Image restoration of undersampled two-photon microscopy with conditional generative adversarial network
- Resource Type
- Conference
- Authors
- Chan, Ryan K Y.; He, Hongsen; So, W. L.; Ka Fok, Hiu; Ren, Yu-Xuan; Lai, Cora S. W.; Wong, Kenneth K. Y.
- Source
- 2021 Conference on Lasers and Electro-Optics (CLEO) Lasers and Electro-Optics (CLEO), 2021 Conference on. :1-2 May, 2021
- Subject
- Photonics and Electrooptics
Image resolution
Microscopy
Lasers and electrooptics
Generative adversarial networks
Image restoration
Electrooptical waveguides
- Language
We demonstrate the use of conditional generative adversarial network in restoring undersampled two-photon microscopic image. Image resolution and contrast can be substantially improved without noticeable artefacts with a 4-fold increase in imaging speed.