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
  • [21] Identification of picnosis cells using Contrast-limited adaptive histogram equalization (CLAHE) and K-means Algorithm
    Hendrawan, Aria
    Asmiatun, Siti
    2018 1ST INTERNATIONAL CONFERENCE ON COMPUTER APPLICATIONS & INFORMATION SECURITY (ICCAIS' 2018), 2018,
  • [22] Forearm Intravenous Detection and Localization for Autonomous Vein Injection Using Contrast-Limited Adaptive Histogram Equalization Algorithm
    Said, Hany
    Mohamed, Sherif
    Shalash, Omar
    Khatab, Esraa
    Aman, Omar
    Shaaban, Ramy
    Hesham, Mohamed
    APPLIED SCIENCES-BASEL, 2024, 14 (16):
  • [23] Adaptive image contrast enhancement using generalizations of histogram equalization
    Stark, JA
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2000, 9 (05) : 889 - 896
  • [24] Improving Visual Quality in Wireless Capsule Endoscopy Images with Contrast-Limited Adaptive Histogram Equalization
    Moradi, Maryam
    Falahati, Azin
    Shahbahrami, Asadollah
    Zare-Hassanpour, Reza
    2015 2ND INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION AND IMAGE ANALYSIS (IPRIA), 2015,
  • [25] Osteoarthritis classification using self organizing map based on gabor kernel and contrast-limited adaptive histogram equalization
    Anifah, Lilik
    Purnama, I. Ketut Eddy
    Hariadi, Mochamad
    Purnomo, Mauridhi Hery
    Open Biomedical Engineering Journal, 2013, 7 (01): : 18 - 28
  • [26] Visual Contrast Enhancement Algorithm Based on Histogram Equalization
    Ting, Chih-Chung
    Wu, Bing-Fei
    Chung, Meng-Liang
    Chiu, Chung-Cheng
    Wu, Ya-Ching
    SENSORS, 2015, 15 (07) : 16981 - 16999
  • [27] Evaluation Of Contrast Limited Adaptive Histogram Equalization (CLAHE) Enhancement on a FPGA
    Ferguson, Phillip David
    Arslan, Tughrul
    Erdogan, Ahmet T.
    Parmley, Andrew
    IEEE INTERNATIONAL SOC CONFERENCE, PROCEEDINGS, 2008, : 119 - +
  • [28] Contrast limited fuzzy adaptive histogram equalization for enhancement of brain images
    Magudeeswaran, V.
    Singh, J. Fenshia
    INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2017, 27 (01) : 98 - 103
  • [29] Multidimensional Contrast Limited Adaptive Histogram Equalization
    Stimper, Vincent
    Bauer, Stefan
    Ernstorfer, Ralph
    Schoelkopf, Bernhard
    Xian, Rui Patrick
    IEEE ACCESS, 2019, 7 : 165437 - 165447
  • [30] Range Limited Bi-Histogram Equalization for image contrast enhancement
    Zuo, Chao
    Chen, Qian
    Sui, Xiubao
    OPTIK, 2013, 124 (05): : 425 - 431