Identification and Correction of Microlens-array Error in an Integral-imaging-microscopy System |
Imtiaz, Shariar Md
(School of Information and Communication Engineering, Chungbuk National University)
Kwon, Ki-Chul (School of Information and Communication Engineering, Chungbuk National University) Alam, Md. Shahinur (School of Information and Communication Engineering, Chungbuk National University) Hossain, Md. Biddut (School of Information and Communication Engineering, Chungbuk National University) Changsup, Nam (Department of Mechanical ICT Engineering, College of Future Convergence, Hoseo University) Kim, Nam (School of Information and Communication Engineering, Chungbuk National University) |
1 | M. S. Alam, K.-C. Kwon, M.-U. Erdenebat, M. Y. Abbass, A. Alam, and N. Kim, "Super-resolution enhancement method based on generative adversarial network for integral imaging microscopy," Sensors 21, 2164 (2021). DOI |
2 | C. Shin, H.-G. Jeon, Y. Yoon, I. S. Kweon, and S. J. Kim, "Epinet: A fully-convolutional neural network using epipolar geometry for depth from light field images," in Proc. IEEE Conference on Computer Vision and Pattern Recognition (Salt Lake City, UT, USA. Jun. 2018), pp. 4748-4757. |
3 | R. Ng, M. Levoy, M. Bredif, G. Duval, M. Horowitz, and P. Hanrahan, "Light field photography with a hand-held plenoptic camera," Tech. Rep. CTSR 2005-02 (Department of Computer Science, Stanford University, 2005). |
4 | T.-J. Li, S.-N. Li, S. Li, Y. Yuan, and H.-P. Tan, "Correction model for microlens array assembly error in light field camera," Opt. Express 24, 24524-24543 (2016). DOI |
5 | J. Zhao, Z. Liu, and B. Guo, "Three-dimensional digital image correlation method based on a light field camera," Opt. Lasers Eng. 116, 19-25 (2019). DOI |
6 | L. Su, Q. Yan, J. Cao, and Y. Yuan, "Calibrating the orientation between a microlens array and a sensor based on projective geometry," Opt. Lasers Eng. 82, 22-27 (2016). DOI |
7 | P. Suliga and T. Wrona, "Microlens array calibration method for a light field camera," in Proc. 19th International Carpathian Control Conference-ICCC (Szilvasvarad, Hungary, May. 2018), pp. 19-22. |
8 | D. Cho, M. Lee, S. Kim, and Y.-W. Tai, "Modeling the calibration pipeline of the lytro camera for high quality light-field image reconstruction," in Proc. IEEE International Conference on Computer Vision (Sydney, Australia, Apr. 2013), pp. 3280-3287. |
9 | Z. Zhao, M. Hui, M. Liu, L. Dong, X. Liu, and Y. Zhao, "Centroid shift analysis of microlens array detector in interference imaging system," Opt. Commun. 354, 132-139 (2015). DOI |
10 | V. Dembele, I. Choi, S. Kheiryzadehkhanghah, S. Choi, J. Kim, C. S. Kim, and D. Kim, "Interferometric snapshot spectro-ellipsometry: calibration and systematic error analysis," Curr. Opt. Photon. 4, 345-352 (2020). DOI |
11 | S. Li, Y. Zhu, C. Zhang, Y. Yuan, and H. Tan, "Rectification of images distorted by microlens array errors in plenoptic cameras," Sensors 18, 2019 (2019). DOI |
12 | Y.-T. Lim, J.-H. Park, K.-C. Kwon, and N. Kim, "Resolution-enhanced integral imaging microscopy that uses lens array shifting," Opt. Express 17, 19253-19263 (2009). DOI |
13 | K.-C. Kwon, M.-U. Erdenebat, S. Alam, Y.-T. Lim, K. G. Kim, and N. Kim, "Integral imaging microscopy with enhanced depth-of-field using a spatial multiplexing," Opt. Express 24, 2072-2083 (2016). DOI |
14 | M. Levoy, "Light fields and computational imaging," Computer 39, 46-55 (2006). DOI |
15 | J. Jin, Y. Cao, W. Cai, W. Zheng, and P. Zhou, "An effective rectification method for lenselet-based plenoptic cameras," Proc. SPIE 10020, 100200F (2016). |
16 | X. Liu, X. Zhang, F. Fang, Z. Zeng, H. Gao, and X. Hu, "Influence of machining errors on form errors of microlens arrays in ultra-precision turning," Int. J. Mach. Tools Manuf. 96, 80-93 (2015). DOI |
17 | N. Otsu, "A threshold selection method from gray-level histograms," IEEE Trans. Syst. Man Cybern. SMC-9, 62-66 (1979). DOI |
18 | S. Alam, K.-C. Kwon, M.-U. Erdenebat, Y.-T. Lim, S. Imtiaz, A. Sufian, S.-H. Jeon, and N. Kim, "Resolution Enhancement of an Integral Imaging Microscopy Using Generative Adversarial Network," in Proc. Conference on Lasers and Electro-Optics Pacific Rim-CLEO-PR (Sydney, Australia, Aug. 2020) paper C3G_4. |
19 | K.-C. Kwon, K. H. Kwon, M.-U. Erdenebat, Y.-L. Piao, Y.-T. Lim, M. Y. Kim, and N. Kim, "Resolution-enhancement for an integral imaging microscopy using deep learning," IEEE Photonics J. 11, 6900512 (2019). |
20 | M. Y. Abbass, K.-C. Kwon, M. S. Alam, Y.-L. Piao, K.-Y. Lee, and N. Kim, "Image super resolution based on residual dense CNN and guided filters," Multimed. Tools Appl. 80, 5403-5421 (2021). DOI |
21 | K.-C. Kwon, K. H. Kwon, M.-U. Erdenebat, Y.-L. Piao, Y.-T. Lim, Y. Zhao, and M. Y. Kim, and N. Kim, "Advanced three-dimensional visualization system for an integral imaging microscope using a fully convolutional depth estimation network," IEEE Photonics J. 12, 3900714 (2020). |
22 | S. Shi, J. Wang, J, Ding, Z. Zhao, and T. H. New, "Parametric study on light field volumetric particle image velocimetry," Flow Meas. Instrum. 49, 70-88 (2016). DOI |
23 | T. Georgiev and C. Intwala, "Light field camera design for integral view photography," Tech. Rep. (Adobe Systems Incorporated, 2006). |
24 | S. Li, Y. Yuan, Z. Gao, and H. Tan, "High-accuracy correction of a microlens array for plenoptic imaging sensors," Sensors 19, 3922 (2019). DOI |
25 | S.-N. Li, Y. Yuan, B. Liu, F.-Q. Wang, and H.-P. Tan, "Influence of microlens array manufacturing errors on light-field imaging," Opt. Commun. 410, 40-52 (2018). DOI |
26 | K. Wu, E. Otoo, and A. Shoshani, "Optimizing connected component labeling algorithms," Proc. SPIE 5747, 1965-1976 (2005). |
27 | K.-C Kwon, J.-S. Jeong, M.-U. Erdenebat, Y.-T. Lim, K.-H. Yoo, and N. Kim, "Real-time interactive display for integral imaging microscopy," Appl. Opt. 53, 4450-4459 (2014). DOI |