Survey on dim small target detection in clutter background: wavelet, inter-frame and filter based algorithms

被引：19
|
作者：
Bai, Xiangzhi [1 ]
Zhang, Shan [1 ]
Du, Binbin [2 ]
Liu, Zhaoying [1 ]
Jin, Ting [1 ]
Xue, Bindang [1 ]
Zhou, Fugen [1 ]
机构：
[1] Beijing Univ Aeronaut & Astronaut, Image Proc Ctr, Beijing 100191, Peoples R China
[2] Schlumberger Technol Beijing Ltd, Beijing 100084, Peoples R China
来源：
CEIS 2011 | 2011年 / 15卷
基金：
中国国家自然科学基金;
关键词：
Dim small target; target detection; clutter background; survey; SMALL OBJECTS; POINT TARGET;
D O I：
10.1016/j.proeng.2011.08.091
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Dim small target is an active and important research area in image processing and pattern recognition. Various algorithms have been proposed to detect and track dim small target. This paper reviews some algorithms for dim small target detection, including the wavelet based algorithms, inter-frame difference based algorithms and filter based algorithms. Also, the further development of the technologies has been briefly analyzed. (C) 2011 Published by Elsevier Ltd. Selection and/or peer-review under responsibility of [CEIS2011]
引用
收藏
页数：5
相关论文
共 50 条
  • [31] An Improved Detection and Tracking Method for Small Dim Moving Target Based on Particle Filter
    Zhang, Nan
    Li, Feng
    Lu, Xiaotian
    Yang, Xue
    Xin, Lei
    MIPPR 2019: AUTOMATIC TARGET RECOGNITION AND NAVIGATION, 2020, 11429
  • [32] An Algorithm of Target Tracking and Detecting Synchronously Based on Inter-frame Dual Match
    Wang Ledong
    Wang Jiangan
    Chen Dong
    Liang Shanyong
    Wu Mingfeng
    2009 SYMPOSIUM ON PHOTONICS AND OPTOELECTRONICS (SOPO 2009), 2009, : 528 - 531
  • [33] Adaptive background updating algorithm for traffic congestion detection based on Kalman filtering and inter-frame centroid distanc
    Zhang Ping
    Luo Qian
    Zhou Siyang
    2015 IEEE ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC), 2015, : 891 - 895
  • [34] A Motion Image Detection Method Based on the Inter-frame Difference Method
    Cheng, Yuanhang
    Wang, Jing
    MECHANICAL DESIGN AND POWER ENGINEERING, PTS 1 AND 2, 2014, 490-491 : 1283 - 1286
  • [35] Small target detection in sea clutter background based on Tsallis entropy of Doppler spectrum
    Chen S.
    Luo F.
    Hu C.
    Nie X.
    Journal of Radars, 2019, 8 (03) : 344 - 354
  • [36] Detection of Low-Flying Target under the Sea Clutter Background Based on Volterra Filter
    Xing, Hongyan
    Yan, Yan
    COMPLEXITY, 2018,
  • [37] Small Target Detection and Tracking Based on the Background Elimination and Kalman Filter
    Dehghani, Abbas
    Pourmohammad, Ali
    2015 INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND SIGNAL PROCESSING (AISP), 2015, : 328 - 333
  • [38] Single-frame Infrared Dim Target Detection Based on Guided Filter and Segmented Adaptive Thresholds
    Yang Dezhen
    Huang Jingying
    Yu Songlin
    Feng Jinjun
    Li Jiangyong
    Liu Tong
    ACTA PHOTONICA SINICA, 2023, 52 (04)
  • [39] Infrared imaging dim target detection based on wavelet transform
    Li, Guokuan
    Peng, Jiaxiong
    Huazhong Ligong Daxue Xuebao/Journal Huazhong (Central China) University of Science and Technology, 2000, 28 (05): : 69 - 71
  • [40] Infrared dim- small target detection under complex background based on attention mechanism
    Liu Ying
    Sun Hai-jiang
    Zhao Yong-xian
    CHINESE JOURNAL OF LIQUID CRYSTALS AND DISPLAYS, 2023, 38 (11) : 1455 - 1467
12345