Optics and Precision Engineering, Volume. 30, Issue 22, 2913(2022)
Multi-regularization image restoration method for X-ray images of integrated circuit
[1] A MIKHAYLOV, M ZAKHAROVA, V VLNIESKA et al. Inverted Hartmann mask made by deep X-ray lithography for single-shot multi-contrast X-ray imaging with laboratory setup. Optics Express, 30, 8494(2022).
[2] R R À PORTA, Y STERCHI, A SCHWANINGER. How realistic is threat image projection for X-ray baggage screening?. Sensors (Basel, Switzerland), 22, 2220(2022).
[3] H D WU, Y S GE, G D NIU et al. Metal halide perovskites for X-ray detection and imaging. Matter, 4, 144-163(2021).
[4] [4] 4高红霞, 吴丽璇, 徐寒, 等. 微焦点X射线图像乘性加性混合噪声的去除[J]. 光学 精密工程, 2014, 22(11): 3100-3113. doi: 10.3788/ope.20142211.3100GAOH X, WUL X, XUH, et al. Denoising method of micro-focus X-ray images corrupted with mixed multiplicative and additive noises[J]. Opt. Precision Eng., 2014, 22(11): 3100-3113.(in Chinese). doi: 10.3788/ope.20142211.3100
[5] [5] 5马鸽, 胡跃明, 高红霞, 等. 基于物理总能量目标函数的稀疏重建模型[J]. 物理学报, 2015, 64(20): 204202. doi: 10.7498/aps.64.204202MAG, HUY M, GAOH X, et al. Physical total energy based objective function model for sparse reconstruction[J]. Acta Physica Sinica, 2015, 64(20): 204202.(in Chinese). doi: 10.7498/aps.64.204202
[6] L WEN, X T XIE, X Y LI et al. A new ensemble convolutional neural network with diversity regularization for fault diagnosis. Journal of Manufacturing Systems, 62, 964-971(2022).
[7] D W REN, W M ZUO, D ZHANG et al. Simultaneous fidelity and regularization learning for image restoration. IEEE Transactions on Pattern Analysis and Machine Intelligence, 43, 284-299(2021).
[8] P LU, B NADIA, W JIANG et al. Blind image restoration enhances digital autoradiographic imaging of radiopharmaceutical tissue distribution. Journal of Nuclear Medicine: Official Publication, 63, 591-597(2022).
[9] [9] 9曹学影, 王琳, 谭覃燕, 等. 自适应双刃边法模糊红外图像复原[J]. 光学 精密工程, 2022, 30(5): 630-640. doi: 10.37188/OPE.20223005.0620CAOX Y, WANGL, TANQ Y, et al. Restoration of blurred infrared image by adaptive double edge method[J]. Opt. Precision Eng., 2022, 30(5): 630-640.(in Chinese). doi: 10.37188/OPE.20223005.0620
[10] F Y GAO, X DENG, M XU et al. Multi-modal convolutional dictionary learning. IEEE Transactions on Image Processing: a Publication of the IEEE Signal Processing Society, 31, 1325-1339(2022).
[11] A DOGRA, B GOYAL, S AGRAWAL. Bone vessel image fusion via generalized reisz wavelet transform using averaging fusion rule. Journal of Computational Science, 21, 371-378(2017).
[12] X S LI, F Q ZHOU, H S TAN. Joint image fusion and denoising via three-layer decomposition and sparse representation. Knowledge-Based Systems, 224, 107087(2021).
[13] M DIWAKAR, M KUMAR. A review on CT image noise and its denoising. Biomedical Signal Processing and Control, 42, 73-88(2018).
[14] [14] 14彭天奇, 禹晶, 郭乐宁, 等. 基于跨尺度字典学习的图像盲解卷积算法[J]. 光学 精密工程, 2021, 29(2): 338-348. doi: 10.37188/OPE.20212902.0338PENGT Q, YUJ, GUOL N, et al. Blind image deconvolution via cross-scale dictionary learning[J]. Opt. Precision Eng., 2021, 29(2): 338-348.(in Chinese). doi: 10.37188/OPE.20212902.0338
[15] L I RUDIN, S OSHER, E FATEMI. Nonlinear total variation based noise removal algorithms. Physica D: Nonlinear Phenomena, 60, 259-268(1992).
[16] D W REN, H Z ZHANG, D ZHANG et al. Fast total-variation based image restoration based on derivative alternated direction optimization methods. Neurocomputing, 170, 201-212(2015).
[17] M A T FIGUEIREDO, R D NOWAK, S J WRIGHT. Gradient projection for sparse reconstruction: application to compressed sensing and other inverse problems. IEEE Journal of Selected Topics in Signal Processing, 1, 586-597(2007).
Get Citation
Copy Citation Text
Ge MA, Sen LIN, Zhifu LI, Zhijia ZHAO, Tao ZOU. Multi-regularization image restoration method for X-ray images of integrated circuit[J]. Optics and Precision Engineering, 2022, 30(22): 2913
Category: Information Sciences
Received: Apr. 29, 2022
Accepted: --
Published Online: Nov. 28, 2022
The Author Email: ZOU Tao (tzou@gzhu.edu.cn)