Directional Edge Detection Using Parallel Cognitive Logic Cells

被引：0
|
作者：
Sugathan, Sherin [1 ]
James, Alex Pappachen [2 ]
机构：
[1] IIITM K, Sch Comp Sci, Thiruvananthapuram, Kerala, India
[2] Nazarbayev Univ, Sch Engn, Astana, Kazakhstan
来源：
2013 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI) | 2013年
关键词：
Edge Detection; Cognitive Logic Cells; Spatial Change Detection; CUDA; FACE RECOGNITION;
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：
This paper presents a novel edge detection method based on parallel cognitive cells which also supports an implementation in high speed hardware. The paper develops directional edge detection strategies that utilize the cognitive cells using the relative neighbourhood-pixel intensity variations in the images. The proposed edge detection method has been implemented in CUDA. The running time for a serial implementation and an equivalent parallel implementation are also reported.
引用
收藏
页码：694 / 697
页数：4
相关论文
共 50 条
  • [31] Bi-Directional Pyramid Network for Edge Detection
    Li, Kai
    Tian, Yingjie
    Wang, Bo
    Qi, Zhiquan
    Wang, Qi
    ELECTRONICS, 2021, 10 (03) : 1 - 15
  • [32] Edge Detection in Colored Images Using Parallel CNNs and Social Spider Optimization
    Zhang, Jiahao
    Wang, Wei
    Wang, Jianfei
    ELECTRONICS, 2024, 13 (17)
  • [33] Subpixel Edge Detection Based on Edge Gradient Directional Interpolation and Zernike Moment
    Peng, Shaohu
    Su, Weiqiang
    Hu, Xiao
    Liu, Changhong
    Wu, Yuan
    Nam, Hyundo
    2018 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND SOFTWARE ENGINEERING (CSSE 2018), 2018, : 106 - 116
  • [34] Towards Image Steganography Using Type-2 Fuzzy Logic and Edge Detection
    Yusuf, Hala Salih
    Hagras, Hani
    2018 10TH COMPUTER SCIENCE AND ELECTRONIC ENGINEERING CONFERENCE (CEEC), 2018, : 75 - 78
  • [35] Image morphological operations and edge detection using optical programmable logic neural networks
    Xiamen Univ, Fujian, China
    Opt Commun, 3-4 (353-362):
  • [36] Image morphological operations and edge detection using optical programmable logic neural networks
    Zhang, SQ
    Chen, CS
    OPTICS COMMUNICATIONS, 1996, 132 (3-4) : 353 - 362
  • [37] Learning parallel and hierarchical mechanisms for edge detection
    Zhou, Ling
    Lin, Chuan
    Pang, Xintao
    Yang, Hao
    Pan, Yongcai
    Zhang, Yuwei
    FRONTIERS IN NEUROSCIENCE, 2023, 17
  • [38] Parallel Edge Detection of Image Processing on SEM
    Ahmed, Hafiz Shehzad
    Zhao, Hongdong
    Yao, Yiyang
    Hussain, Munawar
    VISION 2020: SUSTAINABLE ECONOMIC DEVELOPMENT AND APPLICATION OF INNOVATION MANAGEMENT, 2018, : 562 - 568
  • [39] Parallel edge detection on a virtual hexagonal structure
    He, Xiangjian
    Jia, Wenjing
    Wu, Qiang
    Hintz, Tom
    ADVANCES IN GRID AND PERVASIVE COMPUTING, PROCEEDINGS, 2007, 4459 : 751 - +
  • [40] A skeleton parallel algorithm for image edge detection
    He, XJ
    Hintz, T
    Szewcow, U
    INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED PROCESSING TECHNIQUES AND APPLICATIONS, VOLS I-IV, PROCEEDINGS, 1998, : 1665 - 1672
12345