Opto-Electronic Engineering, Volume. 51, Issue 6, 240063-1(2024)

A multilayer linear fusion algorithm for endoscopic image enhancement

Shuangyuan Wang1、*, Zhiyuan Yao1, Yurong Zhang1, Huaiqi Xue1, and Gengsheng He2
Author Affiliations
  • 1School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
  • 2China Southern Power Grid Energy Development Research Institute Co.,Ltd., Guangzhou, Guangdong 510530, China
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    References(22)

    [1] Aghanouri M, Ghaffari A, Serej N D et al. New image-guided method for localisation of an active capsule endoscope in the stomach[J]. IET Image Process, 13, 2321-2327(2019).

    [2] Omisore O M, Han S P, Xiong J et al. A review on flexible robotic systems for minimally invasive surgery[J]. IEEE Trans Syst Man Cybern Syst, 52, 631-644(2022).

    [3] Ma L, Ma T Y, Liu R S. The review of low-light image enhancement[J]. J Image Graphics, 27, 1392-1409(2022).

    [4] Horiuchi Y, Hirasawa T, Ishizuka N et al. Diagnostic performance in gastric cancer is higher using endocytoscopy with narrow-band imaging than using magnifying endoscopy with narrow-band imaging[J]. Gastric Cancer, 24, 417-427(2021).

    [6] Xia W Y, Chen E C S, Peters T. Endoscopic image enhancement with noise suppression[J]. Healthcare Technol Lett, 5, 154-157(2018).

    [8] Sdiri B, Kaaniche M, Cheikh F A et al. Efficient enhancement of stereo endoscopic images based on joint wavelet decomposition and binocular combination[J]. IEEE Trans Med Imaging, 38, 33-45(2019).

    [9] Cao G, Huang L H, Tian H W et al. Contrast enhancement of brightness-distorted images by improved adaptive gamma correction[J]. Comput Electr Eng, 66, 569-582(2018).

    [10] Liu G H, Yang Q, Yuan Y B et al. A progressive fusion image enhancement method with parallel hybrid attention[J]. Opto-Electron Eng, 50, 220231(2023).

    [11] Fan X Y, Sun Z Q, Tian E G et al. Medical image contrast enhancement based on improved sparrow search algorithm[J]. Int J Imaging Syst Technol, 33, 389-402(2023).

    [12] An Z H, Xu C, Qian K et al. EIEN: endoscopic image enhancement network based on retinex theory[J]. Sensors, 22, 5464(2022).

    [13] Xu S J, Yang H, Li M H et al. Low-light image enhancement based on dual-frequency domain feature aggregation[J]. Opto-Electron Eng, 50, 230225(2023).

    [14] Jiang H P, Zhang K J, Yuan B et al. A vascular enhancement algorithm for endoscope image[J]. Opto-Electron Eng, 46, 180167(2019).

    [16] Ao J, Ma C B. Adaptive stretching method for underwater image color correction[J]. Int J Pattern Recognit Artif Intell, 32, 1854001(2018).

    [18] Borgli H, Thambawita V, Smedsrud P H et al. HyperKvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy[J]. Sci Data, 7, 283(2020).

    [19] Wei C, Wang W J, Yang W H et al. Deep retinex decomposition for low-light enhancement[C], 155(2018).

    [21] Wang L F, Wu B B, Wang X et al. Endoscopic image luminance enhancement based on the inverse square law for illuminance and retinex[J]. Int J Med Robot, 18, e2396(2022).

    [22] Mohapatra S, Kumar Pati G, Mishra M et al. Gastrointestinal abnormality detection and classification using empirical wavelet transform and deep convolutional neural network from endoscopic images[J]. Ain Shams Eng J, 14, 101942(2023).

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    Shuangyuan Wang, Zhiyuan Yao, Yurong Zhang, Huaiqi Xue, Gengsheng He. A multilayer linear fusion algorithm for endoscopic image enhancement[J]. Opto-Electronic Engineering, 2024, 51(6): 240063-1

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    Paper Information

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    Received: Mar. 18, 2024

    Accepted: May. 31, 2024

    Published Online: Oct. 21, 2024

    The Author Email: Shuangyuan Wang (王双园)

    DOI:10.12086/oee.2024.240063

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