Light scattering control in transmission and reflection with neural networks

Focusing of light energy inside a scattering medium by controlling the time-gated multiple light scattering

(2018) Seungwon Jeong et al.   Nature Photonics

Self-calibration of lensless holographic endoscope using programmable guide stars

(2018) Robert Kuschmierz et al.   OPTICS LETTERS

Mutual Information between Reflected and Transmitted Speckle Images

(2018) N. Fayard et al.   PHYSICAL REVIEW LETTERS

Machine Learning Based Localization and Classification with Atomic Magnetometers

(2018) Cameron Deans et al.   PHYSICAL REVIEW LETTERS

Deep-STORM: super-resolution single-molecule microscopy by deep learning

(2018) Elias Nehme et al.   Optica

Scattering correlations of time-gated light

(2018) Mykola Kadobianskyi et al.   Optica

Imaging through glass diffusers using densely connected convolutional networks

(2018) Shuai Li et al.   Optica

Bayes’ theorem-based binary algorithm for fast reference-less calibration of a multimode fiber

(2018) Tianrui Zhao et al.   OPTICS EXPRESS

Learning to see through multimode fibers

(2018) Navid Borhani et al.   Optica

Adaptive optical fluorescence microscopy

(2017) Na Ji   NATURE METHODS

Comparison of nematic liquid-crystal and DMD based spatial light modulation in complex photonics

(2017) Sergey Turtaev et al.   OPTICS EXPRESS

Single multimode fiber endoscope

(2017) Antonio M. Caravaca-Aguirre et al.   OPTICS EXPRESS

Focusing light through dynamical samples using fast continuous wavefront optimization

(2017) B. Blochet et al.   OPTICS LETTERS

Light fields in complex media: Mesoscopic scattering meets wave control

(2017) Stefan Rotter et al.   REVIEWS OF MODERN PHYSICS

Focusing light through strongly scattering media using genetic algorithm with SBR discriminant

(2017) Bin Zhang et al.   Journal of Optics

High-resolution adaptive optical imaging within thick scattering media using closed-loop accumulation of single scattering

(2017) Sungsam Kang et al.   Nature Communications

Four-dimensional light shaping: manipulating ultrafast spatiotemporal foci in space and time

(2017) Bangshan Sun et al.   Light-Science & Applications

Focusing light by wavefront shaping through disorder and nonlinearity

(2017) Hadas Frostig et al.   Optica

Deep learning microscopy

(2017) Yair Rivenson et al.   Optica

Lensless computational imaging through deep learning

(2017) Ayan Sinha et al.   Optica

Focusing light inside dynamic scattering media with millisecond digital optical phase conjugation

(2017) Yan Liu et al.   Optica

Transmission-matrix-based point-spread-function engineering through a complex medium

(2017) Antoine Boniface et al.   Optica

Deep tissue optical focusing and optogenetic modulation with time-reversed ultrasonically encoded light

(2017) Haowen Ruan et al.   Science Advances

Learning-based imaging through scattering media

(2016) Ryoichi Horisaki et al.   OPTICS EXPRESS

Creation and detection of optical modes with spatial light modulators

(2016) Andrew Forbes et al.   Advances in Optics and Photonics

Smart optical coherence tomography for ultra-deep imaging through highly scattering media

(2016) A. Badon et al.   Science Advances

Imaging Live-Cell Dynamics and Structure at the Single-Molecule Level

(2015) Zhe Liu et al.   MOLECULAR CELL

Computational imaging: Machine learning for 3D microscopy

(2015) Laura Waller et al.   NATURE

Deep learning

(2015) Yann LeCun et al.   NATURE

Imaging deep within a scattering medium using collective accumulation of single-scattered waves

(2015) Sungsam Kang et al.   Nature Photonics

Guidestar-assisted wavefront-shaping methods for focusing light into biological tissue

(2015) Roarke Horstmeyer et al.   Nature Photonics

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Measuring large optical reflection matrices of turbid media

(2015) Hyeonseung Yu et al.   OPTICS COMMUNICATIONS

Speckle-learning-based object recognition through scattering media

(2015) Takamasa Ando et al.   OPTICS EXPRESS

Adaptive optics stochastic optical reconstruction microscopy (AO-STORM) using a genetic algorithm

(2015) Kayvan F Tehrani et al.   OPTICS EXPRESS

Reference-less measurement of the transmission matrix of a highly scattering material using a DMD and phase retrieval techniques

(2015) Angélique Drémeau et al.   OPTICS EXPRESS

Feedback-based wavefront shaping

(2015) Ivo M. Vellekoop   OPTICS EXPRESS

Intensity correlations between reflected and transmitted speckle patterns

(2015) N. Fayard et al.   PHYSICAL REVIEW A

Machine learning: Trends, perspectives, and prospects

(2015) M. I. Jordan et al.   SCIENCE

Optical focusing deep inside dynamic scattering media with near-infrared time-reversed ultrasonically encoded (TRUE) light

(2015) Yan Liu et al.   Nature Communications

Optogenetic control of cell signaling pathway through scattering skull using wavefront shaping

(2015) Jonghee Yoon et al.   Scientific Reports

Learning approach to optical tomography

(2015) Ulugbek S. Kamilov et al.   Optica

Focusing through dynamic tissue with millisecond digital optical phase conjugation

(2015) Daifa Wang et al.   Optica

Backscatter analysis based algorithms for increasing transmission through highly scattering random media using phase-only-modulated wavefronts

(2014) Curtis Jin et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION

Binary wavefront optimization using a genetic algorithm

(2014) Xiaolong Zhang et al.   Journal of Optics

Iterative, backscatter-analysis algorithms for increasing transmission and focusing light through highly scattering random media

(2013) Curtis Jin et al.   JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION

Measurement of the Time-Resolved Reflection Matrix for Enhancing Light Energy Delivery into a Scattering Medium

(2013) Youngwoon Choi et al.   PHYSICAL REVIEW LETTERS

Digital optical phase conjugation for delivering two-dimensional images through turbid media

(2013) Timothy R. Hillman et al.   Scientific Reports

Controlling waves in space and time for imaging and focusing in complex media

(2012) Allard P. Mosk et al.   Nature Photonics

High-speed scattering medium characterization with application to focusing light through turbid media

(2012) Donald B. Conkey et al.   OPTICS EXPRESS

Parallel wavefront measurements in ultrasound pulse guided digital phase conjugation

(2012) Reto Fiolka et al.   OPTICS EXPRESS

Scanner-Free and Wide-Field Endoscopic Imaging by Using a Single Multimode Optical Fiber

(2012) Youngwoon Choi et al.   PHYSICAL REVIEW LETTERS

Superpenetration optical microscopy by iterative multiphoton adaptive compensation technique

(2012) J. Tang et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Exploiting multimode waveguides for pure fibre-based imaging

(2012) Tomáš Čižmár et al.   Nature Communications

Deep-tissue focal fluorescence imaging with digitally time-reversed ultrasound-encoded light

(2012) Ying Min Wang et al.   Nature Communications

Time-reversed ultrasonically encoded optical focusing into scattering media

(2011) Xiao Xu et al.   Nature Photonics

Focusing light through random photonic media by binary amplitude modulation

(2011) D. Akbulut et al.   OPTICS EXPRESS

In situ wavefront correction and its application to micromanipulation

(2010) Tomáš Čižmár et al.   Nature Photonics

Hologram transmission through multi-mode optical fibers

(2010) Roberto Di Leonardo et al.   OPTICS EXPRESS

Implementation of a digital optical phase conjugation system and its application to study the robustness of turbidity suppression by phase conjugation

(2010) Meng Cui et al.   OPTICS EXPRESS

Imaging through turbid layers by scanning the phase conjugated second harmonic radiation from a nanoparticle

(2010) Chia-Lung Hsieh et al.   OPTICS EXPRESS

Measuring the Transmission Matrix in Optics: An Approach to the Study and Control of Light Propagation in Disordered Media

(2010) S. M. Popoff et al.   PHYSICAL REVIEW LETTERS

Image transmission through an opaque material

(2010) Sébastien Popoff et al.   Nature Communications

Experimental demonstration of painting arbitrary and dynamic potentials for Bose–Einstein condensates

(2009) K Henderson et al.   NEW JOURNAL OF PHYSICS

Two-photon excitation of channelrhodopsin-2 at saturation

(2009) J. P. Rickgauer et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA