Improved FAST corner-detection method

被引:10
|
作者
Xiong, Wenyi [1 ]
Tian, Weiming [2 ]
Yang, Zhijun [1 ]
Niu, Xiaowei [1 ]
Nie, Xiangfei [1 ]
机构
[1] Chongqing Three Gorges Univ, Sch Elect & Informat Engn, Chongqing, Peoples R China
[2] Beijing Inst Technol, Sch Informat & Elect, Radar Res Lab, Beijing, Peoples R China
来源
JOURNAL OF ENGINEERING-JOE | 2019年 / 2019卷 / 19期
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
synthetic aperture radar; speckle; feature extraction; radar imaging; edge detection; image denoising; image segmentation; FAST corner-detection method; accelerated segment test corner-detection method; corner density; nonmaximum suppression; FAST-8; SAR image speckle noise suppression; point suppression;
D O I
10.1049/joe.2019.0400
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
An improved features from accelerated segment test (FAST) corner-detection method for suppressing SAR image speckle noise is proposed here. The direction of the corner candidate is first computed by the law of universal gravitation and is introduced into corner detection to divide the 16 pixels around the corner candidate into two groups without repeatedly searching. Then, the similarity between the corner candidate and its surrounding pixels is computed to suppress the points affected by SAR speckle noise. Finally, the phenomenon of corner density is eliminated based on non-maximum suppression. The experimental results show that authors' method has better suppressing effect compared with FAST-8 and SIFT corner-detection methods.
引用
收藏
页码:5493 / 5497
页数:5
相关论文
共 50 条
  • [21] Quantum fast corner detection algorithm
    Yuan, Suzhen
    Lin, Wenping
    Hang, Bo
    Meng, Hongying
    QUANTUM INFORMATION PROCESSING, 2023, 22 (08)
  • [22] An Algebraic Model for fast Corner Detection
    Willis, Andrew
    Sui, Yunfeng
    2009 IEEE 12TH INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2009, : 2296 - 2302
  • [23] An Improved Algorithm for Harris Corner Detection
    Ye, Zhiyong
    Pei, Yijian
    Shi, Jihong
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 969 - 972
  • [24] Corner Detection Algorithm with Improved Harris
    Wan, Li
    Yu, Zhenming
    Yang, Qiuhui
    ADVANCES IN IMAGE AND GRAPHICS TECHNOLOGIES (IGTA 2015), 2015, 525 : 260 - 271
  • [25] Improved algorithm for Harris corner detection
    State Key Laboratory for Manufacturing System Engineering, Xi'an Jiaotong University, Xi'an 710049, China
    不详
    不详
    Guangxue Jingmi Gongcheng/Optics and Precision Engineering, 2008, 16 (10): : 1995 - 2001
  • [26] A contour detector with improved corner detection
    Li Gun
    Zhu Ran
    Chai Honglei
    Multimedia Tools and Applications, 2017, 76 : 5965 - 5984
  • [27] An Improved Algorithm for Eye Corner Detection
    Dasgupta, Anirban
    Mandloi, Anshit
    George, Anjith
    Routray, Aurobinda
    2016 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS (SPCOM), 2016,
  • [28] A contour detector with improved corner detection
    Gun, Li
    Ran, Zhu
    Chai Honglei
    MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 76 (04) : 5965 - 5984
  • [29] An Improved Harris Corner Detection Algorithm
    Sun, Qingfeng
    COMMUNICATIONS, SIGNAL PROCESSING, AND SYSTEMS, CSPS 2018, VOL II: SIGNAL PROCESSING, 2020, 516 : 105 - 110
  • [30] A Robust Checkerboard Corner Detection Method for Camera Calibration Based on Improved YOLOX
    Wang, Guohui
    Zheng, Hao
    Zhang, Xuan
    FRONTIERS IN PHYSICS, 2022, 9