Laser & Optoelectronics Progress, Volume. 60, Issue 22, 2210005(2023)
Multi-Module Combination Method for Denoising Biological Microscopy Images
[1] Murray G I. An overview of laser microdissection technologies[J]. Acta Histochemica, 109, 171-176(2007).
[2] Datta S, Malhotra L, Dickerson R et al. Laser capture microdissection: big data from small samples[J]. Histology and Histopathology, 30, 1255-1269(2015).
[3] Huang C H, Yi D R, Jin F J et al. Progress on single cell isolation methods and instruments[J]. Chinese Journal of Scientific Instrument, 41, 140-153(2020).
[4] Zhang Y D, Zhu Y H, Nichols E et al. A Poisson-Gaussian denoising dataset with real fluorescence microscopy images[C], 11702-11710(2020).
[5] Mandracchia B, Hua X W, Guo C L et al. Fast and accurate sCMOS noise correction for fluorescence microscopy[J]. Nature Communications, 11, 94(2020).
[6] Chang S G, Yu B, Vetterli M. Spatially adaptive wavelet thresholding with context modeling for image denoising[J]. IEEE Transactions on Image Processing, 9, 1522-1531(2000).
[7] Ma J X. Based on the Fourier transform and the wavelet transformation of the digital image processing[C], 1232-1234(2012).
[8] Zhang K, Zuo W M, Chen Y J et al. Beyond a Gaussian denoiser: residual learning of deep CNN for image denoising[J]. IEEE Transactions on Image Processing, 26, 3142-3155(2017).
[9] Guo S, Yan Z F, Zhang K et al. Toward convolutional blind denoising of real photographs[C], 1712-1722(2020).
[10] Sonka M, Hlavac V, Boyle R, Xing J L, Ai H Z[M]. Image processing, analysis, and machine vision(2016).
[11] Lin T Y, Dollár P, Girshick R et al. Feature pyramid networks for object detection[C], 936-944(2017).
[12] Huang G, Liu Z, Van Der Maaten L et al. Densely connected convolutional networks[C], 2261-2269(2017).
Get Citation
Copy Citation Text
Weihua Le, Dingrong Yi, Bocong Zhou, Caihong Huang. Multi-Module Combination Method for Denoising Biological Microscopy Images[J]. Laser & Optoelectronics Progress, 2023, 60(22): 2210005
Category: Image Processing
Received: Apr. 10, 2023
Accepted: Jun. 15, 2023
Published Online: Nov. 6, 2023
The Author Email: Dingrong Yi (yidr@hqu.edu.cn)