Roadmap on computational methods in optical imaging and holography [invited] ■
Roadmap on computational methods in optical imaging and holography, Roadmap on computational methods in optical imaging and holography, Soon Hock Ng, Soon Hock Ng, Fazilah Nothlawala, Fazilah Nothlawala, Jeonghun Oh, Jeonghun Oh, Aydogan Ozcan, Aydogan Ozcan, Yongkeun Park, Yongkeun Park, Alexey P. Porfirev, Alexey P. Porfirev, Mariana Potcoava, Mariana Potcoava, Sashi Prabhakar, Sashi Prabhakar, Jixiong Pu, Jixiong Pu, Mani Ratnam Rai, Mani Ratnam Rai, Mikolaj Rogalski, Mikolaj Rogalski, Meguya Ryu, Meguya Ryu, Sakshi Choudhary, Sakshi Choudhary, Gangi Reddy Salla, Gangi Reddy Salla, Sarp Feykun Şener, Sarp Feykun Şener, Igor Shevkunov, Igor Shevkunov, Tomoyoshi Shimobaba, Tomoyoshi Shimobaba, Rakesh K. Singh, Rakesh K. Singh, Ravindra P. Singh, Ravindra P. Singh, Adrian Stern, Adrian Stern, Jiasong Sun, Jiasong Sun, Shun Zhou, Shun Zhou, Chao Zuo, Chao Zuo, Zack Zurawski, Zack Zurawski, Tatsuki Tahara, Tatsuki Tahara, Vipin Tiwari, Vipin Tiwari, Maciej Trusiak, Maciej Trusiak, R.V. Vinu, R.V. Vinu, Sergey G. Volotovskiy, Sergey G. Volotovskiy, Hasan Yilmaz, Hasan Yilmaz, Hilton Barbosa De Aguiar, Hilton Barbosa De Aguiar, Balpreet S. Ahluwalia, Balpreet S. Ahluwalia, Azeem Ahmad, Azeem Ahmad
Computational 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.