Enhancement of Infrared Images Based on Efficient Histogram Processing

被引:0
|
作者
H. I. Ashiba
H. M. Mansour
H. M. Ahmed
M. F. El-Kordy
M. I. Dessouky
Fathi E. Abd El-Samie
机构
[1] Bilbis Higher Institute of Engineering,Department of Electronics and Electrical Communications
[2] Banha University,Department of Electronics and Electrical Communications, Faculty of Shoubra Engineering
[3] Menoufia University,Department of Electronics and Electrical Engineering, Faculty of Electronic Engineering
来源
关键词
Infrared (IR) spectrum; Night vision; Histogram equalization;
D O I
暂无
中图分类号
学科分类号
摘要
The objective of any night vision system is to enable a person to see in the dark. A low-contrast image puts a contrast constraint on the human observer visibility at night. This is the basic reason for the large number of accidents at night. This research presents two proposed approaches to enhance the visibility of the infrared (IR) night vision images through an efficient histogram processing. The first approach is based on contrast limited adaptive histogram equalization. The second proposed approach depends on histogram matching. The histogram matching uses a reference visual image for converting night vision images into good quality images. The obtained results are evaluated with quality metrics such as entropy, average gradient, contrast improvement factor and sobel edge magnitude.
引用
收藏
页码:619 / 636
页数:17
相关论文
共 50 条
  • [21] Enhancement of Infrared Images Using Super Resolution Techniques Based on Big Data Processing
    Abd El-Samie, Fathi E.
    Ashiba, Huda I.
    Shendy, H.
    Mansour, Hala M.
    Ahmed, Hossameldin M.
    Taha, Taha E.
    Dessouky, Moawad I.
    Elkordy, Mohamed F.
    Abd-Elnaby, Mohammed
    El-Fishawy, Adel S.
    MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (9-10) : 5671 - 5692
  • [22] Evaluating the effect of histogram modeling enhancement on human detection of targets embedded in infrared images
    Aviram, G
    Rotman, SR
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XXII, 1999, 3808 : 367 - 375
  • [23] Wavelet-based histogram equalization enhancement of gastric sonogram images
    Fu, JC
    Lien, HC
    Wong, STC
    COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2000, 24 (02) : 59 - 68
  • [24] Contrast Enhancement of Roads Images with Foggy Scenes Based on Histogram Equalization
    Al-Sammaraie, Muna F.
    10TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION (ICCSE 2015), 2015, : 95 - 101
  • [25] A histogram-based fast enhancement algorithm for CT head images
    Yin, Jun
    Tian, Xiaolin
    Tang, Zesheng
    Sun, Yankui
    2006 INTERNATIONAL CONFERENCE ON BIOMEDICAL AND PHARMACEUTICAL ENGINEERING, VOLS 1 AND 2, 2006, : 39 - +
  • [26] Contrast Enhancement of Mycobacterium Tuberculosis Images Based on Improved Histogram Equalization
    Xu, Chao
    Zhou, Dongxiang
    Peng, Keju
    Fan, Weihong
    Liu, Yunhui
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2016, E99D (11): : 2847 - 2850
  • [27] Infrared image enhancement based on atmospheric scattering model and histogram equalization
    Li, Yi
    Zhang, Yunfeng
    Geng, Aihui
    Cao, Lihua
    Chen, Juan
    OPTICS AND LASER TECHNOLOGY, 2016, 83 : 99 - 107
  • [28] A novel approach for contrast enhancement in biomedical images based on histogram equalization
    Ziaei, Ali
    Yeganeh, Hojatollah
    Faez, Karim
    Sargolzaei, Saman
    BMEI 2008: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS, VOL 1, 2008, : 855 - 858
  • [29] Infrared image enhancement method based on dynamic and generalized histogram equalization
    Liu S.-T.
    Wang W.
    Yin F.-L.
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2010, 32 (07): : 1411 - 1414+1451
  • [30] Infrared Image Enhancement Based on Both Histogram Matching And Wavelet Fusion
    Donia, Eman A.
    El-Rabaie, El-Sayed M.
    El-Banby, Gh. M.
    Faragallah, Osama S.
    Abd El-Samie, Fathi E.
    2016 FOURTH INTERNATIONAL JAPAN-EGYPT CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND COMPUTERS (JEC-ECC), 2016, : 111 - 114