263, [106] Qin Hong, Wang Huirong, Li Weijun, Jin Xiaoxian. Application of DPLS-Based LDA in Corn Qualitative Near Infrared Spectroscopy Analysis. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2011, 31(7): 1777-1781, http://ir.semi.ac.cn/handle/172111/22719.
[107] 李卫军. 基于DPLS特征提取的LDA方法在玉米近红外光谱定性分析中的应用. 光谱学与光谱分析. 2011, [108] Wang Huirong, Li Weijun, Liu Yangyang, Chen Xinliang, Lai Jiangliang. Study on Discrimination of Varieties of Corn Using Near-Infrared Spectroscopy Based on GA and LDA. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2011, 31(3): 669-672, http://ir.semi.ac.cn/handle/172111/21371.
[109] Wang Huirong, Li Weijun, Liu Yangyang, Chen Xinliang, Lai Jiangliang. Study on Discrimination of Varieties of Corn Using Near-Infrared Spectroscopy Based on GA and LDA. SPECTROSCOPYANDSPECTRALANALYSIS[J]. 2011, 31(3): 669-672, http://ir.semi.ac.cn/handle/172111/21371.
[110] Li Yangpeng, Li Weijun, Lai Jiangliang. DFT Feature Analysis of Corn Varieties Based on Near Infrared Spectra. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2011, 31(1): 119-122, http://ir.semi.ac.cn/handle/172111/21373.
[111] 王守觉. 硬限幅多阈值神经元在组合逻辑设计中的应用. 电路与系统学报[J]. 2011, 16(1): 2-2412, VIP_JournalArticle.
[112] Qin Hong, Wang Huirong, Li Weijun, Jin Xiaoxian. Application of DPLS-Based LDA in Corn Qualitative Near Infrared Spectroscopy Analysis. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2011, 31(7): 1777-1781, http://ir.semi.ac.cn/handle/172111/22719.
[113] 李卫军. 一种改进的仿生图像处理方法. LNCS. 2011, [114] 刘扬阳. 基于遗传算法与线性鉴别的近红外光谱玉米品种鉴别研究. 光谱学与光谱分析. 2010, [115] 李卫军. 玉米品种近红外光谱的特征分析与鉴别方法. 光谱学与光谱分析. 2010, [116] 王守觉. 一种基于视觉特性的仿生图像增强算法. 计算机辅助设计与图形学学报[J]. 2010, 22(3): 3-3754, VIP_JournalArticle.
[117] Wang Huirong, Chen Xinliang, Li Weijun, Lai Jiangliang. Feature Analysis and Discrimination of Varieties of Corn Based on Near Infrared Spectra. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2010, 30(12): 3213-3216, http://ir.semi.ac.cn/handle/172111/22877.
[118] Chen Xinliang, Wang Hui Rong, Li Wei Jun, Lai Jiang Liang. A Frequency Selection Method of NIR Spectroscopy for Discrimination of Maize Seed Varieties. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2010, 30(11): 2919-2922, http://ir.semi.ac.cn/handle/172111/21375.
[119] 陈新亮, 王徽蓉, 李卫军, 来疆亮. 一种用于玉米品种鉴别的近红外光谱频率选择方法. 光谱学与光谱分析[J]. 2010, 2919-2922, http://lib.cqvip.com/Qikan/Article/Detail?id=35680631.
[120] Wang Huirong, Chen Xinliang, Li Weijun, Lai Jiangliang. Feature Analysis and Discrimination of Varieties of Corn Based on Near Infrared Spectra. SPECTROSCOPY AND SPECTRAL ANALYSIS[J]. 2010, 30(12): 3213-3216, http://ir.semi.ac.cn/handle/172111/22877.
[121] 王守觉. 具有期望容错域的前向掩蔽联想记忆模型的设计方法. 计算机学报[J]. 2009, 32(1): 2-3, VIP_JournalArticle.
[122] Wang Shoujue, Chen Xu, Li Weijun. Discussion on the basic mathematical models of neurons - Double synaptic weight neuron in general-purpose neurocomputer, theory and application. CHINESE JOURNAL OF ELECTRONICS. 2006, 15(3): 373-377, http://lib.cqvip.com/Qikan/Article/Detail?id=22311640.
[123] Yue, Weisheng, Lia, Xiaolin, Liu, Jiangfeng, Li, Yan, Yu, Xiaohan, Deng, Biao, Wan, Tianmin, Zhang, Guilin, Huang, Yuying, He, Wei, Hua, Wei, Shao, Longyi, Li, Weijun, Yang, Shushen. Characterization of PM2.5 in the ambient air of Shanghai city by analyzing individual particles. SCIENCE OF THE TOTAL ENVIRONMENT[J]. 2006, 368(2-3): 916-925, http://dx.doi.org/10.1016/j.scitotenv.2006.03.043.
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[125] 王守觉. 复杂背景下多姿态人脸快速检测算法. 计算机辅助设计与图形学学报[J]. 2004, 16(1): 45-50, http://lib.cqvip.com/Qikan/Article/Detail?id=9092242.0.
[126] 李卫军. 基于仿生模式识别的实物识别专用神经计算机系统研究与设计. 2004, http://ir.semi.ac.cn/handle/172111/5285.
[127] 王守觉. 单节拍浮点运算神经元的组合逻辑设计. 半导体学报[J]. 2004, 25(11): 50-50, http://lib.cqvip.com/Qikan/Article/Detail?id=1.0866298E7.
[128] 王守觉, 曲延锋, 李卫军, 覃鸿. 基于仿生模式识别与传统模式识别的人脸识别效果比较研究. 电子学报[J]. 2004, 32(7): 1057-1061, http://lib.cqvip.com/Qikan/Article/Detail?id=1.0019764E7.
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发表著作
(1) 近红外光谱定性分析原理、技术及应用, 科学出版社, 2020-12, 第 1 作者
(2) Applications of Topology and Geometry in Computer Vision, Australia Academic Press PTY. LTD., 2021-07, 第 2 作者

科研活动

   
科研项目
( 1 ) 认知计算研究, 主持, 院级, 2018-05--2023-05
( 2 ) 基于高维形象几何分析的NIR分析技术研究与软件开发, 主持, 国家级, 2014-10--2017-09
( 3 ) 基于同源连续性原理的人脸老化建模与识别方法研究, 主持, 国家级, 2016-01--2019-12
( 4 ) 智能数据存储处理芯片关键技术及应用研究, 主持, 省级, 2019-01--2021-12
( 5 ) 生物特征识别技术, 主持, 院级, 2018-05--2023-05
( 6 ) 基于高维形象几何分析方法的仿生人脸图像处理与识别方法研究, 主持, 国家级, 2010-01--2012-12
( 7 ) 基于高维仿生信息学的低数据量面像识别技术, 主持, 国家级, 2006-12--2008-12
( 8 ) 中医AI 视觉技术联合实验室, 主持, 院级, 2021-08--2026-08

合作情况

深圳威富集团

指导学生

已指导学生

谌琛  硕士研究生  080902-电路与系统  

陈亮  硕士研究生  080902-电路与系统  

李同宇  硕士研究生  080902-电路与系统  

阮晓虎  硕士研究生  085208-电子与通信工程  

师亚亭  硕士研究生  085208-电子与通信工程  

林琴  硕士研究生  085208-电子与通信工程  

李浩光  博士研究生  080902-电路与系统  

宁欣  博士研究生  080902-电路与系统  

刘文杰  博士研究生  080902-电路与系统  

董肖莉  博士研究生  080902-电路与系统  

张丽萍  博士研究生  080902-电路与系统  

陈鹏  博士研究生  080902-电路与系统  

孙琳钧  博士研究生  080902-电路与系统  

林剑楚  博士研究生  080902-电路与系统  

路亚旋  博士研究生  080902-电路与系统  

张亚坤  博士研究生  080902-电路与系统  

翟宇佳  硕士研究生  080902-电路与系统  

王国俊  硕士研究生  085211-计算机技术  

现指导学生

马双翼  博士研究生  080902-电路与系统  

仝月榕  硕士研究生  080902-电路与系统  

何金钟  硕士研究生  085400-电子信息  

田昊  硕士研究生  085400-电子信息  

张明  硕士研究生  080902-电路与系统  

刘婧逸  博士研究生  080902-电路与系统  

冉航  博士研究生  080902-电路与系统  

李文强  硕士研究生  085400-电子信息  

李彦杰  硕士研究生  085400-电子信息