no code implementations • 23 May 2022 • Udith Haputhanthri, Kithmini Herath, Ramith Hettiarachchi, Hasindu Kariyawasam, Azeem Ahmad, Balpreet S. Ahluwalia, Chamira U. S. Edussooriya, Dushan N. Wadduwage
To this end, we present a learnable optical compression-decompression framework that learns content-specific features.
no code implementations • 28 Mar 2022 • Kithmini Herath, Udith Haputhanthri, Ramith Hettiarachchi, Hasindu Kariyawasam, Raja N. Ahmad, Azeem Ahmad, Balpreet S. Ahluwalia, Chamira U. S. Edussooriya, Dushan Wadduwage
Differentiable microscopy first models a common physics-based optical system however with trainable optical elements at key locations on the optical path.
The localization precision at 640 nm was very similar for both the materials.
Intriguingly, we find that conventionally beneficial smoothing and filtering of raw data is counterproductive in this type of application.