基本信息

张建林  男  博导  中国科学院光电技术研究所
电子邮件: jlin_zh@163.com
通信地址: 四川成都双流西航港光电大道1号
邮政编码: 610209

研究领域

智能图像处理计算机视觉研究,重点以机器学习为基础进行海量图像数据的分析理解,力图让机器具有类似人眼与脑的信息获取、提取与学习认知功能,实现机器的智能化、自动化。主要学科包括:图像处理、机器学习、人工智能。


招生信息

   
招生专业
081002-信号与信息处理
招生方向
图像处理,计算机视觉,机器学习

出版信息

   
发表论文
[1] 魏子然, 杨威, 张建林, 徐智勇, 刘永, 王盛杰. 基于深度学习的单像素相机超分辨率成像优化. 半导体光电[J]. 2021, 42(3): 412-417, http://lib.cqvip.com/Qikan/Article/Detail?id=7105480354.
[2] 刘勇, 李杰, 张建林, 徐智勇, 魏宇星. 基于深度学习的二维人体姿态估计研究进展. 计算机工程[J]. 2021, 47(3): 1-16, http://lib.cqvip.com/Qikan/Article/Detail?id=7104079428.
[3] Tang, Chuanming, Qin, Peng, Zhang, Jianlin. Robust Template Adjustment Siamese Network for Object Visual Tracking. SENSORS[J]. 2021, 21(4): https://doaj.org/article/95ef0da8701743fba4e1b2871d702601.
[4] Wu, Rouwan, Xu, Zhiyong, Zhang, Jianlin, Zhang, Lihong. Robust Global Motion Estimation for Video Stabilization Based on Improved K-Means Clustering and Superpixel. SENSORS[J]. 2021, 21(7): https://doaj.org/article/794e69ee647343b1a01a55eabdbe5251.
[5] Li, Biao, Zhiyong, Xu, Zhang, Jianlin, Wang, Xiangru, Fan, Xiangsuo. Background Modeling Based on Statistical Clustering Partitioning. MATHEMATICAL PROBLEMS IN ENGINEERING[J]. 2021, 2021: https://doaj.org/article/5df3127a3ce8463f8543475921ba9556.
[6] Shao, Linsong, Zuo, Haorui, Zhang, Jianlin, Xu, Zhiyong, Yao, Jinzhen, Wang, Zhixing, Li, Hong. Filter Pruning via Measuring Feature Map Information. SENSORS[J]. 2021, 21(19): http://dx.doi.org/10.3390/s21196601.
[7] Yang, Wei, Zhang, Jianlin, Chen, Zhongbi, Xu, Zhiyong. An efficient semantic segmentation method based on transfer learning from object detection. IET IMAGE PROCESSING[J]. 2021, 15(1): 57-64, https://doaj.org/article/a587b0a60d8649228169ff8ff2f1e1bb.
[8] Yang, Wenjie, Zhang, Jianlin, Cai, Jingju, Xu, Zhiyong. Shallow Graph Convolutional Network for Skeleton-Based Action Recognition. SENSORS[J]. 2021, 21(2): https://doaj.org/article/6d0ca8ff06ef445cb8267981d6f5fc1a.
[9] Chen, Feiran, Zhang, Jianlin, Cai, Jingju, Xu, Tao, Lu, Gang, Peng, Xianrong. Infrared Image Adaptive Enhancement Guided by Energy of Gradient Transformation and Multiscale Image Fusion. APPLIED SCIENCES-BASEL[J]. 2020, 10(18): https://www.webofscience.com/wos/woscc/full-record/WOS:000581501300001.
[10] 赵春梅, 陈忠碧, 张建林. 基于卷积网络的目标跟踪应用研究. 光电工程[J]. 2020, 47(1): 3-11, https://kns.cnki.net/KCMS/detail/detail.aspx?dbcode=CJFQ&dbname=CJFDLAST2020&filename=GDGC202001001&v=MTExMzMzcVRyV00xRnJDVVI3cWVaK2RxRkNqbVZMekxJaW5NYmJHNEhOSE1ybzlGWllSOGVYMUx1eFlTN0RoMVQ=.
[11] Biao Li, Xu Zhiyong, Jianlin Zhang, Xiangru Wang, Xiangsuo Fan. Dim-Small Target Detection Based on Adaptive Pipeline Filtering. MATHEMATICAL PROBLEMS IN ENGINEERING[J]. 2020, 2020(8234349): https://doaj.org/article/4fdcdefb28cd4b33a264afa5d3f108eb.
[12] Wei, Ziran, Zhang, Jianlin, Xu, Zhiyong, Liu, Yong. Optimization Methods of Compressively Sensed Image Reconstruction Based on Single-Pixel Imaging. APPLIED SCIENCES-BASEL[J]. 2020, 10(9): http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000535541900301.
[13] Zuo, Haorui, Xu, Zhiyong, Zhang, Jianlin, Jia, Ge. Visual tracking based on transfer learning of deep salience information. OPTO-ELECTRONIC ADVANCES[J]. 2020, 3(9): http://dx.doi.org/10.29026/oea.2020.190018.
[14] 杨嘉棋, 任立成, 欧阳益民, 刘学智, 张建林. 超高清显示系统设计. 国外电子测量技术[J]. 2020, 39(11): 6-, http://lib.cqvip.com/Qikan/Article/Detail?id=7103749972.
[15] Yan Bei, Zhang Li, Zhang Jianlin, Xu Zhiyong. Image Generation Method for Adversarial Network Based on Residual Structure. LASER & OPTOELECTRONICS PROGRESS[J]. 2020, 57(18): [16] 李红运, 张建林, 周丽君, 杨亚锋. MT-混合数据的深度网络快速训练方法. 计算机工程与设计[J]. 2020, 41(1): 52-58, http://lib.cqvip.com/Qikan/Article/Detail?id=7100825927.
[17] Haorui Zuo, Zhiyong Xu, Jianlin Zhang, Ge Jia. Visual tracking based on transfer learning of deep salience information. 光电进展(英文)[J]. 2020, 3(9): 30-40, http://lib.cqvip.com/Qikan/Article/Detail?id=7103036520.
[18] 张汝榛, 张建林, 祁小平, 左颢睿, 徐智勇. 复杂场景下的红外目标检测. 光电工程[J]. 2020, 47(10): 200314-1, http://lib.cqvip.com/Qikan/Article/Detail?id=7103421669.
[19] Qiu, Qingquan, Xiao, Liye, Zhang, Guomin, Teng, Yuping, Song, Naihao, Gao, Zhiyuan, Jing, Liwei, Zhao, Yanxing, Chen, Jianhui, Zhang, Jianlin, Zhou, Zhihao, Gong, Maoqiong, Qiu, Ming. Design and testing of a 10 kV/1 kA superconducting energy pipeline prototype for electric power and liquid natural gas transportation. SUPERCONDUCTOR SCIENCE & TECHNOLOGY[J]. 2020, 33(9): https://www.webofscience.com/wos/woscc/full-record/WOS:000555714600001.
[20] 王若霄, 徐智勇, 张建林. 跨深度的卷积特征增强目标检测算法. 计算机工程与设计[J]. 2020, 41(7): 1864-1871, http://lib.cqvip.com/Qikan/Article/Detail?id=7102269711.
[21] Wei, Ziran, Zhang, Jianlin, Xu, Zhiyong, Liu, Yong, Luo, X, Jiang, Y, Lu, J, Liu, D. Image Denoising via Adaptive Dictionary Learning Based on Single-Pixel Imaging. AOPC 2020: OPTICAL SENSING AND IMAGING TECHNOLOGYnull. 2020, 11567: [22] Wu, Fei, Zhang, Jianlin, Xu, Zhiyong. Stably Adaptive Anti-Occlusion Siamese Region Proposal Network for Real-Time Object Tracking. IEEE ACCESS[J]. 2020, 8: 161349-161360, https://doaj.org/article/624bafa6a4514b1bb3f6907155784753.
[23] Ziran Wei, Jianlin Zhang, Zhiyong Xu, Yong Liu. Measurement Matrix Optimization via Mutual Coherence Minimization for Compressively Sensed Signals Reconstruction. MATHEMATICAL PROBLEMS IN ENGINEERING[J]. 2020, 2020(7979606): https://doaj.org/article/5092713719c74e899984f44afc1f44c2.
[24] 王若霄, 徐智勇, 张建林. 基于SSD的实时轻量级无人机检测算法. 半导体光电[J]. 2020, 41(2): 296-300, http://lib.cqvip.com/Qikan/Article/Detail?id=7101823703.
[25] 颜贝, 张礼, 张建林, 徐智勇. 基于残差结构的对抗式网络图像生成方法. 激光与光电子学进展[J]. 2020, 57(18): 181504-1, http://lib.cqvip.com/Qikan/Article/Detail?id=7103161858.
[26] Zhou, Lijun, Yao, Xuwen, Zhang, Jianlin. Accurate Positioning Siamese Network for Real-Time Object Tracking. IEEE ACCESS[J]. 2019, 7: 84209-84216, https://doaj.org/article/e727811e62c64857ae65c50ba366ca21.
[27] 张礼, 魏宇星, 张建林, 徐智勇. 基于Harris角点与广义霍夫变换的扩展目标稳定跟踪算法. 国外电子测量技术[J]. 2019, 38(9): 34-39, http://lib.cqvip.com/Qikan/Article/Detail?id=7100213870.
[28] Lijun Zhou, Jianlin Zhang. Combined Kalman Filter and Multifeature Fusion Siamese Network for Real-Time Visual Tracking. SENSORS[J]. 2019, 19(9): https://doaj.org/article/5fce8f4708614652abd38f6ed8894196.
[29] Ziran Wei, Jianlin Zhang, Zhiyong Xu, Yong Liu, Yongmei Huang, Xiangsuo Fan. Improving the Signal-to-Noise Ratio of Superresolution Imaging Based on Single-Pixel Camera. IEEE PHOTONICS JOURNAL[J]. 2019, 11(1): 1-16, https://doaj.org/article/2127104fd92b430b8e5dc627514f762d.
[30] 林子慧, 魏宇星, 张建林, 徐智勇. 基于显著性图的红外与可见光图像融合. 红外技术[J]. 2019, 41(7): 640-645, http://lib.cqvip.com/Qikan/Article/Detail?id=7002492327.
[31] 吴昭童, 左颢睿, 徐智勇, 张建林. 特征融合的核相关滤波跟踪算法. 国外电子测量技术[J]. 2019, 38(2): 50-55, http://lib.cqvip.com/Qikan/Article/Detail?id=7001836395.
[32] 魏子然, 张建林, 徐智勇, 刘永. 一种基于单像素相机的压缩感知图像重建优化算法. 半导体光电[J]. 2019, 449-454, http://lib.cqvip.com/Qikan/Article/Detail?id=66688471504849574851485148.
[33] 邓雪菲, 彭先蓉, 张建林, 徐智勇. 基于相关滤波的长时目标跟踪算法. 半导体光电[J]. 2019, 40(5): 742-748, http://lib.cqvip.com/Qikan/Article/Detail?id=7100184916.
[34] 颜贝, 张建林. 基于谱约束的生成对抗网络图像数据生成研究. 半导体光电[J]. 2019, 40(6): 896-901, http://lib.cqvip.com/Qikan/Article/Detail?id=7100836348.
[35] 赵春梅, 陈忠碧, 张建林. 基于深度学习的飞机目标跟踪应用研究. 光电工程[J]. 2019, 46(9): 1-10, http://lib.cqvip.com/Qikan/Article/Detail?id=7100077919.
[36] 孙元辉, 徐智勇, 张建林, 许涛. 基于深度学习的单步目标检测器特征增强算法. 半导体光电[J]. 2019, 108-111, http://lib.cqvip.com/Qikan/Article/Detail?id=66688471504849574849485050.
[37] Li Biao, Xu Zhiyong, Zhang Jianlin, Fan Xiangsuo, Greivenkamp, J, Tanida, J, Jiang, Y, Gong, HM, Lu, J, Liu, D. Dim small targets detection based on statistical block low-rank background modeling. PROCEEDINGS OF SPIE 11338 - AOPC 2019: OPTICAL SENSING AND IMAGING TECHNOLOGYnull. 2019, 11338: 113382J-, [38] Fan, Xiangsuo, Xu, Zhiyong, Zhang, Jianlin, Huang, Yongmei, Peng, Zhenming, Wei, Ziran, Guo, Hongwei. Dim small target detection based on high-order cumulant of motion estimation. INFRAREDPHYSICSTECHNOLOGY[J]. 2019, 99: 86-101, http://dx.doi.org/10.1016/j.infrared.2019.04.008.
[39] Wu, Haoran, Xu, Zhiyong, Zhang, Jianlin, Jia, Ge. Offset-Adjustable Deformable Convolution and Region Proposal Network for Visual Tracking. IEEE ACCESS[J]. 2019, 7: 85158-85168, https://doaj.org/article/2b3a7408e0cb40038adc9d2c3a0fe2dc.
[40] Wu Haoran, Xu Zhiyong, Zhang Jianlin, Yan Wei, Ma Xiao. Face recognition based on convolution siamese networks. PROCEEDINGS - 2017 10TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS, CISP-BMEI 2017null. 2018, 1-5, http://ir.ioe.ac.cn/handle/181551/9124.
[41] Wei, Ziran, Zhang, Jianlin, Xu, Zhiyong, Huang, Yongmei, Liu, Yong, Fan, Xiangsuo. Gradient Projection with Approximate L-0 Norm Minimization for Sparse Reconstruction in Compressed Sensing. SENSORS[J]. 2018, 18(10): https://doaj.org/article/01cf8a8d26a148bbb8809e5e20d989ea.
[42] Zhou Lijun, Li Hongyun, Zhang Jianlin. Multi-feature fusion siamese network for real-time object tracking. ACM INTERNATIONAL CONFERENCE PROCEEDING SERIESnull. 2018, 478-481, http://ir.ioe.ac.cn/handle/181551/9122.
[43] Zhang, Jianlin, Yuan, Wu, Liang, Wenxuan, Yu, Shanyong, Liang, Yanmei, Xu, Zhiyong, Wei, Yuxing, Li, Xingde. Automatic and robust segmentation of endoscopic OCT images and optical staining. BIOMEDICAL OPTICS EXPRESS[J]. 2017, 8(5): 2697-2708, http://ir.ioe.ac.cn/handle/181551/8786.
[44] Jianlin Zhang, Huachuang Wang, Ziran Wei. Structural optimization of measurement matrix in image reconstruction based on compressed sensing. 2377-8431null. 2017, 223-227, http://ir.ioe.ac.cn/handle/181551/9016.
[45] Jianlin Zhang, Yuxing Wei, Runze Wu. Improved object tracking algorithm based on tracking-leaning-detection framework. 2377-8431null. 2017, 74-77, http://ir.ioe.ac.cn/handle/181551/9017.
[46] Jianlin Zhang, Huachuang Wang, Ziran Wei. Wavelet sparse transform optimization in image reconstruction based on compressed sensing. 1755-1307null. 2017, 69(1): 012165-, http://ir.ioe.ac.cn/handle/181551/9014.
[47] Xiao Ma, Wei Yan, Jianlin Zhang, Haoran Wu. Face Recognition based on Convolution Siamese Networks. 2017 10TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI 2017)null. 2017, 1-5, http://ir.ioe.ac.cn/handle/181551/9049.
[48] Fan, Xiangsuo, Xu, Zhiyong, Zhang, Jianlin, Huang, Yongmei, Peng, Zhenming. Dim small targets detection based on self-adaptive caliber temporal-spatial filtering. INFRARED PHYSICS & TECHNOLOGY[J]. 2017, 85: 465-477, http://dx.doi.org/10.1016/j.infrared.2017.08.010.
[49] Wu, Haoran, Xu, Zhiyong, Zhang, Jianlin, Yan, Wei, Ma, Xiao, Li, Q, Wang, L, Zhou, M, Sun, L, Qiu, S, Liu, H. Face Recognition based on Convolution Siamese Networks. 2017 10TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, BIOMEDICAL ENGINEERING AND INFORMATICS (CISP-BMEI)null. 2017, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000464407100104.
[50] 张建林, 徐智勇, 樊香所. 改进梯度倒数加权滤波红外弱小目标背景抑制. 光电工程[J]. 2017, 44(7): 719-724, http://lib.cqvip.com/Qikan/Article/Detail?id=673064423.
[51] Fan, Xiangsuo, Xu, Zhiyong, Zhang, Jianlin, Huang, Yongmei, Peng, Zhenming. Infrared Dim and Small Targets Detection Method Based on Local Energy Center of Sequential Image. MATHEMATICAL PROBLEMS IN ENGINEERING[J]. 2017, 2017: http://ir.ioe.ac.cn/handle/181551/8837.
[52] Fan Xiangsuo, Xu Zhiyong, Zhang Jianlin. An enhancement algorithm for dim and small infrared target based on time and spatial correlation. PROCEEDINGS OF SPIE: INFRARED TECHNOLOGY AND APPLICATIONS, AND ROBOT SENSING AND ADVANCED CONTROL[J]. 2016, 10157: 101572S-, http://ir.ioe.ac.cn/handle/181551/8518.
[53] Wang, Ping, Luo, Yongting, Duan, Hongxia, Xing, Shu, Zhang, Jianlin, Lu, Di, Feng, Jing, Yang, Dongling, Song, Lina, Yan, Xiyun. MicroRNA 329 Suppresses Angiogenesis by Targeting CD146. MOLECULAR AND CELLULAR BIOLOGY[J]. 2013, 33(18): 3689-3699, https://www.webofscience.com/wos/woscc/full-record/WOS:000323651200012.
[54] Sun XuGuang, Cai JingJu, Xu ZhiYong, Zhang JianLin. Hyperspectral target detection based on improved automatic morphological endmember extraction method. Proceedings of SPIE: 6th International Symposium on Advanced Optical Manufacturing and Testing Technologies: Large Mirrors and Telescopesnull. 2012, 8415: 841518-, http://ir.ioe.ac.cn/handle/181551/7690.
[55] Wang, Shengqian, Rao, Changhui, Xian, Hao, Zhang, Jianlin, Wang, Jianxin, Liu, Zheng. Laboratory demonstrations on a pyramid wavefront sensor without modulation for closed-loop adaptive optics system. OPTICS EXPRESS[J]. 2011, 19(9): 8135-8150, http://ir.ioe.ac.cn/handle/181551/3416.
[56] 温博, 张启衡, 张建林. 应用自解卷积和增量Wiener滤波实现迭代盲图像复原. 光学精密工程[J]. 2011, 19(12): 3049-3055, http://lib.cqvip.com/Qikan/Article/Detail?id=40416696.
[57] 温博, 张启衡, 张建林. 高分辨图像二维FFT正/反变换实时处理方法及硬件实现. 计算机应用研究[J]. 2011, 28(11): 4376-4379, http://lib.cqvip.com/Qikan/Article/Detail?id=39704140.
[58] Zhang, Jianlin, Zhang, Qiheng, He, Guangming. Blind deconvolution of a noisy degraded image. APPLIED OPTICS[J]. 2009, 48(12): 2350-2355, http://ir.ioe.ac.cn/handle/181551/4996.
[59] Zhang, Jianlin, Zhang, Qiheng, He, Guangming. Multiframe blind image restoration based on a multiplicative iterative algorithm. OPTICAL ENGINEERING[J]. 2009, 48(2): http://ir.ioe.ac.cn/handle/181551/3287.
[60] Zhang, Jianlin, Zhang, Qiheng, He, Guangming. Blind image deconvolution by means of asymmetric multiplicative iterative algorithm. JOURNALOFTHEOPTICALSOCIETYOFAMERICAAOPTICSIMAGESCIENCEANDVISION[J]. 2008, 25(3): 710-717, http://ir.ioe.ac.cn/handle/181551/3619.
[61] Zhang, Jianlin, Zhang, Qiheng, He, Guangming. Blind deconvolution: multiplicative iterative algorithm. OPTICS LETTERS[J]. 2008, 33(1): 25-27, http://ir.ioe.ac.cn/handle/181551/3639.
[62] Zhang, Jianlin, Zhang, Qiheng. Noniterative blind image restoration based on estimation of a significant class of point spread functions. OPTICAL ENGINEERING[J]. 2007, 46(7): http://ir.ioe.ac.cn/handle/181551/3592.
[63] Zhang Jianlin, Zhang Qiheng, Zhang YJ. Blind image restoration using improved APEX method with pre-denoising. PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON IMAGE AND GRAPHICSnull. 2007, 164-+, http://dx.doi.org/10.1109/ICIG.2007.55.

指导学生

已指导学生

黄烨  硕士研究生  081002-信号与信息处理  

杨威  博士研究生  081002-信号与信息处理  

樊香所  博士研究生  081002-信号与信息处理  

饶江浩  硕士研究生  085208-电子与通信工程  

李红运  硕士研究生  081002-信号与信息处理  

现指导学生

颜贝  硕士研究生  081002-信号与信息处理  

孙术瀚  博士研究生  081002-信号与信息处理  

吴浩然  博士研究生  081002-信号与信息处理  

唐惜  博士研究生  081002-信号与信息处理  

李飚  博士研究生  081002-信号与信息处理  

高明  博士研究生  081002-信号与信息处理  

段利珍  博士研究生  081002-信号与信息处理  

刘勇  硕士研究生  081002-信号与信息处理  

魏子然  博士研究生  081002-信号与信息处理  

周丽君  博士研究生  081002-信号与信息处理  

李杰  博士研究生  080402-测试计量技术及仪器  

唐川明  硕士研究生  081002-信号与信息处理  

姚金圳  硕士研究生  081002-信号与信息处理  

吴非  博士研究生  081002-信号与信息处理  

杨稳杰  博士研究生  081002-信号与信息处理