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Laser & Optoelectronics Progress, Volume. 61, Issue 14, 1437006(2024)

Adaptive Gamma Correction of Subregion for Non-Uniform Illumination Image Enhancement

Xin Ma1, Chunyu Yu1、*, Gang Chen2, Ningning Sun3, and Rongheng Ma1
Author Affiliations
  • 1College of Electronic and Optical Engineering & College of Flexible Electronics (Future Technology), Nanjing University of Posts and Telecommunications, Nanjing 210023, Jiangsu , China
  • 2Nanjing Jusha Display Technology Co., Ltd., Nanjing 210003, Jiangsu , China
  • 3School of Electronic Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China
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    [1] Kong T L, Isa N A M. Enhancer-based contrast enhancement technique for non-uniform illumination and low-contrast images[J]. Multimedia Tools and Applications, 76, 14305-14326(2017).

    [2] Kumar A, Kumar M, Kaur A. Face detection in still images under occlusion and non-uniform illumination[J]. Multimedia Tools and Applications, 80, 14565-14590(2021).

    [3] Liu M F, Liu Y, Hu H J et al. Genetic algorithm and mathematical morphology based binarization method for strip steel defect image with non-uniform illumination[J]. Journal of Visual Communication and Image Representation, 37, 70-77(2016).

    [4] Liang L, He W P, Lei L et al. Survey on enhancement methods for non-uniform illumination image[J]. Application Research of Computers, 27, 1625-1628(2010).

    [5] Xie F Y, Tang M, Zhang R. Review of image enhancement algorithms based on Retinex[J]. Journal of Data Acquisition and Processing, 34, 1-11(2019).

    [6] Dhal K G, Das A, Ghoshal N et al. Variance based brightness preserved dynamic histogram equalization for image contrast enhancement[J]. Pattern Recognition and Image Analysis, 28, 747-757(2018).

    [7] Rout S K, Sahani M, Mohanty M N. Modified color brightness preserving bi-histogram equalization with variable enhancement degree for restoration of skin color[C], 88-93(2015).

    [8] Wang Y, Chen Q, Zhang B. Image enhancement based on equal area dualistic sub-image histogram equalization method[J]. IEEE Transactions on Consumer Electronics, 45, 68-75(1999).

    [9] Jebadass J R, Balasubramaniam P. Low contrast enhancement technique for color images using interval-valued intuitionistic fuzzy sets with contrast limited adaptive histogram equalization[J]. Soft Computing, 26, 4949-4960(2022).

    [10] Bindhu A, Uma Maheswari O. Color corrected single scale retinex based haze removal and color correction for underwater images[J]. Color Research & Application, 45, 1084-1093(2020).

    [11] Wei B, Li L. Multiscale retinex color restoration with adaptive gamma correction for foggy image enhancement[J]. Journal of Flow Visualization and Image Processing, 28, 71-88(2021).

    [12] Joshi P, Prakash S. Image enhancement with naturalness preservation[J]. The Visual Computer, 36, 71-83(2020).

    [13] Wang S H, Luo G. Naturalness preserved image enhancement using a priori multi-layer lightness statistics[J]. IEEE Transactions on Image Processing, 27, 938-948(2018).

    [14] Liu Z C, Wang D W, Liu Y et al. Adaptive adjustment algorithm for non-uniform illumination images based on 2D gamma function[J]. Transactions of Beijing Institute of Technology, 36, 191-196, 214(2016).

    [15] Wang D W, Wang J, Xu Z J et al. Adaptive correction algorithm for non-uniform illumination images[J]. Systems Engineering and Electronics, 39, 1383-1390(2017).

    [16] Chen L, Chen L F. Method for correcting low-illumination images based on adaptive two-dimensional gamma function[J]. Academic Journal of Engineering and Technology Science, 5, 34-40(2022).

    [17] Ansari M A, Singh D K. Significance of color spaces and their selection for image processing: a survey[J]. Recent Advances in Computer Science and Communications, 15, 946-956(2022).

    [18] Bhandari A K, Srinivas K, Maurya S. Gamma corrected reflectance for low contrast image enhancement using guided filter[J]. Multimedia Tools and Applications, 81, 6009-6030(2022).

    [19] He K M, Sun J, Tang X O. Guided image filtering[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 35, 1397-1409(2013).

    [20] Wei C, Wang W J, Yang W H et al. Deep retinex decomposition for low-light enhancement[EB/OL]. https://arxiv.org/abs/1808.04560

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    Xin Ma, Chunyu Yu, Gang Chen, Ningning Sun, Rongheng Ma. Adaptive Gamma Correction of Subregion for Non-Uniform Illumination Image Enhancement[J]. Laser & Optoelectronics Progress, 2024, 61(14): 1437006

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    Paper Information

    Category: Digital Image Processing

    Received: Nov. 17, 2023

    Accepted: Dec. 21, 2023

    Published Online: Jul. 8, 2024

    The Author Email: Chunyu Yu (yucy@njupt.edu.cn)

    DOI:10.3788/LOP232516

    CSTR:32186.14.LOP232516

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology