Modulated AIHT Image Contrast Enhancement Algorithm based on Contrast-Limited Adaptive Histogram Equalization

被引:4
|
作者
Yu, Cheng-Yi [1 ]
Lin, Hsueh-Yi [1 ]
Ouyang, Yen-Chieh [2 ]
Yu, Tzu-Wei [3 ]
机构
[1] Chin Yi Univ Technol, Dept Comp Sci & Informat Engn, Taichung, Taiwan
[2] Natl Chun Hsing Univ, Dept Elect Engn, Taichung, Taiwan
[3] Chin Yi Univ Technol, Dept Elect Engn, Taichung, Taiwan
来源
关键词
Contrast Enhancement; Global Contrast Enhancement; Local Contrast Enhancement; Adaptive Inverse Hyperbolic Tangent (AIHT); Contrast-Limited Adaptive Histogram Equalization (CLAHE);
D O I
10.12785/amis/072L10
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The Adaptive Inverse Hyperbolic Tangent (AIHT) algorithm is capable of enhancing the global contrast of the original image adaptively, while extruding the details of objects simultaneously, cannot enhance local contrast. Therefore, we proposed a Contrast-Limited Adaptive Histogram Equalization (CLAHE) modulation based on AIHT contrast enhancement algorithm from conjugate AIHT and CLAHE image contrast enhance algorithm. The CLAHE has good contrast enhance performance, but excessive contrast enhance will produce the serious chromatic aberration results. We apply the AIHT and CLAHE advantage to present a joint multiple processes algorithm of contrast enhancement to achieve better contrast enhancement effect.
引用
收藏
页码:449 / 454
页数:6
相关论文
共 50 条
  • [31] Underwater image enhancement using contrast limited adaptive histogram equalization and layered difference representation
    Ulutas, Guzin
    Ustubioglu, Beste
    MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (10) : 15067 - 15091
  • [32] Underwater image enhancement using contrast limited adaptive histogram equalization and layered difference representation
    Guzin Ulutas
    Beste Ustubioglu
    Multimedia Tools and Applications, 2021, 80 : 15067 - 15091
  • [33] Realization of the Contrast Limited Adaptive Histogram Equalization (CLAHE) for real-time image enhancement
    Reza, AM
    JOURNAL OF VLSI SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2004, 38 (01): : 35 - 44
  • [34] Realization of the Contrast Limited Adaptive Histogram Equalization (CLAHE) for Real-Time Image Enhancement
    Ali M. Reza
    Journal of VLSI signal processing systems for signal, image and video technology, 2004, 38 : 35 - 44
  • [35] Contrast Limited Adaptive Histogram Equalization Based Enhancement For Real Time Video System
    Yadav, Garima
    Maheshwari, Saurabh
    Agarwal, Anjali
    2014 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2014, : 2392 - 2397
  • [36] Image Enhancement Based on Contrast Limited Adaptive Histogram Equalization for 3D Images of Stereoscopic Endoscopy
    Hai, Yuan
    Li, Ling
    Gu, Jia
    2015 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, 2015, : 668 - 672
  • [37] 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
  • [38] A Dynamic Histogram Equalization for image contrast enhancement
    Abdullah-Al-Wadud, M.
    Kabir, Md. Hasanul
    Dewan, M. Ali Akber
    Chae, Oksam
    ICCE: 2007 DIGEST OF TECHNICAL PAPERS INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, 2007, : 435 - +
  • [39] A dynamic histogram equalization for image contrast enhancement
    Abdullah-Al-Wadud, M.
    Kabir, Md. Hasanul
    Dewan, M. Ali Akber
    Chae, Oksam
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2007, 53 (02) : 593 - 600
  • [40] A novel joint histogram equalization based image contrast enhancement
    Agrawal, Sanjay
    Panda, Rutuparna
    Mishro, P. K.
    Abraham, Ajith
    JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2022, 34 (04) : 1172 - 1182