Comparative Analysis of Different Techniques for Image Fusion

被引：1
|
作者：
Hu, Shigang [1 ]
Cao, Huiyi [1 ]
Wu, Xiaofeng [1 ]
Wu, Qingyang [1 ]
Tang, Zhijun [1 ]
Liu, Yunxin [2 ]
机构：
[1] Hunan Univ Sci & Technol, Sch Informat & Elect Engn, Xiangtan 411201, Peoples R China
[2] Hunan Univ Sci & Technol, Dept Phys & Elect Sci, Xiangtan 411201, Peoples R China
来源：
RECENT DEVELOPMENTS IN INTELLIGENT SYSTEMS AND INTERACTIVE APPLICATIONS (IISA2016) | 2017年 / 541卷
基金：
中国国家自然科学基金;
关键词：
Image fusion; Wavelet transform; Multi-resolution; DWT; WAVELET TRANSFORM;
D O I：
10.1007/978-3-319-49568-2_39
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Image fusion technology is an emerging field of research which is gaining currency in the recent years, Such technology focuses on extracting more concise and useful information with higher quality from source images. This paper deduces and generalizes the algorithms of the existing mainstream pixel level image fusion in details and realizes the Matlab experiment and adopts the contrast analysis to analyze the research findings. Wavelet analysis theory and fusion methods based on wavelet are introduced in detail. The techniques are compared by using different objective criteria. The feasibility and effectiveness of the image fusion technology based on wavelet transform are verified by experiments.
引用
收藏
页码：275 / 281
页数：7
相关论文
共 50 条
  • [41] Comparative performance of different perceptual contrast fusion techniques using MLS
    Menon, Hema P.
    Narayanankutty, K. A.
    INTERNATIONAL JOURNAL OF BIOMEDICAL ENGINEERING AND TECHNOLOGY, 2015, 18 (01) : 52 - 71
  • [42] Comparative statistical analysis of the quality of image enhancement techniques
    Somvanshi, Shivangi S.
    Kunwar, Phool
    Tomar, Sewata
    Singh, Madhulika
    INTERNATIONAL JOURNAL OF IMAGE AND DATA FUSION, 2018, 9 (02) : 131 - 151
  • [43] Comparative analysis of different methods for image enhancement
    Wu Xiao-feng
    Hu Shi-gang
    Zhao Jin
    Li Zhi-ming
    Li Jin
    Tang Zhi-jun
    Xi Zai-fang
    JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2014, 21 (12) : 4563 - 4570
  • [44] A Comparative Analysis of Filtering Techniques on Application in Image Denoising
    Dehuri, Ashutosh
    Dash, Rupeli Rupanita
    Sanyena, Siba
    Mohanty, Mihir Narayan
    2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER GRAPHICS, VISION AND INFORMATION SECURITY (CGVIS), 2015, : 141 - 144
  • [45] COMPARATIVE ANALYSIS OF EXEMPLAR BASED IMAGE INPAINTING TECHNIQUES
    Salman, Bombaywala Md. R.
    Goswami, Pratikgiri
    Paunwala, Chirag N.
    PROCEEDINGS ON 2014 2ND INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGY TRENDS IN ELECTRONICS, COMMUNICATION AND NETWORKING (ET2ECN), 2014,
  • [46] Comparative analysis of different methods for image enhancement
    吴笑峰
    胡仕刚
    赵瑾
    李志明
    李劲
    唐志军
    席在芳
    JournalofCentralSouthUniversity, 2014, 21 (12) : 4563 - 4570
  • [47] A Comparative Review of Manifold Learning Techniques for Hyperspectral and Polarimetric SAR Image Fusion
    Hu, Jingliang
    Hong, Danfeng
    Wang, Yuanyuan
    Zhu, Xiao Xiang
    REMOTE SENSING, 2019, 11 (06) : 1 - 28
  • [48] A Comparative Inspection and Performance Evaluation of Distinct Image Fusion Techniques for Medical Imaging
    Kaur, Harmanpreet (harman.phdpub@gmail.com), 1600, Springer Science and Business Media Deutschland GmbH (1095):
  • [49] Comparative Analysis of Image on Several Edge Detection Techniques
    Prasetyo, Adi Budi
    Wahyudi, Rizki
    Tahyudin, Imam
    Kusuma, Selvia Ferdiana
    Oktaviana, Luzi Dwi
    Barkah, Azhari Shouni
    Artono, Budi
    TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS, 2023, 12 (01): : 111 - 117
  • [50] Comparative Analysis of Relevance Feedback Techniques for Image Retrieval
    Vadicamo, Lucia
    Scotti, Francesca
    Dearle, Alan
    Connor, Richard
    MULTIMEDIA MODELING, MMM 2025, PT I, 2025, 15520 : 206 - 219
12345