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教育背景

1988, 2002, 2008 分别于长沙铁道学院(中南大学)、北京交通大学、华中科技大学获得计算机软件学士、计算机应用硕士、模式识别与智能系统博士学位。2010.06~2010.08应邀到新西兰 University of Canterbury 计算机学院交流访问。

 

研究方向

图像处理、医学图像处理

视频增强、监控、与目标跟踪

嵌入式系统

 

工作经历

1988.08~1999.08和2002.07~2004.08 在郑州铁路局科研所从事科研工作,2002年被铁道部评聘为高级工程师

2004.09~2008.06 在华中科技大学图像所攻读博士学位,毕业后留校任教(计算机学院),2009年02月被聘为副教授,2014年11月被聘为教授

在铁路研究所工作的10多年间,积累了丰富的科研经历和宽广的知识基础,在软件系统、算法分析与设计、数字电路逻辑设计、各种单片机软硬件系统、EPLD/FPGA、DSP、PLC等方面均有深入的研究。期间,主持和参加了多项铁道部、局的科研课题,并获得多项奖励。

研究论文

1.   金良海. 彩色图像处理理论与方法, 清华大学出版社. 待出版.

2.    Lianghai Jin, Enmin Song, et al. Quaternion-based structure adaptive anisotropic smoothing of color images. Pattern Recognition, under review.

3.    Xiang Li, Lianghai Jin, Enmin Song, Zeng He. An integrated similarity metric for graph-based color image segmentation. Multimedia Tools and Applications, to be published. (IF=1.346)

4.    X. Wang, M. Chen, T. kwon, Lianghai Jin*, V. Leung. Mobile traffic offloading by exploiting social network services and leveraging opportunistic device-to-device sharing. IEEE Wireless  Communications, 2014, 21(3), 28–36. (IF=3.248)

5.    Lianghai Jin, Enmin Song, Lei Li, Xiang Li. A quaternion gradient operator for color image edge detection. IEEE International Conference on Image Processing (ICIP), Melbourne, Australia, Sep. 2013, pp. 3040–3044. (Top80)

6.    Xiang Li, Lianghai Jin*, Enmin Song, Lei Li. Full-range affinities for graph-based segmentation. IEEE International Conference on Image Processing (ICIP), Melbourne, Australia, Sep. 2013, pp. 4084–4087. (Top80)

7.    Lei Li, Lianghai Jin*, Xiangyang Xu, Enmin Song. Unsupervised color-texture segmentation based on multiscale quaternion Gabor filters and splitting. Signal Processing, 2013, 93(9): 2559–2572. (IF=1.745)

8.    Lianghai Jin, Hong Liu, Xiangyang Xu, Enmin Song. Quaternion-based impulse noise removal from color video sequences. IEEE Transactions on Circuits and Systems for Video Technology, 2013, 23(5): 741–755.  (IF=2.556)

9.    Lianghai Jin, Hong Liu, Xiangyang Xu, Enmin Song. Improved direction estimation for Di Zenzo's multichannel image gradient operator. Pattern Recognition, 2012, 45(12): 4300–4311.    (IF=3.219)

10.  Lianghai Jin, Caiquan Xiong, Hong Liu. Improved bilateral filter for suppressing mixed noise in color images. Digital Signal Processing, 2012, 22(6), 903–912.   (IF=1.871)

11.  Lianghai Jin, Hong Liu, Xiangyang Xu, Enmin Song. Color impulsive noise removal based on quaternion representation and directional vector order-statistics. Signal Processing, 2011, 91(5): 1249–1261.  (IF=1.745)

12.  Xiangyang Xu, Shengzhou Xu, Lianghai Jin, Enmin Song. Characteristic analysis of Otsu threshold and its applications. Pattern Recognition Letters, 2011, 32(7): 956–961.    (IF=1.724)

13.  Lianghai Jin, Hong Liu, Xiangyang Xu, Enmin Song. Quaternion-based color image filtering for impulsive noise suppression. Journal of Electronic Imaging, 2010, 19(4): 043003.   (IF=0.694)

14.  Lianghai Jin, Hong Liu, Enmin Song, Xiangyang Xu. Impulsive noise removal using switching scheme and adaptive weighted median filters. Optical Engineering, 2010, 49(1): 017004.   (IF=0.885)

15.  Lianghai Jin, Dehua Li, Enmin Song. Combining vector ordering and spatial information for color image interpolation. Image and Vision Computing, 2009, 27(4): 410–416.   (IF=1.743)

16.  Lianghai Jin, Caiquan Xiong, Dehua Li. Selective adaptive weighted median filter. Optical Engineering, 2008, 47(3): 037001.   (IF=0.885)

17.  Lianghai Jin, Dehua Li. An efficient color-impulse detector and its application to color images. IEEE Signal Processing Letters, 2007, 14(6): 397–400.  (IF=1.430)

18.  Lianghai Jin, Dehua Li. A switching vector median filter based on the CIELAB color space for color image restoration. Signal Processing, 2007, 87(6): 1345–1354.   (IF=1.745)

19.  Lianghai Jin, Dehua Li, Zijian Lu. Improved adaptive spatial distance-weighted median filter. Optical Engineering, 2007, 46(3): 037003.  (IF=0.885)

20.  Xingzhong Yao, LianghaiJin, Hanping Hu. Pinwheel patterns give rise to the direction selectivity of complex cells in the primary visual cortex. Brain Research, 2007, 1170(9): 140–146.   (IF=2.739)

21.  Lianghai Jin, Dehua Li. Improved directional-distance filter. Frontiers of Mechanical Engineering in China, 2008, 3(2): 205–211.

22.  金良海,李德华. 基于噪声检测的图像去噪算法研究.模式识别与人工智能, 2008, 21(3): 298–302.

23.  金良海,李德华,姚行中. 自适应距离加权的中值滤波算法. 模式识别与人工智能, 2007, 20(4): 577–581.

24.  金良海,熊才权,李德华. 自适应中心加权的中值滤波器. 华中科技大学学报(自然科学版), 2008, 36(8): 9–12.

25.  金良海,李德华. 一种改进型的距离方向矢量滤波器. 光学精密工程, 2007, 15(5): 798–806.

26.  金良海,姚行中,李德华. 彩色图像矢量滤波技术综述. 中国图形图象学报, 2009, 14(2): 45–56.

27.  金良海,李德华. 一种基于空间距离加权的自适应矢量中值滤波器. 中国图形图象学报, 2007, 12(6): 970–976.

28.  金良海,李德华. 基于四元数旋转的开关型矢量中值滤波器. 中国图形图象学报, 2007, 12(11): 185–191.

29.  金良海,李德华. 基于CIELAB空间的开关型矢量中值滤波器. 小型微型计算机系统,2007, 28(9): 1700–1704.

30.  许向阳,宋恩民,金良海,文耀光. 边缘和区域多阶段结合的图像分割, 小型微型计算机系统, 2011, 32(5): 943–946.

31.  Lianghai Jin, Caiquan Xiong, Xingzhong Yao, Dehua Li. Image interpolation using median characteristics and spatial information. Proceedings of the SPIE on the fifth International Symposium on Multi-spectral Image Processing and Pattern Recognition (MIPPR 2007), Wuhan, China, 2007, vol. 6789, pp. 67891A.

32.  Dehua Li, Lianghai Jin, Xingzhong Yao, Caiquan Xiong. Color image filtering based on impulsive noise detection. Proceedings of the SPIE on the fifth International Symposium on Multi-spectral Image Processing and Pattern Recognition (MIPPR 2007), Wuhan, China, 2007, vol. 6786, pp. 67860M.

33.  Xiang Li, Lianghai Jin, Hong Liu, Zeng He. A quaternion-based spectral clustering method for color image segmentation. Proceedings of the SPIE on the 7th International Symposium on Multi-spectral Image Processing and Pattern Recognition (MIPPR 2011), Guilin, China, 2011, pp. 800303.

34.  Xiangyang Xu, Shengzhou Xu, Lianghai Jin, Shenyi Zhang. Using PSO to improve dynamic programming based algorithm for breast mass segmentation. Proceedings of IEEE Fifth International Conference on Bio-Inspired Computing: Theories and Applications, Changsha, China, 2010, pp. 485–488.

 

科研项目与获奖

1.   主持国家自然科学基金项目:基于四元数的彩色视频去噪方法 (2014.01~ 2017.12)

2.   主持横向项目:CT肝脏分析中的图像处理算法 (2014.01 ~ 2014.12, 140万元)

2.   主持校自主创新基金项目:基于四元数的彩色图像滤波方法 (2014.01~ 2015.06)

3.   主持国家自然科学基金项目:基于四元数的彩色图像边缘检测和分割方法研究 (2010.01 ~ 2012.12)

4.   主持华为研究项目:高分辨率图像去噪与增强技术 (2013.06 ~ 2014.12)

5.   主持华为研究项目:低照度图像去噪技术研究 (2011.01 ~ 2012.12)

6.   主持湖北省自然科学基金项目:基于四元数的彩色图像混合噪声去除方法 (2009.01 ~ 2010.12)

7.   主持教育部图像信息处理与智能控制重点实验室开放基金课题:基于振动弹性成像的乳腺癌检测硬件平台研究(2009.01 ~ 2010.06)

8.   主持湖北省的科研课题:SDTV/HDTV视音频软件系统,并于200806月通过湖北省科技厅的技术鉴定(2005.01 ~ 2007.12)

9.   参加江苏华阳电器有限公司项目:数字传感血糖动态检测仪(2011.03 ~ 2012.12)。

10.参加杭州海康威视数字技术股份有限公司项目:视频复原增强技术研究2012.09 ~ 2014.09)。

 

11.  医学图像特征量化分析系统, 湖北省科技进步三等奖, 2012(排名第6)。

12.  放疗运动补偿系统, 40 届瑞士日内瓦国际发明展览会, 发明奖, 银质奖, 2012年(排名第5)。