章勇勤

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职称:副教授/博士(后)/硕士生导师

个人简介:

主要研究领域深度学习、图像处理、计算机视觉、文化遗产数字化保护。

西北大学优秀青年学术骨干支持计划入选者。20106月武汉大学博士毕业,20149月北京大学博士后出站,主持国家、省部级项目等4项,参与总装预研、国家973计划、863计划和国家自然科学基金等10多项。在IEEE TIPIEEE TCYBINSCVIUSCIS等国际知名期刊或会议上发表SCI/EI论文30多篇,授权发明专利6项和PCT国际专利1项,申请发明专利10多项。

Yongqin Zhang, Ph.D.

Associate Professor, School of Information Science and Technology, Northwest University, Xi'an, China

Yongqin Zhang received the B.S. degree in electronics science and technology from Zhengzhou University, China, and the Ph.D. degree in communication and information systems from Wuhan University, China, in 2005 and 2010, respectively.

He was an Assistant Research Fellow with the Institute of Biomedical and Health Engineering, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China, from 2011 to 2012. From 2012 to 2014, he was a Post-Doctoral Fellow with the Institute of Computer Science and Technology, Peking University, China. He is currently an Associate Professor with the School of Information Science and Technology, Northwest University, China, and also a Visiting Scholar at University of North Carolina at Chapel Hill, USA. He has authored or co-authored over 30 papers and 7 patents. His research interests lie in the fields of deep learning, sparse representation, image processing, computer vision and computational imaging, especially,  image restoration, image enhancement and image synthesis.

科研成果:

Journal Papers (*Corresponding author): 

2018

1. Yongqin Zhang, Feng Shi, Jian Cheng, Li Wang, Pew-Thian Yap, and Dinggang Shen. Longitudinally Guided Super-Resolution of Neonatal Brain Magnetic Resonance Images, IEEE Transactions on Cybernetics, DOI: 10.1109/TCYB.2017.2786161, 2018 (SCI/EI, IF 7.384, 中科院SCI一区,CCF B类期刊).

2. Jinsheng Xiao, Hong Tian, Yongqin Zhang, Yongqian Zhou, Junfeng Lei, Blind Video Denoising via Texture-Aware Noise Estimation, Computer Vision and Image Understanding, DOI: 10.1016/j.cviu.2017.11.012, 2018 (SCI/EI, CCF B类期刊).

2017

1. Caiyun Shi, Guoxi Xie, Yongqin Zhang, Xiaoyong Zhang, Min Chen, Shi Su, Ying Dong, Xin Liu, Jim Ji, Accelerated Susceptibility-Based Positive Contrast Imaging of MR Compatible Metallic Devices Based on Modified Fast Spin Echo Sequences, Physics in Medicine and Biology, vol. 62, no. 7, pp. 2505-2520, 2017.

2. Caiyun Shi, Guoxi Xie, Xiaoyong Zhang, Shi Su, Yongqin Zhang, Yanchun Zhu, Chao Zou, and Xin Liu, High Spatiotemporal Resolution Magnetic Resonance Thermometry Based on Partially Separable Theory, Journal of Medical Imaging and Health Informatics, 7, 186-193, 2017.

3. Shi Su, Yanan Ren, Caiyun Shi, Xiaoyong Zhang, Jim X. Ji, Yongqin Zhang, Xin Liu, Guoxi Xie, Black-blood T2* mapping with delay alternating with nutation for tailored excitation, Magnetic Resonance Imaging, vol. 40, pp. 91-97, 2017.

4. Rui Guo, Jihua Zhu, Yaochen Li, Dapeng Chen, Zhongyu Li, Yongqin Zhang, Weighted motion averaging for the registration of multi-view range scans, Multimedia Tools and Applications, pp. 1-18, 2017.

5. Jinsheng Xiao, Hong Tian, Yongqin Zhang, Enyu Liu, Junfeng Lei, Scene-Aware Image Dehazing Based on sky-segmented Dark Channel Prior, IET Image Processing, 2017, 11(12): 1163-1171.

6. 肖进胜,高威,邹白昱,姚远,章勇勤,基于天空约束暗通道先验的图像去雾,电子学报,201745(2): 346-352.

Before 2016 

1. Yongqin Zhang, Jiaying Liu, Wenhan Yang, and Zongming Guo, Image super-resolution based on structure-modulated sparse representation, IEEE Transactions on Image Processing, vol.24, no.9, pp.2797-2810, May 8, 2015. (SCI/EI, 中科院SCI二区, IF 4.828, CCF A类期刊)

2. Yongqin Zhang, Jiaying Liu, Mading Li, and Zongming Guo, Joint image denoising using adaptive principal component analysis and self-similarity, Information Sciences, vol.259, pp.128-141, 20 Feb, 2014. (SCI/EI, 中科院SCI二区, IF 4.832CCF B类期刊

3. ZHANG YongQin,XIAO JinSheng, LI ShuHong, SHI CaiYun, XIE GuoXi, Learning block-structured incoherent dictionaries for sparse representation. Science China Information Sciences, vol. 58, no. 10, pp.1-15, 2015. (SCI/EI, IF 1.628, CCF B类期刊)

4. Yong-Qin Zhang, Yu Ding, Jiaying Liu, and Zongming Guo. Guided image filtering using signal subspace projection, IET Image Processing, April 2013, 7(3): 270-279. (SCI/EI, JCR 3, IF 0.676)

5. Yong-Qin Zhang, Yu Ding, Jin-Sheng Xiao, Jiaying Liu, and Zongming Guo. Visibility enhancement using an image filtering approach. EURASIP Journal on Advances in Signal Processing, 11 October, 2012, 2012-220,1-6. (SCI/EI, JCR 3, IF 0.808)

6. Zhang Yongqin, Ai Yong, Dai Kejie, and Zhang Guodong. Grey model via polynomial for image denoising. Journal of Grey System, 25 October, 2010, 22(2):117-128. (SCI, JCR 4, IF 0.37)

7. Jinsheng Xiao, Wenhao Li, Guoxiong Liu, Shih-Lung Shaw, and Yongqin Zhang*, Hierarchical tone mapping based on image colour appearance model, IET Computer Vision, vol.8, no.4, pp. 358-364, 2014. (SCI/EI, JCR 3, IF 0.758)

8. Jinsheng Xiao, Hong Peng, Yongqin Zhang*, Chaoping Tu, and Qingquan Li, Fast image enhancement based on color space fusion, Color Research and Application, vol. 41, no. 1, pp. 22-31, Feb 2016 (SCI, JCR 3, IF 1.000)

9. Jinsheng Xiao, Tingting Liu, Yongqin Zhang*, Baiyu Zou, Junfeng Lei, and Qingquan Li, Multi-focus image fusion based on depth extraction with inhomogeneous diffusion equation, Signal Processing, vol. 125, pp. 171-186, 2016 (SCI/EI, 中科院SCI二区, IF 3.110)

10. Jinsheng Xiao, Hong Peng, Yongqin Zhang*, Tianyu Rao, and Xianchang Yue, Adaptive shock filter for image super-resolution and enhancement, Journal of Visual Communication and Image Representation, vol.40, part A, pp. 168-177, 2016 (SCI/EI, JCR 3, IF 1.530)

11. Xia Zhai, Weiwei Guo, Yongqin Zhang*, Jinsheng Xiao, and Xiaoguang Hu, Joint image denoising and demosaicking by low rank approximation and color difference model, International Arab Journal of Information Technology, vol. 14, no.1, pp.1-7, Jan. 2017 (SCI, In press, JCR 4, IF 0.582)

12. Yu Ding, Hui Xue, Ning Jin, Yiu-Cho Chung, Xin Liu, Yongqin Zhang, and Orlando P. Simonetti, The asymptotic noise distribution in Karhunen-Loeve transform eigenmodes, Journal of Health and Medical Informatics, vol.4, no.2, pp.1-4, 2013.

13. Huameng Fang, Benshun Yi, Yongqin Zhang, and Qiuying Xie, Tone mapping based on fast image decomposition and multi-layer fusion, IET Computer Vision, vol.9, no.6, pp.937-942, 2015 (SCI/EI, JCR 3, IF 0.963)

14. Caiyun Shi, Guoxi Xie, Xiaoyong Zhang, Shi Su, Yongqin Zhang, Lijuan Zhang, Bensheng Qiu, and Xin Liu, High spatiotemporal resolution fMRI using partial separability model, Bio-Medical Materials and Engineering, 26(s1):S1439-S1446, 2015 (SCI/EI, JCR 3, IF 1.091)

15. Xiaoyong Zhang, Guoxi Xie, Caiyun Shi, Shi Su, Yongqin Zhang, Xin Liu, and Bensheng Qiu, Accelerating PS model-based dynamic cardiac MRI using compressed sensing, Magnetic Resonance Imaging, vol. 34, no. 2, pp. 81-90, 2016 (SCI/EI, JCR 2, IF 2.090)

16. Xiaoqing Hu, Xing Yang, Xiaoliang Zhang, Huabin Zhu, Lei Zhang, Xiao Chen, Yongqin Zhang, Yiu-chio Chung, Xin Liu, Hairong Zheng, and Ye Li, An 8-channel RF coil array for carotid artery MR imaging in humans at 3T, Medical Physics, vol.43, no.4, 1897 (2016) (SCI/EI, JCR 1, IF 3.012)   

17. 章勇勤,艾勇,吴敏渊,马攀. 基于纹理特征的图像恢复. 武汉大学学报(信息科学版)2010.1.24, 35(1):102-105. (EI期刊

18. 黄海波, 艾勇, 章勇勤,左韬. 基于前馈补偿的空间光通信精跟踪控制研究.光电子激光, 2010,21(2):209-216. (EI期刊

19. 黄海波, 艾勇, 左韬, 章勇勤. 自由空间光通信精跟踪模糊控制系统的设计. 光电子激光, 2010,21(3):366-370. (EI期刊)

Conference Papers:

1. Yongqin Zhang, Jiaying Liu, Wei Bai, and Zongming Guo. Exploiting multi-scale spatial structures for sparsity based single image super-resolution, IEEE International Conference on Image Processing (ICIP), Paris, France, 27-30 October, 2014 (EI)   

2. Yongqin Zhang, Jiaying Liu, Mading Li, and Zongming Guo. BSIK-SVD: A dictionary-learning algorithm for block-sparse representations, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence, Italy, May 4-9, 2014. (EI)   

3. Yongqin Zhang, Jiaying Liu, Saboya Yang, and Zongming Guo. Joint image denoising using self-similarity based low-rank approximations. IEEE Conference on Visual Communications and Image Processing (VCIP), Kuching, Sarawak, Malaysia, Nov 17-20, 2013. (Oral, EI) 

4. Yong-Qin Zhang, Hua-Bin Zhu, Ben-Sheng Qiu, and Xin Liu. An eight-element phased array coil for carotid artery imaging at 3 Tesla, Proceedings of ISMRM 2012, p.2652.     

5. Yong-Qin Zhang, Zhuo Yang, Feng-Lan Sun, and Yong Ai. Improved color image demosaicing with signal correlation, SOPO 2010, 2010. (EI)   

Patents:

1. 章勇勤, 苗卉, 邱本胜, 刘新, 郑海荣, 宋怡彪,前置放大器及磁共振放大装置, IPC分类号: G01R33/36; H03F3/189,授权公告号: CN102664595B,授权公告日: 2015.09.30,申请号: CN201210137145.7,申请日: 2012.05.04  

2. 章勇勤, 宋怡彪,刘新, 邱本胜, 郑海荣, 张成祥, 苗卉, 潘艳丽, 乳房线圈装置, IPC分类号: A61B5/055,授权公告号:CN102579046B, 授权公告日:2013.11.06, 申请号:201210067112.X, 申请日:2012.03.14

3. 章勇勤, 苗卉, 宋怡彪, 邱本胜, 刘新, 郑海荣, 退化图像复原方法及系统, IPC分类号: G06T5/00,授权公告号:CN102646267B, 授权公告日:2014.07.02, 申请号:2012100395825, 申请日:2012.02.21

4. 章勇勤, 邱本胜, 刘新, 郑海荣, 宋怡彪, 去耦装置及基于去耦装置的磁共振射频线圈, IPC分类号: G01R33/36,授权公告号­: CN102636763B,授权公告日: 2014.09.17,申请号: CN201210137278.4,申请日期:2012-05-04

5. 刘新,章勇勤,丁彧,苗卉,宋怡彪,邱本胜,郑海荣,图像降噪方法,IPC分类号: G06T5/00,授权公告号: CN103116873B,授权公告日: 2015.11.04,申请号:CN201210572464.0 ,申请日: 2013.03.20

6. 邱本胜, 宋怡彪, 章勇勤, 苗卉, 刘新, 郑海荣, 磁共振多核阵列射频装置及磁共振信号接收方法, IPC分类号: G01R33/36,授权公告号:CN102565733B, 授权公告日:2014.07.16, 申请号:2012100301438, 申请日:2012.02.10

7. Bensheng Qiu, Yibiao Song, Yongqin Zhang, Hui Miao, Xin Liu, Hairong Zheng, Magnetic resonance multi-core array radio frequency device and magnetic resonance signal receiving method, Information valid as of: 11 July 2014 (11.07.2014), Pub. No.: WO/2013/086918, International Application No.: PCT/CN2012/084588, Publication Date: 20.06.2013, International Filing Date: 14.11.2012, IPC: G01R 33/36 (2006.01)

8. 章勇勤,郭宗明,刘家瑛,李军,信号处理方法及其装置,申请号:201310515911.3, 申请日期:2013-10-28

9. 章勇勤,郭宗明,刘家瑛,曹越,超分辨率图像重建方法和装置,申请号:201410575731.9,申请日期:2014-02-24

10. 章勇勤,郭宗明,刘家瑛,超分辨率图像重建方法和装置,申请号:201410532272.6, 申请日期:2014-10-10

11. 章勇勤,郭宗明,刘家瑛,视频图像去噪方法和装置,申请号:201410353143.0,申请日期:2014-07-23

12. 郑霞,许鹏飞,于忠华, 李守江,肖云,张远,郭军,章勇勤. 一种对书法作品中文字神采信息的提取方法,申请号:201510080291.4, 申请日期:2015-02-13

13. 许鹏飞,章勇勤,马嘉琳,王磊,汤战勇,陈晓璇,郭军,肖云,一种基于shear变换和引导滤波器的书法字提取方法,申请号:20151041866.4, 申请日期:2015-07-16

14. 许鹏飞,马嘉琳,肖云,郭柱社,杜德新,郭军,章勇勤,陈晓璇,一种基于HVS与引导滤波器的土遗址裂缝检测方法,申请号:201510418460.0, 申请日期:2015-07-17

15. 章勇勤 等,一种图像去噪处理方法及装置,申请号:201610065909.4, 申请日期:2016-01-25

16. 章勇勤 等,超分辨率图像重建方法和装置,申请号: 201710835137.2, 申请日期:2017-09-15

科研项目:

负责项目:

(1)项目名称:快速高分辨率磁共振成像中噪声抑制问题研究

项目类型:国家自然科学基金项目

起止日期:2013.01-2015.12

(2)项目名称:超分辨率磁共振成像技术的研究

项目类型:中国博士后科学基金面上项目

起止日期:2012.10-2014.09

(3)项目名称:西北大学优秀青年学术骨干计划项目

项目类型:西北大学人才项目

起止日期:2016.01-2018.12

(4)项目名称:高品质照相机成像中图像失真校正问题研究

项目类型:西北大学科研启动项目

起止日期:2014.12-2016.12

(5)项目名称:高保真书法作品数字化传承技术研究

项目类型:陕西省自然科学基础研究计划-青年人才项目

起止日期:2016.01-2017.12

(6)项目名称:高保真多尺度书法作品数字化保护与传承研究

项目类型:陕西省教育厅专项科学研究项目

起止日期:2016.06-2017.12

参与在研项目:

(1)项目名称:雾霾天气条件下监控视频的复原与增强研究

担任角色:合作单位负责人,第2,

项目类型:国家自然科学基金面上项目

起止日期:2015.01-2018.12

(2)项目名称:基于媒体大数据的大众信息消费服务平台及应用示范

担任角色:参与者

项目类型:科技部863课题

起止日期:2014.01-2016.12

(3)项目名称:基于图像稀疏特性的图像表示、编码与重建研究

担任角色:主要参与者,第3

项目类型:国家自然科学基金面上项目

起止日期:2015.01-2018.12

教学情况:

本科生课程《嵌入式系统设计基础》和《高频电路》。

其它信息:

Homepage:

1. https://www.researchgate.net/profile/Yongqin_Zhang2

2. https://cn.linkedin.com/pub/yongqin-zhang/65/916/7b1 

Service

1. Reviewers for the following journals:

IEEE Transactions on Image Processing

IEEE Journal of Selected Topics in Signal Processing

IEEE Transactions on Circuits and Systems I: Regular Papers

Information Sciences

Pattern Recognition Letters

EURASIP Journal on Advances in Signal Processing

EURASIP Journal on Image and Video Processing

IET Image Processing

Computers & Graphics

Optical Engineering

Optik

Applied Optics

Neurocomputing

Computer Methods and Programs in Biomedicine

Information Processing Letters

Journal of Computer Science and Technology

Journal of Electronic Imaging

Journal of Computers

Chinese Journal of Electronics

电子学报

自动化学报

中国激光

光学学报

光电子·激光

湖南大学学报(自然科学版)



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