A Review on Brightness Preserving Contrast Enhancement Methods for Digital Image

被引:0
作者
Rahman, Md Arifur [1 ]
Liu, Shilong [1 ]
Li, Ruowei [1 ]
Wu, Hongkun [1 ]
Liu, San Chi [1 ]
Jahan, Mahmuda Rawnak [2 ]
Kwok, Ngaiming [1 ]
机构
[1] Univ New South Wales, Sch Mech & Mfg Engn, Sydney, NSW 2052, Australia
[2] Mil Univ Sci & Technol MIST, Dept Comp Sci & Engn, Dhaka 1216, Bangladesh
来源
NINTH INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2017) | 2018年 / 10615卷
关键词
image contrast; brightness preservation; mean brightness; brightness; review; survey; DYNAMIC HISTOGRAM EQUALIZATION; ADAPTIVE GAMMA CORRECTION; MEAN BRIGHTNESS; SPECIFICATION; PRESERVATION;
D O I
10.1117/12.2302616
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Image enhancement is an imperative step for many vision based applications. For image contrast enhancement, popular methods adopt the principle of spreading the captured intensities throughout the allowed dynamic range according to predefined distributions. However, these algorithms take little or no consideration into account of maintaining the mean brightness of the original scene, which is of paramount importance to carry the true scene illumination characteristics to the viewer. Though there have been significant amount of reviews on contrast enhancement methods published, updated review on overall brightness preserving image enhancement methods is still scarce. In this paper, a detailed survey is performed on those particular methods that specifically aims to maintain the overall scene illumination characteristics while enhancing the digital image.
引用
收藏
页数:11
相关论文
共 50 条
[31]   A tool supported approach for brightness preserving contrast enhancement and mass segmentation of mammogram images using histogram modified grey relational analysis [J].
Gupta, Bhupendra ;
Tiwari, Mayank .
MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, 2017, 28 (04) :1549-1567
[32]   Image contrast enhancement with brightness preservation using an optimal gamma correction and weighted sum approach [J].
Jiang, G. ;
Wong, C. Y. ;
Lin, S. C. F. ;
Rahman, M. A. ;
Ren, T. R. ;
Kwok, Ngaiming ;
Shi, Haiyan ;
Yu, Ying-Hao ;
Wu, Tonghai .
JOURNAL OF MODERN OPTICS, 2015, 62 (07) :536-547
[33]   Image enhancement using the averaging histogram equalization (AVHEQ) approach for contrast improvement and brightness preservation [J].
Lin, S. C. F. ;
Wong, C. Y. ;
Rahman, M. A. ;
Jiang, G. ;
Liu, S. ;
Kwok, Ngaiming ;
Shi, Haiyan ;
Yu, Ying-Hao ;
Wu, Tonghai .
COMPUTERS & ELECTRICAL ENGINEERING, 2015, 46 :356-370
[34]   Colour image enhancement with brightness preservation and edge sharpening using a heat conduction matrix [J].
Katircioglu, Ferzan .
IET IMAGE PROCESSING, 2020, 14 (13) :3202-3214
[35]   Human Visual Perception-based Image Quality Analyzer for Assessment of Contrast Enhancement Methods [J].
Chen, Soong-Der .
INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2016, 13 (02) :238-245
[36]   Minimum mean brightness error contrast enhancement of color images using adaptive gamma correction with color preserving framework [J].
Gupta, Bhupendra ;
Tiwari, Mayank .
OPTIK, 2016, 127 (04) :1671-1676
[37]   Improved knee transfer function and gamma correction based method for contrast and brightness enhancement of satellite image [J].
Bhandari, A. K. ;
Kumar, A. ;
Singh, G. K. .
AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2015, 69 (02) :579-589
[38]   Linear Contrast Enhancement Network for Low-Illumination Image Enhancement [J].
Zhou, Zhaorun ;
Shi, Zhenghao ;
Ren, Wenqi .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 72
[39]   Automatic Optic Disc Segmentation based on Image Brightness and Image Contrast [J].
Lu, Shijian ;
Liu, Jiang ;
Lim, Joo Hwee ;
Zhang, Zhuo ;
Tan, Ngan Meng ;
Wong, Wing Kee ;
Li, Huiqi ;
Wong, Tien Yin .
MEDICAL IMAGING 2010: IMAGE PROCESSING, 2010, 7623
[40]   A comprehensive experiment-based review of low-light image enhancement methods and benchmarking low-light image quality assessment [J].
Rasheed, Muhammad Tahir ;
Shi, Daming ;
Khan, Hufsa .
SIGNAL PROCESSING, 2023, 204