Feature-based fusion of infrared and visible dynamic images using target detection

被引：0
|
作者：
刘从义 [1 ]
敬忠良 [2 ]
肖刚 [2 ]
杨波 [1 ]
机构：
[1] School of Electronic Information and Electrical Engineering,Shanghai Jiao Tong University
[2] Institute of Aerospace Science & Technology,Shanghai Jiao Tong University
来源：
Chinese Optics Letters | 2007年 / 05期
基金：
中国国家自然科学基金;
关键词：
DT; CWT; Feature-based fusion of infrared and visible dynamic images using target detection; DWT;
D O I：
暂无
中图分类号：
TP391.41 []; TP274.4 [];
学科分类号：
080203 ; 0804 ; 080401 ; 080402 ; 081002 ; 0835 ;
摘要：
We employ the target detection to improve the performance of the feature-based fusion of infrared and visible dynamic images, which forms a novel fusion scheme. First, the target detection is used to segment the source image sequences into target and background regions. Then, the dual-tree complex wavelet transform (DT-CWT) is proposed to decompose all the source image sequences. Different fusion rules are applied respectively in target and background regions to preserve the target information as much as possible. Real world infrared and visible image sequences are used to validate the performance of the proposed novel scheme. Compared with the previous fusion approaches of image sequences, the improvements of shift invariance, temporal stability and consistency, and computation cost are all ensured.
引用
收藏
页码：274 / 277
页数：4
相关论文
共 50 条
  • [1] Feature-based fusion of infrared and visible dynamic images using target detection
    Liu, Congyi
    Jing, Zhongliang
    Xiao, Gang
    Yang, Bo
    CHINESE OPTICS LETTERS, 2007, 5 (05) : 274 - 277
  • [2] Adaptive multisensor target detection using feature-based fusion
    Kwon, L
    Der, SZ
    Nasrabadi, NM
    OPTICAL ENGINEERING, 2002, 41 (01) : 69 - 80
  • [3] Multisensor target detection using adaptive feature-based fusion
    Kwon, H
    Der, SZ
    Nasrabadi, NM
    AUTOMATIC TARGET RECOGNITION XI, 2001, 4379 : 112 - 123
  • [4] Feature-based detection of landmines in infrared images
    Messelink, WACM
    Schutte, K
    Vossepoel, AM
    Cremer, F
    Schavemaker, JGM
    den Breejen, E
    DETECTION AND REMEDIATION TECHNOLOGIES FOR MINES AND MINELIKE TARGETS VII, PTS 1 AND 2, 2002, 4742 : 108 - 119
  • [5] Maritime target detection algorithm based on fusion of visible and infrared images
    Qinxiao Liu
    Hangyu Chen
    Fen Zhao
    The Journal of Supercomputing, 2025, 81 (1)
  • [6] Dim Target Detection in Airborne Infrared Images Based on Visual Feature Fusion
    Qiu Guoqing
    Yang Haijing
    Wang Yantao
    Wei Yating
    Luo Pan
    LASER & OPTOELECTRONICS PROGRESS, 2020, 57 (18)
  • [7] Infrared Target Detection and Location for Visual Surveillance Using Fusion Scheme of Visible and Infrared Images
    Feng, Zi-Jun
    Zhang, Xiao-Ling
    Yuan, Li-Yong
    Wang, Jia-Nan
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
  • [8] Infrared and visible dynamic image sequence fusion based on region target detection
    Xiao Gang
    Yang Bo
    Xing Zhongliang
    2007 PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOLS 1-4, 2007, : 772 - 776
  • [9] A three-dimensional feature-based fusion strategy for infrared and visible image fusion
    Liu, Xiaowen
    Huo, Hongtao
    Yang, Xin
    Li, Jing
    PATTERN RECOGNITION, 2025, 157
  • [10] Feature-Based Knowledge Distillation for Infrared Small Target Detection
    Xue, Jinglei
    Li, Jianan
    Han, Yuqi
    Wang, Ze
    Deng, Chenwei
    Xu, Tingfa
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 21 : 1 - 5
12345