Implementation of Sobel Edge Detection on FPGA based on OpenCL

被引：0
|
作者：
You, Baoshan [1 ]
Sheng, Weihua [2 ]
Ma, Hongwei [1 ]
Gu, Ye [3 ]
Qin, Yinglin [1 ]
机构：
[1] Shandong Jianzhu Univ, Sch Comp Sci & Technol, Jinan 250101, Shandong, Peoples R China
[2] Oklahoma State Univ, Sch Elect & Comp Engn, Stillwater, OK 74078 USA
[3] Shenzhen Acad Robot, Shenzhen 518057, Peoples R China
来源：
2017 IEEE 7TH ANNUAL INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (CYBER) | 2017年
基金：
中国国家自然科学基金;
关键词：
OpenCL; Sobel; FPGA; Embedded System;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, Sobel edge detection is implemented on an FPGA using a DE1-SoC development board front TERASIC. OpenCL as a new scheme is used for implementation. The development process and implementation details are described The results show that OpenCL is an efficient method for FPGA development compared to traditional Hardware Description Language (HDL). We apply the OpenCL programming to FPGA-based Sobel edge detection. which gains a significant performance increase compared to that of software methods. The work of this paper can be extended to more complicated algorithms.
引用
收藏
页码：753 / 758
页数：6
相关论文
共 50 条
  • [31] Implementation of Edge Detection Using Fpga & Model Based Approach
    Dash, P. K.
    Pujari, Shashank
    Nayak, Sofia
    2014 INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND EMBEDDED SYSTEMS (ICICES), 2014,
  • [32] An FPGA Implementation of Gradient Based Edge Detection Algorithm Design
    Yasri, I.
    Hamid, N. H.
    Yap, V. V.
    PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGY AND DEVELOPMENT, VOL 2, 2009, : 165 - 169
  • [33] Image Segmentation Based on Sobel Edge Detection
    Yao, Yuqin
    PROCEEDINGS OF THE 2016 5TH INTERNATIONAL CONFERENCE ON ADVANCED MATERIALS AND COMPUTER SCIENCE, 2016, 80 : 141 - 144
  • [34] OpenCL Implementation of FPGA-Based Signal Generation and Measurement
    Firmansyah, Iman
    Yamaguchi, Yoshiki
    IEEE ACCESS, 2019, 7 : 48849 - 48859
  • [35] Comparisions of Robert, Prewitt, Sobel operator based edge detection methods for real time uses on FPGA
    Chaple, Girish N.
    Daruwala, R. D.
    Gofane, Manoj S.
    2015 INTERNATIONAL CONFERENCE ON TECHNOLOGY FOR SUSTAINABLE DEVELOPMENT (ICTSD-2015), 2015,
  • [36] The Research of Real-time Image Acquisition and Sobel Edge Detection with FPGA
    Xu, Yang
    Li, Ping
    Yuan, Jianjun
    Xiang, Min
    MATERIALS, MECHATRONICS AND AUTOMATION, PTS 1-3, 2011, 467-469 : 703 - +
  • [37] The Design of Sobel Edge Extraction System on FPGA
    Zheng, Yu
    2017 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (IST 2017), 2017, 11
  • [38] Implementation of a FPGA-ARM-based Canny Edge Detection System
    Liu, Zhaoyang
    Jing, Fengshui
    Fan, Junfeng
    Wang, Zhe
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 3468 - 3472
  • [39] An Improved Sobel Edge Detection
    Gao, Wenshuo
    Yang, Lei
    Zhang, Xiaoguang
    Liu, Huizhong
    PROCEEDINGS OF 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (ICCSIT 2010), VOL 5, 2010, : 67 - 71
  • [40] FPGA Implementation of Fuzzy Inference System Based Edge Detection Algorithm
    Selvathi, D.
    Selvaraj, Henry
    Dharani, J.
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS, 2015, 14 (02)
12345