Autofocusing algorithm for a digital holographic imaging system using convolutional neural networks

[1]  Myung K. Kim Diffraction and Fourier Optics , 2011 .

[2]  B Javidi,et al.  Automatic focusing in digital holography and its application to stretched holograms. , 2011, Optics letters.

[3]  António Pinheiro,et al.  Comparative analysis of autofocus functions in digital in-line phase-shifting holography. , 2016, Applied optics.

[4]  Guosheng Lin,et al.  Deep convolutional neural fields for depth estimation from a single image , 2014, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[5]  Myung K. Kim Principles and techniques of digital holographic microscopy , 2010 .

[6]  Patrik Langehanenberg,et al.  Automated three-dimensional tracking of living cells by digital holographic microscopy. , 2009, Journal of biomedical optics.

[7]  Catherine Yourassowsky,et al.  Refocus criterion for both phase and amplitude objects in digital holographic microscopy. , 2014, Optics letters.

[8]  Sung-Keun Lee,et al.  Fast focus estimation using frequency analysis in digital holography. , 2014, Optics express.

[9]  Patrik Langehanenberg,et al.  Autofocusing in digital holographic microscopy , 2011 .

[10]  Daping Chu,et al.  Realization of real-time interactive 3D image holographic display [Invited]. , 2016, Applied optics.

[11]  Asundi Anand,et al.  A new autofocus method based on angular spectrum method in digital holography , 2015, Other Conferences.

[12]  Soo-Won Kim,et al.  Enhanced Autofocus Algorithm Using Robust Focus Measure and Fuzzy Reasoning , 2008, IEEE Transactions on Circuits and Systems for Video Technology.

[13]  I T Young,et al.  A comparison of different focus functions for use in autofocus algorithms. , 1985, Cytometry.

[14]  Catherine Yourassowsky,et al.  Focus plane detection criteria in digital holography microscopy by amplitude analysis. , 2006, Optics express.

[15]  Lining Sun,et al.  Wavelet-Based Focus Measure and 3-D Surface Reconstruction Method for Microscopy Images , 2006, 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[16]  Zachariah C. Alex,et al.  Compressive Fresnel digital holography using Fresnelet based sparse representation , 2015 .

[17]  A W Smeulders,et al.  Robust autofocusing in microscopy. , 2000, Cytometry.

[18]  Yann LeCun,et al.  Convolutional networks and applications in vision , 2010, Proceedings of 2010 IEEE International Symposium on Circuits and Systems.

[19]  Huaying Wang,et al.  Autofocus Method for Digital Holographic Reconstruction of Microscopic Object , 2009, 2009 Symposium on Photonics and Optoelectronics.

[20]  Luca Maria Gambardella,et al.  Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence Flexible, High Performance Convolutional Neural Networks for Image Classification , 2022 .

[21]  Ichirou Yamaguchi,et al.  Phase-shifting digital holography , 1997 .

[22]  Myung K. Kim,et al.  Digital Holography and Multi-Wavelength Interference Techniques , 2006 .

[23]  Patrik Langehanenberg,et al.  Autofocus algorithms for digital-holographic microscopy , 2007, European Conference on Biomedical Optics.

[24]  Xiangfen Zhang,et al.  A new auto-focus measure based on medium frequency discrete cosine transform filtering and discrete cosine transform , 2016 .

[25]  Melania Paturzo,et al.  Extended focus imaging in digital holographic microscopy: a review , 2014 .

[26]  Peter van Beek,et al.  An extensive empirical evaluation of focus measures for digital photography , 2014, Electronic Imaging.

[27]  T. Poon Digital Holography and Three-Dimensional Display , 2006 .

[28]  I. Yamaguchi,et al.  Image formation in phase-shifting digital holography and applications to microscopy. , 2001, Applied optics.

[29]  Werner Jüptner,et al.  Digital recording and numerical reconstruction of holograms , 2002 .

[30]  Daniel Velásquez Prieto,et al.  Reduction of speckle noise in digital holography by using digital image processing , 2005 .