Edge Detection of Multi-scale Colour Image Based on Neighbourhood Feature

被引：0
|
作者：
Shi, Chengxiang [1 ]
机构：
[1] Chongqing Univ Educ, Dept Math & Informat Engn, Chongqing 400065, Peoples R China
来源：
INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS & STATISTICS | 2013年 / 43卷 / 13期
关键词：
multi-scale analysis; feature neighbourhood; fuzzy dissimilarity; edge detection; clustering;
D O I：
暂无
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
In order to improve general adaptive capability of algorithm, a new multi-scale color image edge detection algorithm based on neighborhood feature is proposed. Based on the theory of multi-scale, with the help of neighborhood characteristics and fuzzy dissimilarity function algorithm accurately extract the edge. Compared with traditional edge detection algorithm based on neighborhood characteristics of multi-scale color image edge detection algorithm maximum extent retains the color information, and to achieve the adaptive color image edge extraction. The experimental results show that the method take full advantage of color information, the color image edge extraction has good detection precision and accuracy.
引用
下载
收藏
页码：30 / 36
页数：7
相关论文
共 50 条
  • [41] Object Detection of Remote Sensing Image Based on Multi-Scale Feature Fusion and Attention Mechanism
    Du, Zuoqiang
    Liang, Yuan
    IEEE ACCESS, 2024, 12 : 8619 - 8632
  • [42] Remote sensing image target detection based on a multi-scale deep feature fusion network
    Fan X.
    Yan W.
    Shi P.
    Zhang X.
    National Remote Sensing Bulletin, 2022, 26 (11): : 2292 - 2303
  • [43] UAV reaction detection based on multi-scale feature fusion
    He, Jianfeng
    Liu, Ming
    Yu, Chuanjiang
    2022 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, COMPUTER VISION AND MACHINE LEARNING (ICICML), 2022, : 640 - 643
  • [44] Dim Target Detection based on Multi-scale Fractal Feature
    Wang, Qiang
    PROCEEDINGS OF 2017 IEEE 2ND INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC), 2017, : 1184 - 1187
  • [45] Object Detection Model Based on Multi-Scale Feature Integration
    Liu Wanjun
    Feng, Wang
    Qu Haicheng
    LASER & OPTOELECTRONICS PROGRESS, 2019, 56 (23)
  • [46] Harris Corner Detection Based on the Multi-scale Topological Feature
    Ding Zhengjian
    Ma Aihua
    2011 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), VOLS 1-4, 2012, : 1394 - 1397
  • [47] Insulator Defect Detection Based on Multi-Scale Feature Fusion
    Bin L.
    Luyao Q.
    Xinshan Z.
    Zhimin G.
    Yangyang T.
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2023, 38 (01): : 60 - 70
  • [48] Image Manipulation Localization Using Multi-Scale Feature Fusion and Adaptive Edge Supervision
    Li, Fengyong
    Pei, Zhenjia
    Zhang, Xinpeng
    Qin, Chuan
    IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 25 : 7851 - 7866
  • [49] Salient object detection method based on multi-scale feature-fusion guided by edge information
    Wang X.
    Li M.
    Wang L.
    Liu F.
    Wang W.
    Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering, 2023, 52 (01):
  • [50] Noisy image edge detection based on multi-scale and multi-structuring element order morphology transformation
    Xu, Yanlei
    Zhao, Jiyin
    Jiao, Yubin
    CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 3, PROCEEDINGS, 2008, : 379 - +
12345