[HTML][HTML] Wavefront shaping: a versatile tool to conquer multiple scattering in multidisciplinary fields

Z Yu, H Li, T Zhong, JH Park, S Cheng, CM Woo… - The Innovation, 2022 - cell.com
Optical techniques offer a wide variety of applications as light-matter interactions provide
extremely sensitive mechanisms to probe or treat target media. Most of these …

[HTML][HTML] Roadmap on wavefront shaping and deep imaging in complex media

S Gigan, O Katz, HB De Aguiar… - Journal of Physics …, 2022 - iopscience.iop.org
The last decade has seen the development of a wide set of tools, such as wavefront
shaping, computational or fundamental methods, that allow us to understand and control …

Deep speckle correlation: a deep learning approach toward scalable imaging through scattering media

Y Li, Y Xue, L Tian - Optica, 2018 - opg.optica.org
Imaging through scattering is an important yet challenging problem. Tremendous progress
has been made by exploiting the deterministic input–output “transmission matrix” for a fixed …

Deep learning wavefront sensing

Y Nishizaki, M Valdivia, R Horisaki, K Kitaguchi… - Optics express, 2019 - opg.optica.org
We present a new class of wavefront sensors by extending their design space based on
machine learning. This approach simplifies both the optical hardware and image processing …

Artificial intelligence in classical and quantum photonics

F Vernuccio, A Bresci, V Cimini… - Laser & Photonics …, 2022 - Wiley Online Library
The last decades saw a huge rise of artificial intelligence (AI) as a powerful tool to boost
industrial and scientific research in a broad range of fields. AI and photonics are developing …

Deep-learning-generated holography

R Horisaki, R Takagi, J Tanida - Applied optics, 2018 - opg.optica.org
We present a method for computer-generated holography based on deep learning. The
inverse process of light propagation is regressed with a number of computationally …

Image reconstruction through dynamic scattering media based on deep learning

Y Sun, J Shi, L Sun, J Fan, G Zeng - Optics express, 2019 - opg.optica.org
Under complex scattering conditions, it is very difficult to capture clear object images hidden
behind the media by modelling the inverse problem. With regard to dynamic scattering …

Roadmap on chaos-inspired imaging technologies (CI2-Tech)

J Rosen, HB de Aguiar, V Anand, YS Baek, S Gigan… - Applied Physics B, 2022 - Springer
In recent years, rapid developments in imaging concepts and computational methods have
given rise to a new generation of imaging technologies based on chaos. These chaos …

Light scattering control in transmission and reflection with neural networks

A Turpin, I Vishniakou, JD Seelig - Optics express, 2018 - opg.optica.org
Scattering often limits the controlled delivery of light in applications such as biomedical
imaging, optogenetics, optical trapping, and fiber-optic communication or imaging. Such …

Adaptive optical focusing through perturbed scattering media with a dynamic mutation algorithm

H Li, CM Woo, T Zhong, Z Yu, Y Luo, Y Zheng… - Photonics …, 2021 - opg.optica.org
Optical imaging through or inside scattering media, such as multimode fiber and biological
tissues, has a significant impact in biomedicine yet is considered challenging due to the …