Web Based Methodology for Holographic Learning on Microscopy Patterns Recognition

Andouglas Goncalves da Silva Junior; Pierluigi Carcagnì; Pasquale Memmolo; Vittorio Bianco; Teresa Cacace; Francesco Merola; Luiz Marcos Garcia Goncalves; Cosimo Distante; Pietro Ferraro

doi:10.1364/ISA.2021.IW4A.5

OSA Imaging and Applied Optics Congress 2021 (3D, COSI, DH, ISA, pcAOP)
OSA Technical Digest (Optica Publishing Group, 2021),
paper IW4A.5
•https://doi.org/10.1364/ISA.2021.IW4A.5

Web Based Methodology for Holographic Learning on Microscopy Patterns Recognition

Andouglas Goncalves da Silva Junior, Pierluigi Carcagnì, Pasquale Memmolo, Vittorio Bianco, Teresa Cacace, Francesco Merola, Luiz Marcos Garcia Goncalves, Cosimo Distante, and Pietro Ferraro

Imaging Systems and Applications 2021

Washington, DC United States
19–23 July 2021
ISBN: 978-1-943580-89-7

From the session
Machine Learning and Imaging I (IW4A)

Not Accessible

Your library or personal account may give you access

Get PDF
Email
Share
Get Citation
Copy Citation Text
A. G. da Silva Junior, P. Carcagnì, P. Memmolo, V. Bianco, T. Cacace, F. Merola, L. M. G. Goncalves, C. Distante, and P. Ferraro, "Web Based Methodology for Holographic Learning on Microscopy Patterns Recognition," in OSA Imaging and Applied Optics Congress 2021 (3D, COSI, DH, ISA, pcAOP), H. Hua, B. Javidi, M. Martinez-Corral, O. Matoba, A. Stern, S. Thibault, T. Alieva, J. Ke, F. Willomitzer, F. Okten, P. Silveira, P. Banerjee, E. Stoykova, D. Chu, J. Park, F. Imai, C. Joo, M. Digman, D. Gardner, S. Gladysz, D. LeMaster, S. Basu, and O. Korotkova, eds., OSA Technical Digest (Optica Publishing Group, 2021), paper IW4A.5.

Export Citation
- BibTex
- Endnote (RIS)
- HTML
- Plain Text
Get Video
Citation alert
Save article

Abstract

We propose a way to perform the classification of holographic phase maps using machine learning models in a web application. The system can perform acquisition, processing, reconstruction, segmentation, and classification steps straight from the browser.

PDF Article | Presentation Video

More Like This

Dynamic imaging and characterization of volatile aerosols using deep learning-based holographic microscopy

Yi Luo, Yichen Wu, Liqiao Li, Yuening Guo, Ege Çetintaş, Yifang Zhu, and Aydogan Ozcan
FM2D.4 Frontiers in Optics (FiO) 2021

Raw holograms based machine learning for cancer cells classification in microfluidics

Mattia Delli Priscoli, Pasquale Memmolo, Gioele Ciaparrone, Vittorio Bianco, Francesco Merola, Lisa Miccio, Francesco Bardozzo, Daniele Pirone, Martina Mugnano, Flora Cimmino, Mario Capasso, Achile Iolascon, Pietro Ferraro, and Roberto Tagliaferri
DTh1D.3 Digital Holography and Three-Dimensional Imaging (DH) 2021

Learning-based Single Shot Phase Retrieval for Reflective Digital Holographic Microscopy

Dongheon Yoo, Byounghyo Lee, Jaebum Cho, and Byoungho Lee
JW4A.24 3D Image Acquisition and Display: Technology, Perception and Applications (3D) 2018

Previous Article Next Article

Presentation Video

Presentation video access is available to:

Optica Publishing Group subscribers
Technical meeting attendees
Optica members who wish to use one of their free downloads. Please download the article first. After downloading, please refresh this page.

Contact your librarian or system administrator
or
Log in to access Optica Member Subscription or free downloads