个人信息

姓　　名: 朱虎 性　　別: 男 导师类型: 硕士生导师
技术职称: 副教授 电子邮箱: zhuhu@njupt.edu.cn
学术型硕士招生学科: (081002)信号与信息处理
专业型硕士招生类别(领域): (085400)电子信息

个人简介:
朱 虎
职称：副教授
个人主页：https://097da1d929046dc543bd22dddf9d22cfmy.webvpn.njupt.edu.cn:4443/people/zhuhu/index.html

主要研究方向：信号处理与分析、计算机视觉、机器学习与人工智能

电子邮件： zhuhu@njupt.edu.cn

个人介绍：2013年毕业于华中科技大学自动化学院模式识别与智能系统专业，获博士学位，现就职于南京邮电大学通信与信息工程学院（江苏省图像处理与传输重点实验室），副教授，研究生导师，IEEE计算机学会会员、IEEE信号处理学会会员、中国计算机学会会员、中国自动化学会会员、中国人工智能学会会员、中国图像图形学会会员；同时担任国际SCI期刊 Computers and Electrical Engineering 的客座编辑，并担任IEEE Transactions on Image Processing、IEEE Transactions on Cybernetics、IEEE Transactions on Neural Networks and Learning Systems、IEEE Transactions on Circuits and Systems for Video Technology等三十几个国际SCI期刊审稿人，以及CPSCom2020、 ISAIR2019、 CPSCom2019、 ROSENET2019、 ISAIR2018、 CPSCom2018、 ROSENET2018、ICONIP2018、 WCSP 2017、 ISAIR2017、 CPSCom2017、 ROSENET2017、 ICONIP 2017等一系列国际知名学术会议和论坛的技术委员会主席和成员。目前主要从事信号处理与分析、计算机视觉、目标识别与跟踪等方向的研究，并在此领域取得了多项研究成果，在外文期刊及国际会议论文40余篇论文，申请专利10余项，主持并完成项国家自然基金、江苏省自然科学基金、国防重点预言项目和国防重点型号项目等多项，与国内外专家****建立了广泛的合作交流关系。




工作经历：
2013.07 - 2016 南京邮电大学，通信与信息工程学院，讲师

2015.07-2015.12 香港城市大学，电子工程系， 高级研究员

2016.10-2017.12 香港城市大学，电子工程系， 高级研究员

2016 - 至今 南京邮电大学，通信与信息工程学院，副教授




招生方向：

欢迎对信号处理与分析、计算机视觉、机器学习与人工智能等方向感兴趣的同学报考，有意报考的同学可提前通过电子邮箱（zhuhu@njupt.edu.cn）与我联系。课题组可提供参加国内外学术会议、到国内外知名课题组进行学术交流的机会。




研究领域:科研项目：

[1] 2019/10-2020/09，XX研究所预研项目，态势分析决策模型神经网络选型研究，98万，主持

[2] 2019/09-2020/08，XX研究所预研项目，基于深度学习的目标识别技术，20万，主持

[3] 2019/08-2020/07，XX研究所预研项目，基于信息博弈的多源异构信息融合技术，28万，主持

[4] 2019/08-2020/08，中国电力科学研究院项目，基于大数据的电子式互感器计量状态评估算法研究，20万，主持

[5] 2018.1-2020.12，国家自然科学基金青年科学基金，高光谱图像去噪和目标检测一体化处理方法研究，20万，主要参与者

[6] 2015.7-2018.6，江苏省科技厅青年科学自然基金，高光谱遥感图像条带校正和目标识别联合处理方法研究，20万，主要参与者

[7] 2015.1-2018.1，国家自然科学基金青年科学基金，基于单谱图像和多光谱信息复合的空中弱目标识别方法研究，19万，主持

[8] 2014.7-2017.6，江苏省科技厅青年科学自然基金，时-空-谱一体化运动弱小目标识别方法研究，20万，主持




期刊论文：

[1] Hu Zhu, Chunfeng Cui, Lizhen Deng, Ray C. Cheung, and Hong Yan, Elastic Net Constraint based Tensor Model for High-order Graph Matching, IEEE Transactions on Cybernetics, 2020.

[2] Hu Zhu, Shiming Liu, Lizhen Deng., Yan sheng li, Fu Xiao. Infrared Small Target Detection via Low Rank Tensor Completion with Top-Hat Regularization, IEEE Transactions on Geoscience and Remote Sensing, 2020.

[3] Hu Zhu, Qiao,Y., Xu,G., Deng,L., Yu,F., DSPNet: A lightweight Dilated Convolution Neural Networks for Spectral Deconvolution with Self-Paced Learning, IEEE Transactions on Industrial Informatic, 2020.

[4] Hu Zhu, Jieke Zhang, Guoxia Xu, and Lizhen Deng, Balanced Ring Top-hat Transformation for Infrared Small Target Detection with a Guided Filter Kernel, IEEE Transactions on Aerospace and Electronic Systems, 2020.

[5] Hu Zhu, Zhang, J., Xu,G., Lizhen Deng, Tensor field Graph-Cut for Image Segmentation: A Non-convex Perspective, IEEE Transactions on Circuits and Systems for Video Technology, (Status: Submitted).

[6] Hu Zhu, Ni,H., Liu,S., Xu,G., Lizhen Deng, TNLRS: Target-Aware Non-local Low-Rank Modeling with Saliency Filtering Regularization for Infrared Small Target Detection, IEEE Transactions on Image Processing (Status: Submitted).

[7] Hu Zhu, He,C., Xu,L., Xu,G., Lizhen Deng, IDPM-Fusion: Interpretable Deep Prior Model for Infrared and Visible Image Fusion, ECCV 2020 (Status: Submitted).

[8] Hu Zhu, Lizhen Deng, Liu,Y., Zhu,C., Xu,G., Point set matching using norm regularized high-order graph matching model, IEEE Transactions on Circuits and Systems for Video Technology, (Status: Submitted).

[9] Hu Zhu, Fu, Z., Xu,G., Yu,F., Lizhen Deng, CPAD: Components Pixel-Aware Multispectral Image De-striping, IEEE Transactions on Image Processing. (Status: Submitted).

[10] Hu Zhu, Zhang,J., Xu,G., Lizhen Deng, Entropy-Driven Morphological Top-hat Transformation for Infrared Small Target Detection with Guided Filter Kernel, IEEE Transactions on Geoscience and Remote Sensing. (Status: Submitted).

[11] Lizhen Deng, Hu Zhu
*, Zhou,Z., Xu,G., Chen,Y., & Li,Y., Image Super-resolution based on Non-local Low-rank regularization, Computer Vision and Image Understanding. (Status: Submitted).

[12] Lizhen Deng, Hu Zhu
*, He,C., Xu,G., Entropic Image Threshold Segmentation: A Novel 3-dimensional Approach with Local Gradient Directional Entropy, Pattern Recognition. (Status: Submitted).

[13] Yu-Feng Yu, Guoxia Xu, Min Jiang, Hu Zhu, Dao-Qing Dai, Hong Yan, Joint Transformation Learning via the L2,1-Norm Metric for Robust Graph Matching, IEEE Transactions on Cybernetics, 2019.

[14] Guoxia Xu, Hu Zhu
*, Lizhen Deng, Lixin Han, Dilated-aware discriminative correlation filter for visual tracking, World Wide Web, 2019.

[15] Guoxia Xu, Sheheryar Khan, Hu Zhu, Lixin Han, Michael K. Ng, Hong Yan, Discriminative Tracking via Supervised Tensor Learning, Neurocomputing, 2019.

[16] Hu Zhu, Yusheng Guan, Lizhen Deng, Yansheng Li, Yujie Li,Infrared moving point target detection based on an anisotropic spatial-temporal fourth-order diffusion filter, Computers and Electrical Engineering, 68 (2018) 550–556.

[17] Lizhen Deng, Hu Zhu
*, Zhen Yang, Yujie Li, Hessian matrix-based fourth-order anisotropic diffusion filter for image denoising, Optics and laser technology, 2018.

[18] Hu Zhu, Lizhen Deng, Haibo Li, Deconvolution methods based on convex regularization for spectral resolution enhancement, Computers and Electrical Engineering, 2018.

[19] Lizhen Deng, Hu Zhu*, Quan Zhou, Adaptive top-hat filter based on quantum genetic algorithm for infrared small target detection, Multimedia Tools and Applications. vol. 76, no. 16, 2017.

[20] Yansheng Li, Yongjun Zhang, Xin Huang, Hu Zhu, Jiayi Ma. Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks. IEEE Transactions on Geoscience and Remote Sensing, 2017, no. 99,1-16.

[21] Yansheng Li, Yongjun Zhang, Chao Tao and Hu Zhu, Content-based high-resolution remote sensing image retrieval via unsupervised feature learning and collaborative affinity metric fusion, Remote sensing, vol. 8, no. 9, pp:709, 2016.

[22] Quan Zhou, Cheng Zhang, Wenbin Yu, Yawen Fan, Hu Zhu, Xiaofu Wu, Weihua Ou, Weiping Zhu, Longin Jan Latecki, Face Recognition via Fast Dense Correspondence, Multimedia Tools and Applications, 2018.

[23] Lizhen Deng, Hu Zhu*, Infrared Moving Point Target Detection Based on Spatial-Temporal Local Contrast Filter, Infrared Physics & Technology, vol. 76, pp. 168-173, 2016.

[24] Hu Zhu, Lizhen Deng, A landmark-based navigation method for autonomous aircraft, Optik, vol. 127, pp. 3572-3575, 2016.

[25] Hu Zhu, Lizhen Deng, Deconvolution methods based on φHL regularization for spectral recovery, Applied Optics, vol.54, no. 14, pp. 4337-4344, 2015.

[26] Hu Zhu, Lizhen Deng, Indirect Target Recognition Method for Overhead Infrared Image Sequences, Optik, vol. 126, no. 19, pp. 1909-1913, 2015.

[27] Gaihua Wang, Hu Zhu*, Yunyan Wang, Fuzzy Decision Filter for Color Images Denoising, Optik - International Journal for Light and Electron Optics, vol. 126, pp. 2428-2432, 2015.

[28] Lizhen Deng, Hu Zhu*. Moving point target detection based on clutter suppression using spatial temporal local increment coding, Electronics Letters, vol.51, no. 8, pp. 625-626, 2015.

[29] Hu Zhu, Spectral restoration using semi-blind deconvolution method with detail-preserving regularization, Infrared Physics & Technology, vol. 69, pp. 206-210, 2015.

[30] Lizhen Deng, Lei Cao, Hu Zhu*. Spectral semi-blind deconvolution with hybrid regularization, Infrared Physics & Technology, vol. 67, pp. 184-189, 2014.

[31] Lizhen Deng, Hu Zhu*. Spectral semi-blind deconvolution with least trimmed squares regularization, Infrared Physics & Technology, vol. 64, pp. 91-96, 2014.

[32] Hu Zhu, Lizhen Deng, Image Matching using Gradient Orientation Selective Cross Correlation, Optik, vol.124, no. 20, pp. 4460-4464, 2013.

[33] [Hu Zhu, Tianxu Zhang, Lizhen Deng, Indirect target detection method in FLIR image sequences, Infrared Physics & Technology, vol.60, pp. 15-23, 2013.

[34] Hu Zhu, Tianxu Zhang, Luxin Yan, Lizhen Deng, Robust and Fast Hausdorff Distance for Image Matching, Optical Engineering, vol.51, no. 1, pp. 017203-1-5, 2012.
国际会议论文：

[1] Lizhen Deng, Qi Fang, Hu Zhu*,Gang Zhou, Image denoising based on spatially adaptive high order total variation model, International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, Datong, China, 2016.

[2] Lizhen Deng, Hu Zhu*, Small Target Detection using Quantum Genetic Morphological Filter, SPIE 2015, vol. 9812, 98120A, Enshi, Hubei, China, 2015.

[3] Hu Zhu, Lizhen Deng, Gaihua Wang, et al, Fast Ground Target Detection Method in Infrared Image Sequences, International Conference on Audio, Language and Image Processing, 2012, 893-897.

[4] Hu Zhu, Lizhen Deng, Gang Zhou, et al, Target Recognition Method based on Template Matching in Downward-looking Infrared Image, International Conference on Audio, Language and Image Processing, 2012, 898-902.

[5] Hu Zhu, Lizhen Deng, Phase-only Direct Data Domain Adaptive Processing Algorithm using Hybrid Genetic Algorithms, International Conference on Communication Technology, 2012, 951-955.

[6] Hu Zhu, Lizhen Deng, A Detection Method of Infrared Target Based on the Ridgeline Extraction, International Conference on Image Analysis and Signal Processing, 2012, 1-4.

[7] Xiaodong Bai, Zhiguo Cao, Zhenghong Yu, Hu Zhu. Color image segmentation using watershed and nystr?m method based spectral clustering, SPIE MIPPR 2011, 8003, Guilin, Guangxi, China, 2011.


申请专利：

[1] 一种基于张量的多光谱掌纹匹配方法，2018.12.27，中国，5.3

[2] 一种基于自适应低秩张量恢复的视频图像去雨方法，2019.1.7，中国， 20**.4

[3] 基于共生滤波形态学和局部熵的小目标检测方法，2019.1.22，中国，8.0

[4] 一种基于自适应正则化的光谱分辨率增强方法，专利申请号：.3.

[5] 一种基于地标识别的飞行器视觉导航方法，专利申请号：9.0

[6] 一种基于空时偏微分方程的弱小目标检测方法，专利申请号：3.3

[7] 一种非均匀照明条件下的空间目标分割方法，公开号：A

[8] 一种单目空间目标测距测角方法，公开号：A

[9] 一种基于平台惯姿参数的序列图像目标递推识别方法，公开号：A

[10] 一种基于Laplacian-Markov场的光谱恢复方法，公开号：A

[11] 一种三维模糊空间目标识别方法，公开号：A


学术服务：
下列学术期刊/会议审稿人
国际期刊：

1. IEEE Transactions on Image Processing

2. IEEE Transactions on Signal Processing

3. IEEE Transactions on Cybernetics

4. IEEE Transactions on Fuzzy Systems

5. IEEE Transactions on Neural Networks and Learning Systems

6. IEEE Transactions on Circuits and Systems for Video Technology

7. IEEE Transactions on Industrial Electronics

8. IEEE Transactions on Geoscience and Remote Sensing

9. IEEE Transactions on Multimedia

10. IEEE Transactions on Instrumentation & Measurement

11. IEEE Transactions on Aerospace & Electronics Systems

12. IEEE Communications Magazine

13. Neurocomputing

14. Multimedia Tools and Applications

15. Cognitive Computation

16. Electronics Letters

17. Optics and Lasers in Engineering

18. Infrared Physics & Technology

19. Optics Communications

20. IEEE Access

21. Mobile Networks and Applications

22. Circuits, Systems, and Signal Processing

23. Computers and Electrical Engineering

24. Journal of Geophysics and Engineering

25. International Journal of Pattern Recognition and Artificial Intelligence

26. Applied Soft Computing

27. Wireless Communications and Mobile Computing

28. IEEE Consumer Electronics Magazine

29. IEEE Aerospace and Electronic Systems Magazine


国际会议TPC：

1. The 8th International Conference on Wireless Communications and Signal Processing (WCSP 2016, Yang Zhou, China)

2. The 2nd International Symposium on Artificial Intelligence and Robotics (ISAIR 2017, Kitakyushu, Japan)

3. The 3nd International Symposium on Artificial Intelligence and Robotics (ISAIR 2018, Nanjing, China)

4. The 2018 IEEE International Conference on Cyber, Physical and Social Computing (CPSCom 2018, Halifax, Canada)