Abstract
AbstractComputational methods have been established as cornerstones in optical imaging and holography in recent years. Every year, the dependence of optical imaging and holography on computational methods is increasing significantly to the extent that optical methods and components are being completely and efficiently replaced with computational methods at low cost. This roadmap reviews the current scenario in four major areas namely incoherent digital holography, quantitative phase imaging, imaging through scattering layers, and super-resolution imaging. In addition to registering the perspectives of the modern-day architects of the above research areas, the roadmap also reports some of the latest studies on the topic. Computational codes and pseudocodes are presented for computational methods in a plug-and-play fashion for readers to not only read and understand but also practice the latest algorithms with their data. We believe that this roadmap will be a valuable tool for analyzing the current trends in computational methods to predict and prepare the future of computational methods in optical imaging and holography.
Funder
Israel Innovation Authority
NIH RO1
European Union’s Horizon 2020 research and innovation
European Union’s Horizon 2020 research and innovation program
Israel Science Foundation
NIH R21
Japan Society for the Promotion of Science
National Natural Science Foundation of China
The Academy of Finland
H2020 FET-OPEN DYNAMIC
The Chan Zuckerberg Initiative
Life Sciences Research Foundation
Goodnight Early Career Innovators Award
National Institutes of Health
Russian Science Foundation
National Institute of General Medical Sciences
Start-up research grant from DST-SERB, India
Natural Sciences and Engineering Research Council of Canada
Canada Research Chairs Program
Canada Foundation for Innovation and Ministère de l'Économie et de l’Innovation du Québec
Canadian Cancer Society
New Frontiers in Research Fund
Fonds de Recherche du Québec–Nature et Technologies
KAIST UP Program
Tomocube, National Research Foundation of Korea
Institute of Information & communications Technology Planning & Evaluation
key project of natural Science Foundation of Fujian Province
The Foundation for Polish Science
JSPS KAKENHI
IAAR Research Support Program, Chiba University, Japan
Science and Engineering Research Board
Department of Biotechnology
Leading Technology of Jiangsu Basic Research Plan
Youth Foundation of Jiangsu Province
Biomedical Competition Foundation of Jiangsu Province
Key National Industrial Technology Cooperation Foundation of Jiangsu Province
Fundamental Research Funds for the Central Universities
National Science Center, Poland
The Warsaw University of Technology within the Excellence Initiative
Research Council of Norway;
Narodowe Centrum Nauki
Ben-Gurion University
Publisher
Springer Science and Business Media LLC