中国光学, 2017, 10 (6): 737, 网络出版: 2017-12-25   

Canny算法的GPU并行加速

Parallel acceleration of Canny algorithm based on GPU
作者单位
1 中国科学院 长春光学精密机械与物理研究所, 吉林 长春 130033
2 中国科学院大学, 北京 100049
3 东北电力设计研究院, 吉林 长春 130021
引用该论文

张帆, 韩树奎, 张立国, 王文胜. Canny算法的GPU并行加速[J]. 中国光学, 2017, 10(6): 737.

ZHANG Fan, HAN Shu-kui, ZHANG Li-guo, WANG Wen-sheng. Parallel acceleration of Canny algorithm based on GPU[J]. Chinese Optics, 2017, 10(6): 737.

参考文献

[1] CANNY J. A computational approach to edge detection[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1986,6:679-698.

[2] 丁鹏,张叶,刘让,等.结合形态学和Canny算法的红外弱小目标检测[J].液晶与显示,2016,31(8):793-800.

    DING P,ZHANG Y,LIU R,et al.. Infrared small target detection based on adaptive Canny algorithm and morphology[J]. Chinese Journal of Liquid Crystals and Displays,2016,31(8):793-800.(in Chinese)

[3] 朱玉娥,吴晓红,何小海.基于GPU图像边缘检测的实时性[J].电子测量技术,2009,32(2):140-142.

    ZHU Y E,WU X H,HE X H. Real-time edge detection based on GPU[J]. Electronic Measurement Technology,2009,32(2):140-142.(in Chinese)

[4] 唐斌,龙文.基于GPU+CPU的CANNY算子快速实现[J].液晶与显示,2016,31(7):714-720.

    TANG B,LONG W. Fast Canny algorithm based on GPU+CPU[J]. Chinese Journal of Liquid Crystals and Displays,2016,31(7):714-720.(in Chinese)

[5] 李大禹.基于多GPU的液晶自适应光学波前处理器[J].液晶与显示,2016,31(5):491-496.

    LI D Y. Liquid crystal adaptive optics wavefront processor based on multi-GPU[J]. Chinese Journal of Liquid Crystals and Displays,2016,31(5):491-496.(in Chinese)

[6] 张宏薇,王仕洋,李宪龙,等.基于Hough变换的瞳孔识别方法研究与实现[J].液晶与显示,2016,31(6):621-625.ZHANG H W,WANG SH Y,LI X L,et al.. Research and implementation of pupil recognition based on Hough transform[J]. Chinese Journal of Liquid Crystals and Displays,2016,31(6):621-625.(in Chinese)

[7] 张素文,陈志星,苏义鑫.Canny边缘检测算法的改进及 FPGA 实现[J].红外技术,2010,32(2):93-96.

    ZHANG S W,CHEN ZH X,SU Y X. Improved Canny edge detection algorithm and implementation in FPGA[J]. Infrared Technology,2010,32(2):93-96.(in Chinese)

[8] Canny edge detection algorithm principle and its VC implement[EB/OL].http://blog.csdn.net/augusdi/article/details/12907151.

[9] 周海芳.遥感图像并行处理算法的研究与应用[D].长沙:国防科学技术大学,2003.

    ZHOU H F. Research and application of parallel acceleration in remote sensing image[D]. Changsha:National University of Defense Technology,2003.(in Chinese)

[10] 徐亮,魏锐.基于Canny算子的图像边缘检测优化算法[J].科技通报,2013,29(7):127-131.

    XU L,WEI R. An optimal algorithm of image edge detection based on Canny[J]. Bulletin of Science and Technology,2013,29(7):127-131.(in Chinese)

[11] 曾文静,万磊,张铁栋,等.复杂海空背景下弱小目标的快速自动检测[J].光学 精密工程,2012,20(2):403-412.

    ZENG W J,WAN L,ZHANG T D,et al.. Fast detection of weak targets in complex sea-sky background[J]. Opt. Precision Eng.,2012,20(2):403-412.(in Chinese)

[12] 陈娟,陈乾辉,师路欢,等.图像跟踪中的边缘检测技术[J].中国光学,2009,2(1):46-53.

    CHEN J,CHEN Q H,SHI L H,et al.. Edge detection technology in imaging tracking[J]. Chinese Optics,2009,2(1):46-53.(in Chinese)

[13] XU Q,VARADARAJAN S,CHAKRABARTI C,et al. A distributed canny edge detector:algorithm and FPGA implementation[J]. IEEE Transactions on Image Processing,2014,23(7):2944-2960.

[14] 周克良,周利锋,刘太钢,等.基于改进的Canny算子实时视频边缘检测系统在FPGA上的设计与实现[J].计算机测量与控制,2016,24(1):219-222.

    ZHOU K L,ZHOU L F,LIU T G,et al.. Design and implementation of real-time video edge detection system based on improvement of canny algorithm on FPGA[J]. Computer Measurement & Control,2016,24(1):219-222.(in Chinese)

[15] 王希远,成荣,朱煜,等.基于FPGA的BiSS-C协议编码器接口技术研究及解码实现[J].液晶与显示,2016,31(4):386-391.

    WANG X Y,CHENG R,ZHU Y,et al.. Research and realization of BiSS-C protocol encoder interface based on FPGA[J]. Chinese Journal of Liquid Crystals and Displays,2016,31(4):386-391.(in Chinese)

张帆, 韩树奎, 张立国, 王文胜. Canny算法的GPU并行加速[J]. 中国光学, 2017, 10(6): 737. ZHANG Fan, HAN Shu-kui, ZHANG Li-guo, WANG Wen-sheng. Parallel acceleration of Canny algorithm based on GPU[J]. Chinese Optics, 2017, 10(6): 737.

本文已被 7 篇论文引用
被引统计数据来源于中国光学期刊网
引用该论文: TXT   |   EndNote

相关论文

加载中...

关于本站 Cookie 的使用提示

中国光学期刊网使用基于 cookie 的技术来更好地为您提供各项服务,点击此处了解我们的隐私策略。 如您需继续使用本网站,请您授权我们使用本地 cookie 来保存部分信息。
全站搜索
您最值得信赖的光电行业旗舰网络服务平台!