Performance Analysis of Three-Dimensional Measurement Algorithm with Focus Variation Microscopic Imaging

Yanqiong Shi; Qiuxia Ying; Rongsheng Lu

doi:10.3788/LOP56.071202

[1] Weckenmann A, Peggs G, Hoffmann J. Probing systems for dimensional micro- and nano-metrology[J]. Measurement Science and Technology, 17, 504-509(2006). http://adsabs.harvard.edu/abs/2006MeScT..17..504W

[2] Raleigh B K. Focus variation-new advance in optical 3D metrology for micro machining applications[J]. Commercial Micro Manufacturing, 6, 1-7(2010).

[3] Bos E J C. Aspects of probing on the micro scale[J]. Proceedings of SPIE, 7544, 754418(2010). http://spie.org/Publications/Proceedings/Paper/10.1117/12.885190

[4] Nayar S K. Shape from focus system[C]. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 302-308(1992).

[5] Sahay R R, Rajagopalan A N. Harnessing defocus blur to recover high-resolution information in shape-from-focus technique[J]. IET Computer Vision, 2, 50-59(2008). http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4543866

[6] Nayar S K, Nakagawa Y. Shape from focus[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 16, 824-831(1994).

[7] Muhammad M S, Choi T S. A novel method for shape from focus in microscopy using Bezier surface approximation[J]. Microscopy Research and Technique, 73, 140-151(2010). http://www.ncbi.nlm.nih.gov/pubmed/19725059

[8] Danzl R, Helmli F, Scherer S. Focus variation-a new technology for high resolution optical 3D surface metrology. [C]∥International Conference of the Slovenian Society for Non-Destructive Testing, 484-491(2009).

[9] Danzl R, Helmli F, Scherer S. Focus variation-a robust technology for high resolution optical 3D surface metrology[J]. Strojniški Vestnik-Journal of Mechanical Engineering, 2011, 245-256(2011). http://adsabs.harvard.edu/abs/2009EGUGA..11.8457S

[10] Li M. Theresearch of auto focusing algorithm and the control of micro platform based on the micro vision system[D]. Qinghuangdao: Yanshan University(2016).

[11] Pertuz S, Puig D, Garcia M A. Analysis of focus measure operators for shape-from-focus[J]. Pattern Recognition, 46, 1415-1432(2013). http://www.sciencedirect.com/science/article/pii/S0031320312004736

[12] Sun Y, Duthaler S, Nelson B J. Autofocusing in computer microscopy: selecting the optimal focus algorithm[J]. Microscopy Research and Technique, 65, 139-149(2004). http://onlinelibrary.wiley.com/doi/10.1002/jemt.20118/full

[13] Aslantas V, Kurban R. A comparison of criterion functions for fusion of multi-focus noisy images[J]. Optics Communications, 282, 3231-3242(2009). http://www.sciencedirect.com/science/article/pii/S0030401809004702

[14] Fu G K, Cao Y P, Lu M T. A fast auto-focusing method of microscopic imaging based on an improved MCS algorithm[J]. Journal of Innovative Optical Health Sciences, 8, 1550020(2015). http://www.opticsjournal.net/Articles/Abstract?aid=OJ190110000095eKgNjQ

[15] Sha X P, Li W C, Lv X et al. Research on auto-focusing technology for micro vision system[J]. Optik, 142, 226-233(2017). http://www.sciencedirect.com/science/article/pii/S0030402617306605

[16] Liu Y, Yu F H. An automatic image fusion algorithm for unregistered multiply multi-focus images[J]. Optics Communications, 341, 101-113(2015). http://www.sciencedirect.com/science/article/pii/S0030401814011559

[17] Liu Y, Liu S P, Wang Z F. Multi-focus image fusion with dense SIFT[J]. Information Fusion, 23, 139-155(2015). http://www.sciencedirect.com/science/article/pii/S1566253514000670

[18] Nejati M, Samavi S, Karimi N et al. Surface area-based focus criterion for multi-focus image fusion[J]. Information Fusion, 36, 284-295(2017). http://www.sciencedirect.com/science/article/pii/S156625351630255X

[19] Cabazos-Marín A R, Álvarez-Borrego J. Automatic focus and fusion image algorithm using nonlinear correlation: image quality evaluation[J]. Optik, 164, 224-242(2018). http://www.sciencedirect.com/science/article/pii/S0030402618302900

[20] Zhang B H, Lu X Q, Pei H Q et al. Multi-focus image fusion algorithm based on focused region extraction[J]. Neurocomputing, 174, 733-748(2016). http://www.sciencedirect.com/science/article/pii/S0925231215014253

[21] Aslantas V, Kurban R. Fusion of multi-focus images using differential evolution algorithm[J]. Expert Systems with Applications, 37, 8861-8870(2010). http://dl.acm.org/citation.cfm?id=1842193

[22] Kou L, Zhang L G, Zhang K J et al. A multi-focus image fusion method via region mosaicking on Laplacian pyramids[J]. PLoS One, 13, e0191085(2018). http://europepmc.org/articles/PMC5957432/

[23] Burt P, Adelson E. The Laplacian pyramid as a compact image code[J]. IEEE Transactions on Communications, 31, 532-540(1983). http://doi.ieeecomputersociety.org/resolve?ref_id=doi:10.1109/tcom.1983.1095851&rfr_id=trans/tp/2009/01/ttp2009010164.htm

[24] Forster B, van de Ville D, Berent J et al. . Complex wavelets for extended depth-of-field: a new method for the fusion of multichannel microscopy images[J]. Microscopy Research and Technique, 65, 33-42(2004). http://www.ncbi.nlm.nih.gov/pubmed/15570586

[25] Szeliski R. Image alignment and stitching: a tutorial[J]. Foundations and Trends in Computer Graphics and Vision, 2, 1-104(2007). http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=8187154

[26] Lakshmi C H S, Bhagat J P, Kar S. Image registration in shifted focus. [C]∥IEEE Second International Conference on Image Information Processing, 319-322(2013).

[27] Xia X H, Dang G, Yao Y S et al. Image registration model and algorithm for multi-focus images[J]. Pattern Recognition Letters, 86, 26-30(2017). http://www.sciencedirect.com/science/article/pii/S016786551630352X