Image enhancement via fusion based on laplacian pyramid directional filter banks

被引:0
|
作者
Jin, HY [1 ]
Yang, XH
Jiao, LC
Liu, F
机构
[1] Xidian Univ, Inst Intelligent Informat Proc, Xian 710071, Peoples R China
[2] Xidian Univ, Natl Key Lab Radar Signal Proc, Xian 710071, Peoples R China
[3] Xidian Univ, Sch Comp Sci, Xian 710071, Peoples R China
来源
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Based on the directionality of images and combining the direction information with multiple resolution analysis, an image enhancement idea via fusion based on directional filter banks is presented in this paper. Combining with LP analysis further, an image fusion method based on LPDFB is given in the paper. Using the experiments to compare the results, they prove its feasibility and validity.
引用
收藏
页码:239 / 246
页数:8
相关论文
共 50 条
  • [41] Multifocus image fusion using Laplacian pyramid and Gabor filters
    Liao, Chuanzhu
    Liu, Yushu
    Jiang, Mingyan
    [J]. MECHATRONICS, ROBOTICS AND AUTOMATION, PTS 1-3, 2013, 373-375 : 530 - +
  • [42] Union Laplacian pyramid with multiple features for medical image fusion
    Du, Jiao
    Li, Weisheng
    Xiao, Bin
    Nawaz, Qamar
    [J]. NEUROCOMPUTING, 2016, 194 : 326 - 339
  • [43] Infrared and Visible Image Fusion via Sparse Representation and Guided Filtering in Laplacian Pyramid Domain
    Li, Liangliang
    Shi, Yan
    Lv, Ming
    Jia, Zhenhong
    Liu, Minqin
    Zhao, Xiaobin
    Zhang, Xueyu
    Ma, Hongbing
    [J]. Remote Sensing, 2024, 16 (20)
  • [44] Image Fusion on Digital Images using Laplacian Pyramid with DWT
    Kaur, Hannandeep
    Rani, Jyoti
    [J]. 2015 THIRD INTERNATIONAL CONFERENCE ON IMAGE INFORMATION PROCESSING (ICIIP), 2015, : 393 - 398
  • [45] Similarity-based multimodality image fusion with shiftable complex directional pyramid
    Zhang, Qiang
    Wang, Long
    Li, Huijuan
    Ma, Zhaokun
    [J]. PATTERN RECOGNITION LETTERS, 2011, 32 (13) : 1544 - 1553
  • [46] Implementation of Image Fusion algorithm using MATLAB (LAPLACIAN PYRAMID)
    Pradeep, M.
    [J]. 2013 IEEE INTERNATIONAL MULTI CONFERENCE ON AUTOMATION, COMPUTING, COMMUNICATION, CONTROL AND COMPRESSED SENSING (IMAC4S), 2013, : 165 - 168
  • [47] Underwater Image Enhancement Based on Double Pyramid Feature Fusion Mode
    Su, Kangyou
    Liu, Guidong
    [J]. 2020 INTERNATIONAL SYMPOSIUM ON AUTONOMOUS SYSTEMS (ISAS), 2020, : 64 - 69
  • [48] Implementation of real-time Laplacian pyramid image fusion processing based on FPGA
    Song, Yajun
    Gao, Kun
    Ni, Guoqiang
    Lu, Rong
    [J]. ELECTRONIC IMAGING AND MULTIMEDIA TECHNOLOGY V, PTS 1 AND 2, 2008, 6833
  • [49] Laplacian Pyramid Fusion Network With Hierarchical Guidance for Infrared and Visible Image Fusion
    Yao, Jiaxin
    Zhao, Yongqiang
    Bu, Yuanyang
    Kong, Seong G.
    Chan, Jonathan Cheung-Wai
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 33 (09) : 4630 - 4644
  • [50] A sum-modified-Laplacian and sparse representation based multimodal medical image fusion in Laplacian pyramid domain
    Li, Xiaoqing
    Zhang, Xuming
    Ding, Mingyue
    [J]. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2019, 57 (10) : 2265 - 2275