Chinese Journal of Lasers, Volume. 50, Issue 24, 2402201(2023)

Image Fusion Algorithm of Waterjet-Assisted Laser Processing Features Based on Retinex Dehazing Algorithm

Ying Li1,2、*, Xinyue Li1,2, Jiaqi Wang2、**, Jinkai Xu2, and Huadong Yu2,3
Author Affiliations
  • 1School of Opto-Electronic Engineering, Changchun University of Science and Technology, Changchun 130022, Jilin, China
  • 2Ministry of Education Key Laboratory for Cross-Scale Micro and Nano Manufacturing, Changchun University of Science and Technology, Changchun 130022, Jilin, China
  • 3School of Mechanical and Aerospace Engineering, Jilin University, Changchun 130025, Jilin, China
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    References(35)

    [1] Wang J Q, Xu J K, Lian Z X et al. Facile and green fabrication of robust microstructured stainless steel mesh for efficient oil/water separation via waterjet-assisted laser ablation[J]. Colloids and Surfaces A: Physicochemical and Engineering Aspects, 643, 128703(2022).

    [2] Zhang Z, Song Q, Zhang K P et al. Simulation and experimental research on flat top femtosecond laser grooving of silicon wafer[J]. Chinese Journal of Lasers, 50, 2002202(2023).

    [3] Valdecasas A G, Marshall D, Becerra J M et al. On the extended depth of focus algorithms for bright field microscopy[J]. Micron, 32, 559-569(2001).

    [4] Wu Y H, Chen K, Zhang J et al. Method of defogging image based on the sky area separation[C], 1443-1448(2016).

    [5] Huang W C, Yang Z, Jiao S B et al. Research on color image defogging algorithm based on MSR and CLAHE[C], 7301-7306(2021).

    [6] Zhang Y T, Liu H P, Huang Y M et al. Underwater image enhancement based on image segmentation and color adaptation transformation for white balance[J]. Laser & Optoelectronics Progress, 60, 1410003(2023).

    [7] Yue D Q, Huang Y Y, Tang H Z et al. Single image dehazing jointly utilizing dark channel prior and guided filtering in dual-tree complex wavelet domain[C], 10-13(2021).

    [8] Liu Y L. Research on defogging method of maritime images based on dark channel prior[D](2022).

    [9] Mouroulis P. Depth of field extension with spherical optics[J]. Optics Express, 16, 12995-13004(2008).

    [10] Zhao T Y, Yu F H. Point spread function analysis of a cubic phase wavefront coding system with a circular pupil[J]. Optics Express, 20, 2408-2419(2012).

    [11] David Giese J, Ford T N, Mertz J. Fast volumetric phase-gradient imaging in thick samples[J]. Optics Express, 22, 1152-1162(2014).

    [12] Xie X H, Yu X B, Gao X et al. Extended depth of field method with a designed diffraction optical element based on multi-depth fusion and end-to-end optimization[J]. Optics Communications, 517, 128317(2022).

    [13] Zhao T Y, Mauger T, Li G Q. Optimization of wavefront-coded infinity-corrected microscope systems with extended depth of field[J]. Biomedical Optics Express, 4, 1464-1471(2013).

    [14] Wang W, Zhang L H, Fu T W. Wavefront coding-based short-wave infrared imaging system for extended depth of field[J]. Laser & Optoelectronics Progress, 60, 1011005(2023).

    [15] Yang Y, Cao S H, Wan W G et al. Multi-modal medical image super-resolution fusion based on detail enhancement and weighted local energy deviation[J]. Biomedical Signal Processing and Control, 80, 104387(2023).

    [16] Yang B, Zhong J Y, Li Y H et al. Multi-focus image fusion and super-resolution with convolutional neural network[J]. International Journal of Wavelets, Multiresolution and Information Processing, 15, 1750037(2017).

    [17] Simone G, Farina A, Morabito F C et al. Image fusion techniques for remote sensing applications[J]. Information Fusion, 3, 3-15(2002).

    [18] Song J W, Zhu D M, Fu Z T et al. Infrared and visible image fusion based on contrast and structure extraction[J]. Laser & Optoelectronics Progress, 60, 1410005(2023).

    [19] Kong W W, Wang B H, Lei Y. Technique for infrared and visible image fusion based on non-subsampled shearlet transform and spiking cortical model[J]. Infrared Physics & Technology, 71, 87-98(2015).

    [20] Jin X, Jiang Q, Yao S W et al. A survey of infrared and visual image fusion methods[J]. Infrared Physics & Technology, 85, 478-501(2017).

    [21] Cai Z. Research on underwater bubble detection technology based on optical characteristics[D](2015).

    [22] Liang G M. A new morphological operator based on structural hypergraph[D](2018).

    [23] Wu Y H. Research on enhancement algorithm of uneven low illumination and low quality image[D](2021).

    [24] Lee C H, Shih J L, Lien C C et al. Adaptive multiscale Retinex for image contrast enhancement[C], 43-50(2014).

    [25] Li D Y, Zhou J C, Wang S Y et al. Adaptive weighted multiscale retinex for underwater image enhancement[J]. Engineering Applications of Artificial Intelligence, 123, 106457(2023).

    [26] Yang J. Research on image fusion algorithm based on wavelet transform[D](2014).

    [27] Mallat S G. A theory for multiresolution signal decomposition: the wavelet representation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 11, 674-693(1989).

    [28] Mallat S G. Multifrequency channel decompositions of images and wavelet models[J]. IEEE Transactions on Acoustics, Speech, and Signal Processing, 37, 2091-2110(1989).

    [29] Lu Y F. Research on objective evaluation method of image quality based on local visual features[D](2015).

    [30] Chen Y, Wu M M, Fang H et al. No-reference image quality assessment based on differential excitation[J]. Acta Automatica Sinica, 46, 1727-1737(2020).

    [31] Song Q, Wang Y H, Bai K. High dynamic range infrared images detail enhancement based on local edge preserving filter[J]. Infrared Physics & Technology, 77, 464-473(2016).

    [32] Jagalingam P, Hegde A V. A review of quality metrics for fused image[J]. Aquatic Procedia, 4, 133-142(2015).

    [33] Shreyamsha Kumar B K. Image fusion based on pixel significance using cross bilateral filter[J]. Signal, Image and Video Processing, 9, 1193-1204(2015).

    [34] Wang J Q, Xu J K, Chen G J et al. Microstructural evolution, mechanical properties and surface quality of TC11 titanium alloy subjected to waterjet-assisted laser direct inscription[J]. Journal of Materials Research and Technology, 24, 4986-5006(2023).

    [35] Zhang W D, Dong L L, Xu W H. Retinex-inspired color correction and detail preserved fusion for underwater image enhancement[J]. Computers and Electronics in Agriculture, 192, 106585(2022).

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    Ying Li, Xinyue Li, Jiaqi Wang, Jinkai Xu, Huadong Yu. Image Fusion Algorithm of Waterjet-Assisted Laser Processing Features Based on Retinex Dehazing Algorithm[J]. Chinese Journal of Lasers, 2023, 50(24): 2402201

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    Paper Information

    Category: Laser Surface Machining

    Received: Jul. 3, 2023

    Accepted: Aug. 21, 2023

    Published Online: Dec. 7, 2023

    The Author Email: Li Ying (gdly@cust.edu.cn), Wang Jiaqi (wjqand@126.com)

    DOI:10.3788/CJL230985

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