A new adaptive contrast enhancement algorithm for infrared images based on double plateaus histogram equalization

被引:155
|
作者
Liang, Kun [1 ]
Ma, Yong [1 ]
Xie, Yue [1 ]
Zhou, Bo [1 ]
Wang, Rui [1 ]
机构
[1] Huazhong Univ Sci & Technol, Dept Elect & Informat Engn, Wuhan 430074, Peoples R China
基金
国家高技术研究发展计划(863计划);
关键词
Infrared image enhancement; Double plateaus histogram equalization; Adaptive algorithm; Target detection; TRANSFORM;
D O I
10.1016/j.infrared.2012.03.004
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
In infrared images, detail pixels are easily immerged in large quantity of low-contrast background pixels. According to these characteristics, an adaptive contrast enhancement algorithm based on double plateaus histogram equalization for infrared images was presented in this paper. Traditional double plateaus histogram equalization algorithm used constant threshold and could not change the threshold value in various scenes, so that its practical usage is limited. In the proposed algorithm, the upper and lower threshold value could be calculated by searching local maximum and predicting minimum gray interval and be updated in real time. With the proposed algorithm, the background of infrared image was constrained while the details could also be enhanced. Experimental results proved that the proposed algorithm can effectively enhance the contrast of infrared images, especially the details of infrared images. (C) 2012 Published by Elsevier B.V.
引用
收藏
页码:309 / 315
页数:7
相关论文
共 50 条
  • [21] Dynamic Histogram Equalization for contrast enhancement for digital images
    Rao, Boyina Subrahmanyeswara
    APPLIED SOFT COMPUTING, 2020, 89
  • [22] A real-time contrast enhancement algorithm for infrared images based on plateau histogram
    Wang, BJ
    Liu, SQ
    Li, Q
    Zhou, HX
    INFRARED PHYSICS & TECHNOLOGY, 2006, 48 (01) : 77 - 82
  • [23] AN EVALUATION OF THE EFFECTIVENESS OF ADAPTIVE HISTOGRAM EQUALIZATION FOR CONTRAST ENHANCEMENT
    ZIMMERMAN, JB
    PIZER, SM
    STAAB, EV
    PERRY, JR
    MCCARTNEY, W
    BRENTON, BC
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 1988, 7 (04) : 304 - 312
  • [24] Adaptive contrast enhancement using modified histogram equalization
    Santhi, K.
    Banu, R. S. D. Wahida
    OPTIK, 2015, 126 (19): : 1809 - 1814
  • [25] Resolution and quality enhancement of images using interpolation and contrast limited adaptive histogram equalization
    Aboshosha, Sahar
    Zahran, O.
    Dessouky, Moawad I.
    Abd El-Samie, F. E.
    MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 78 (13) : 18751 - 18786
  • [26] Satellite Image Contrast Enhancement Algorithm based on Plateau Histogram Equalization
    Aedla, Raju
    Dwarakish, G. S.
    Reddy, D. Venkat
    2014 IEEE REGION 10 SYMPOSIUM, 2014, : 213 - 218
  • [27] Resolution and quality enhancement of images using interpolation and contrast limited adaptive histogram equalization
    Sahar Aboshosha
    O. Zahran
    Moawad I. Dessouky
    F. E. Abd El-Samie
    Multimedia Tools and Applications, 2019, 78 : 18751 - 18786
  • [29] Contrast Enhancement of Low-Contrast Medical Images Using Modified Contrast Limited Adaptive Histogram Equalization
    Khan, Sajid Ali
    Hussain, Shariq
    Yang, Shunkun
    JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2020, 10 (08) : 1795 - 1803
  • [30] Adaptive Contrast Enhancement based on Temperature and Histogram for an Infrared Image
    Choi, Byungin
    Yoon, Jungsu
    2009 34TH INTERNATIONAL CONFERENCE ON INFRARED, MILLIMETER, AND TERAHERTZ WAVES, VOLS 1 AND 2, 2009, : 538 - 539