122 citations · 165 across the 5 of their papers we have counts for
5 papers
Differentiable optimization of the Debye-Wolf integral for light shaping and adaptive optics in two-photon microscopy
Ivan Vishniakou, Johannes D. Seelig
Control of light through a microscope objective with a high numerical aperture is a common requirement in applications such as optogenetics, adaptive optics, or laser processing. L…
Differentiable model-based adaptive optics for two-photon microscopy
Ivan Vishniakou, Johannes D. Seelig
Aberrations limit scanning fluorescence microscopy when imaging in scattering materials such as biological tissue. Model-based approaches for adaptive optics take advantage of a co…
Differentiable model-based adaptive optics with transmitted and reflected light
Ivan Vishniakou, Johannes D. Seelig
Aberrations limit optical systems in many situations, for example when imaging in biological tissue. Machine learning offers novel ways to improve imaging under such conditions by…
Adaptive optics with reflected light and deep neural networks
Ivan Vishniakou, Johannes D. Seelig
Light scattering and aberrations limit optical microscopy in biological tissue, which motivates the development of adaptive optics techniques. Here, we develop a method for adaptiv…
Light scattering control in transmission and reflection with neural networks
Alex Turpin, Ivan Vishniakou, Johannes D. Seelig
Scattering often limits the controlled delivery of light in applications such as biomedical imaging, optogenetics, optical trapping, and fiber-optic communication or imaging. Such…