Infrared Image Enhancement Based on Both Histogram Matching And Wavelet Fusion

被引:0
|
作者
Donia, Eman A. [1 ]
El-Rabaie, El-Sayed M. [2 ]
El-Banby, Gh. M. [3 ]
Faragallah, Osama S. [1 ]
Abd El-Samie, Fathi E. [2 ]
机构
[1] Menoufia Univ, Fac Elect Engn, Dept Comp Sci & Engn, Menoufia, Egypt
[2] Menoufia Univ, Fac Elect Engn, Dept Elect & Commun Engn, Menoufia, Egypt
[3] Menoufia Univ, Fac Elect Engn, Dept Ind Elect & Control Engn, Menoufia, Egypt
关键词
Image enhancement; Image fusion; Infrared image; Histogram matching;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes using both of the Histogram matching and wavelet fusion as an enhancement technique for infrared images (IR). Evaluation metrics for image enhancement includes entropy, standard deviation, edge intensity, contrast and average gradient. Results revealed that histogram matching of IR images to visual images enhances of the appearance of the images. Moreover, wavelet fusion can achieve data merging between different enhanced images.
引用
收藏
页码:111 / 114
页数:4
相关论文
共 50 条
  • [41] A Novel Texture Based Automated Histogram Specification for Color Image Enhancement Using Image Fusion
    Raji, R.
    Mishra, Deepak
    Nair, Madhu S.
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES, ICICT 2014, 2015, 46 : 1501 - 1509
  • [42] Underwater Image Enhancement Algorithm Based on Logarithmic Transform Histogram Matching With Spatial Equalization
    Voronin, Viacheslav
    Semenishchev, Evgenii
    Tokareva, Svetlana
    Zelenskiy, Alexander
    Agaian, Sos
    PROCEEDINGS OF 2018 14TH IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP), 2018, : 434 - 438
  • [43] Underwater Image Enhancement Algorithm Based on Logarithmic Transform Histogram Matching With Spatial Equalization
    Voronin, Viacheslav
    Semenishchev, Evgenii
    Agaian, Sos
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE (ICPRAI 2018), 2018, : 672 - 676
  • [44] A desired histogram estimation accompanied with an exact histogram matching method for image contrast enhancement
    Choukali, Mohammad Amin
    Valizadeh, Morteza
    Amirani, Mehdi Chehel
    Mirbolouk, Sedighe
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (18) : 28345 - 28365
  • [45] A desired histogram estimation accompanied with an exact histogram matching method for image contrast enhancement
    Mohammad Amin Choukali
    Morteza Valizadeh
    Mehdi Chehel Amirani
    Sedighe Mirbolouk
    Multimedia Tools and Applications, 2023, 82 : 28345 - 28365
  • [46] Infrared image fusion for quality enhancement
    Donia, Eman A. A.
    El-Rabaie, El-Sayed M.
    Abd El-Samie, Fathi E.
    Faragallah, Osama S. S.
    El-Hag, Noha A. A.
    JOURNAL OF OPTICS-INDIA, 2023, 52 (02): : 658 - 664
  • [47] Infrared image fusion for quality enhancement
    Eman A. Donia
    El-Sayed M. El-Rabaie
    Fathi E. Abd El-Samie
    Osama S. Faragallah
    Noha A. El-Hag
    Journal of Optics, 2023, 52 : 658 - 664
  • [48] Contrast Enhancement Using Pixel Based Image Fusion in Wavelet Domain
    Sharma, Sunpreet
    Zou, Ju Jia
    Fang, Gu
    PROCEEDINGS OF THE 2016 2ND INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING AND INFORMATICS (IC3I), 2016, : 285 - 290
  • [49] Face Image Resolution Enhancement based on Weighted Fusion of Wavelet Decomposition
    Raghavendra, R.
    Busch, Christoph
    2015 18TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2015, : 2108 - 2114
  • [50] Study on Medical Image Enhancement Based on Wavelet Transform Fusion Algorithm
    Liu, Shuqin
    JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2017, 7 (02) : 388 - 392