Fast Infrared Small Target Detection Based on Global Contrast Measure Using Dilate Operation

被引:24
|
作者
Tang, Ye [1 ]
Xiong, Kun [1 ]
Wang, Chunxi [1 ]
机构
[1] China Acad Launch Vehicle Technol, Beijing Aerosp Inst Metrol & Measurement Technol, Beijing 100076, Peoples R China
关键词
Structural rings; Object detection; Clutter; Velocity measurement; Image edge detection; Shape; Real-time systems; Dilate operation; fast; global contrast measure (GCM); infrared image; low computational time consumption;
D O I
10.1109/LGRS.2023.3233958
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Infrared small target images are not conducive to detection due to their low visibility. Although there are many algorithms have been proposed to solve this problem, existing methods inevitably struggle to strike a good balance between efficiency and performance. This letter proposes a fast infrared small target detection algorithm with a low computational time consumption, only 0.012 s, while maintaining excellent detection performance. There are only two steps in the proposed method. First, the original image is processed by dilate operation with a ring structuring element. Then, the final detection result is calculated by global contrast measure (GCM) between the original image and the processed image according to the ratio form and the difference form. The experimental results demonstrate that the proposed method consistently achieves a robust and effective performance on six real sequences. In particular, the speed of the proposed method is at least two times faster than the state-of-the-art methods.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Fast Infrared Small Target Detection Based on Global Contrast Measure Using Dilate Operation
    Tang, Ye
    Xiong, Kun
    Wang, Chunxi
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2023, 20
  • [2] A Real-Time Infrared Small Target Detection Based on Double Dilate Contrast Measure
    Zhang, Yuting
    Li, Zhengzhou
    Siddique, Abubakar
    Azeem, Abdullah
    Chen, Wenhao
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17 : 16005 - 16019
  • [3] Infrared Small Target Detection Based on Local Contrast Measure With a Flexible Window
    Jiang, Ying
    Xi, Yuyang
    Zhang, Liuwei
    Wu, Yayun
    Tan, Fanjiao
    Hou, Qingyu
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 21
  • [4] Infrared Small Target Detection Based on Hierarchical Terrace Contrast Measure
    Guan, Song
    Zhou, Dali
    Wang, Xiaodong
    IEEE ACCESS, 2024, 12 : 92268 - 92280
  • [5] Infrared Dim and Small Target Detection Based on Strengthened Robust Local Contrast Measure
    Li, Zehao
    Liao, Shouyi
    Zhao, Tong
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19
  • [6] Adaptive Scale Patch-Based Contrast Measure for Dim and Small Infrared Target Detection
    Qiu, Zhaobing
    Ma, Yong
    Fan, Fan
    Huang, Jun
    Wu, Minghui
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19
  • [7] Small Infrared Target Detection Based on Local Difference Adaptive Measure
    Li, Lin
    Li, Zhengzhou
    Li, Yongsong
    Chen, Cheng
    Yu, Jiangpeng
    Zhang, Chao
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2020, 17 (07) : 1258 - 1262
  • [8] Infrared Small Target Detection Based on the Weighted Strengthened Local Contrast Measure
    Han, Jinhui
    Moradi, Saed
    Faramarzi, Iman
    Zhang, Honghui
    Zhao, Qian
    Zhang, Xiaojian
    Li, Nan
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2021, 18 (09) : 1670 - 1674
  • [9] Robust Infrared Small Target Detection via Multidirectional Derivative-Based Weighted Contrast Measure
    Lu, Ruitao
    Yang, Xiaogang
    Li, Weipeng
    Fan, Jiwei
    Li, Dalei
    Jing, Xin
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19
  • [10] Infrared Small Target Detection Utilizing Halo Structure Prior-Based Local Contrast Measure
    Liu, Jilong
    Wang, Huilin
    Lei, Liang
    He, Jian
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19