Journal articleIEEE Journal of Selected Topics in Quantum Electronics · July 1, 2026
Diffuse correlation spectroscopy (DCS) is an emerging optical technique for non-invasive cerebral blood flow monitoring. Extraction of the DCS blood flow index typically involves calculating the temporal autocorrelation of the measured light intensity and ...
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Journal articleNature methods · July 2026
Many current microscopy methods incorporate computational modeling as an integral part of the imaging process, either to solve inverse problems or optimize the optical system design itself. These methods often depend on differentiable optics simulations, y ...
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Journal articleJAMA Ophthalmol · July 1, 2026
IMPORTANCE: If noninvasive optical coherence tomography (OCT) retinal imaging could predict 2-year neurodevelopment of very preterm (VPT; <32 weeks' gestational age) infants in neonatal intensive care, it might help to guide management. OBJECTIVE: To evalu ...
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Journal articleRes Sq · June 2, 2026
Understanding single-cell neuronal activity across multiple brain regions in the context of ethologically relevant behaviors is a major goal in systems neuroscience. Here we introduce the Cortex Camera Array Microscope (CortexCAM), integrating four miniatu ...
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Journal articleJournal of biophotonics · April 2026
Multiphoton imaging has been widely used for deep-tissue imaging. Although its label-free, metabolic contrast is ideal for investigating inflammation, the label-free two-photon induced autofluorescence is often regarded as less specific compared to convent ...
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Journal articleBiomedical optics express · April 2026
Quantitative phase imaging (QPI) enables the visualization and quantitative extraction of optical phase information from transparent samples. However, conventional QPI techniques typically rely on multi-frame acquisition or complex interferometric optical ...
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Journal articlebioRxiv · March 25, 2026
Modem microscopy methods incorporate computational modeling as an integral part of the imaging process, either to solve inverse problems or optimize the optical system design itself. These methods often depend on differentiable optics simulations, yet no s ...
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Journal articleJphys Photonics · March 1, 2026
Virtual staining techniques enable the digital transformation of label-free images into clinically standardized stained images. However, the high costs and time involved in generating labeled datasets for training, combined with the absence of accelerated ...
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Journal articleOptics express · March 2026
We present an epi-illumination multi-camera array microscope (epi-MCAM) designed for wide-field reflective imaging of non-transparent samples. The epi-MCAM contains 24 tightly packed and synchronized epi-illumination microscope units, arranged in a 4 × 6 p ...
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Journal articleCommunications biology · January 2026
Understanding the behavioral and morphological dynamics of moving model organisms like the zebrafish larvae requires accurate, high-throughput 3D analysis. However, traditional single-view 2D video tracking fails to capture the full scope of natural 3D mov ...
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Journal articleNature Photonics · January 1, 2026
Microscopes face a trade-off between spatial resolution, field of view and frame rate—improving one of these properties typically requires sacrificing others, owing to the limited spatiotemporal throughput of the sensor. To overcome this, we propose a new ...
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Journal articleJ Biomech · November 2025
While knee osteoarthritis (OA) is a leading cause of disability in the United States, OA within the patellofemoral joint is understudied compared to the tibiofemoral joint. Mechanical alterations to cartilage may be among the first changes indicative of ea ...
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Journal articleOptics letters · October 2025
Large-area microscopy with submicron resolution is limited by tradeoffs between field of view (FOV), resolution, and imaging speed. Samples are rarely flat across centimeter-scale FOV, which often requires existing solutions to use mechanical scanning to e ...
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Journal articleScience advances · October 2025
Understanding how circuits in the brain simultaneously coordinate their activity to mediate complex ethologically relevant behaviors requires recording neural activities from distributed populations of neurons in freely behaving animals. Current miniaturiz ...
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Journal articleAdvanced photonics nexus · June 2025
This work presents the Fourier Lightfield Multi-view Stereoscope (FiLM-Scope), a novel imaging device that combines concepts from Fourier Light Field Microscopy and Multi-view Stereo imaging to capture high-resolution 3D videos over large fields-of-view. T ...
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Journal articleOptica · May 20, 2025
Volumetric fluorescence imaging techniques, such as confocal, multiphoton, light sheet, and light field microscopy, have become indispensable tools across a wide range of cellular, developmental, and neurobiological applications. However, it is difficult t ...
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Journal articleNeurophotonics · April 2025
SignificanceDiffuse correlation spectroscopy (DCS) allows label-free, non-invasive investigation of microvascular dynamics deep within tissue, such as cerebral blood flow (CBF). However, the signal-to-noise ratio (SNR) in DCS limits its effective ...
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Journal articleBiomedical optics express · February 2025
We present a multi-camera array for capturing dynamic high-resolution videos of the human face. Compared to traditional single-camera configurations, our array of 54 individual cameras allows stitching of high-resolution composite video frames (709 megapix ...
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Journal articleNature reviews. Methods primers · January 2025
Ptychography is a computational imaging technique that operates across multiple wavelength regimes, from electron (picometres) to X-ray (~0.1 nm), extreme ultraviolet (~10 nm), and visible light (micrometres). By reconstructing both amplitude and phase fro ...
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Journal articleJournal of Big Data · December 1, 2024
We present a large-scale computational 3D topographic microscope that enables 6-gigapixel profilometric 3D imaging at micron-scale resolution across >110 cm2 areas over multi-millimeter axial ranges. Our computational microscope, termed STARCAM ...
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Journal articleNpj Imaging · October 1, 2024
Optical microscopy has long been the standard method for diagnosis in cytopathology. Whole slide scanners can image and digitize large sample areas automatically, but are slow, expensive and therefore not widely available. Clinical diagnosis of cytology sp ...
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Journal articleNeuroImage · September 2024
Diffuse correlation spectroscopy (DCS) is a powerful tool for assessing microvascular hemodynamic in deep tissues. Recent advances in sensors, lasers, and deep learning have further boosted the development of new DCS methods. However, newcomers might feel ...
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Journal articlebioRxiv · July 29, 2024
Understanding how circuits in the brain simultaneously coordinate their activity to mediate complex ethnologically relevant behaviors requires recording neural activities from distributed populations of neurons in freely behaving animals. Current miniaturi ...
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Journal articleNature Photonics · July 1, 2024
Broadband energy can be delivered to extended targets deep inside a multiple-scattering system, paving ways for using broadband, partially incoherent light in a wide range of applications, such as deep-tissue imaging, laser therapy and optogenetics. ...
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Journal articleOptics express · July 2024
Fourier ptychography (FP) is a powerful computational imaging technique that provides super-resolution and quantitative phase imaging capabilities by scanning samples in Fourier space with angle-varying illuminations. However, the image reconstruction in F ...
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Journal articleAdvanced Photonics · March 1, 2024
We report tensorial tomographic Fourier ptychography (T2oFu), a nonscanning label-free tomographic microscopy method for simultaneous imaging of quantitative phase and anisotropic specimen information in 3D. Built upon Fourier ptychography, a qu ...
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Journal articlePhotonix · December 1, 2023
Until recently, conventional biochemical staining had the undisputed status as well-established benchmark for most biomedical problems related to clinical diagnostics, fundamental research and biotechnology. Despite this role as gold-standard, staining pro ...
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Journal articleAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · October 2023
Deep learning (DL) shows notable success in biomedical studies. However, most DL algorithms work as black boxes, exclude biomedical experts, and need extensive data. This is especially problematic for fundamental research in the laboratory, where often onl ...
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Journal articleJournal of biomedical optics · October 2023
SignificanceMonte Carlo (MC) simulations are currently the gold standard in the near-infrared and diffuse correlation spectroscopy (NIRS/DCS) communities for generating light transport paths through tissue. However, realistic and diverse models th ...
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Journal articleNature communications · September 2023
High-resolution single-photon imaging remains a big challenge due to the complex hardware manufacturing craft and noise disturbances. Here, we introduce deep learning into SPAD, enabling super-resolution single-photon imaging with enhancement of bit depth ...
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Journal articleNat Photonics · May 2023
Wide field of view microscopy that can resolve 3D information at high speed and spatial resolution is highly desirable for studying the behaviour of freely moving model organisms. However, it is challenging to design an optical instrument that optimises al ...
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Journal articleOptics letters · April 2023
We present a multi-modal fiber array snapshot technique (M-FAST) based on an array of 96 compact cameras placed behind a primary objective lens and a fiber bundle array. Our technique is capable of large-area, high-resolution, multi-channel video acquisiti ...
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Journal articleOptica · April 1, 2023
This paper experimentally examines different configurations of a multi-camera array microscope (MCAM) imaging technology. The MCAM is based upon a densely packed array of “micro-cameras” to jointly image across a large field-of-view (FOV) at high resolutio ...
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Journal articleArXiv · January 19, 2023
To study the behavior of freely moving model organisms such as zebrafish (Danio rerio) and fruit flies (Drosophila) across multiple spatial scales, it would be ideal to use a light microscope that can resolve 3D information over a wide field of view (FOV) ...
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Journal articleElife · December 14, 2022
The dynamics of living organisms are organized across many spatial scales. However, current cost-effective imaging systems can measure only a subset of these scales at once. We have created a scalable multi-camera array microscope (MCAM) that enables compr ...
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Journal articleMicroscopy Today · November 1, 2022
Abstract:This is the third article within a three-part series on Fourier ptychography, which is a computational microscopy technique for high-resolution, large field-of-view imaging. While the previous artic ...
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Journal articleJphys Photonics · October 1, 2022
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 light propagation in a complex medium, such as biological tissues or multimode fibers. ...
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Journal articleMicroscopy Today · September 1, 2022
Abstract:This article is the second within a three-part series on Fourier ptychography, which is a computational microscopy technique for high-resolution, large field-of-view imaging. While the first article ...
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Journal articleAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · August 2022
Noninvasive optical imaging through dynamic scattering media has numerous important biomedical applications but still remains a challenging task. While standard diffuse imaging methods measure optical absorption or fluorescent emission, it is also well-est ...
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Journal articlePLOS Digit Health · August 2022
A wide variety of diseases are commonly diagnosed via the visual examination of cell morphology within a peripheral blood smear. For certain diseases, such as COVID-19, morphological impact across the multitude of blood cell types is still poorly understoo ...
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Journal articleNeurophotonics · August 2022
This report is the second part of a comprehensive two-part series aimed at reviewing an extensive and diverse toolkit of novel methods to explore brain health and function. While the first report focused on neurophotonic tools mostly applicable to animal s ...
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Journal articleMicroscopy Today · May 2022
Abstract:Fourier ptychography is an emerging computational microscopy technique that can generate gigapixel-scale images of biological samples. With only the addition of a low-cost LED array to a standard digital microscope ...
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Journal articleBiomed Opt Express · March 1, 2022
This paper presents a microscopic imaging technique that uses variable-angle illumination to recover the complex polarimetric properties of a specimen at high resolution and over a large field-of-view. The approach extends Fourier ptychography, which is a ...
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Journal articleCan J Cardiol · February 2022
Machine learning has seen slow but steady uptake in diagnostic pathology over the past decade to assess digital whole-slide images. Machine learning tools have incredible potential to standardise, and likely even improve, histopathologic diagnoses, but the ...
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Journal articleOptics express · January 2022
This work demonstrates a multi-lens microscopic imaging system that overlaps multiple independent fields of view on a single sensor for high-efficiency automated specimen analysis. Automatic detection, classification and counting of various morphological f ...
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Journal articleACM Transactions on Computing for Healthcare · January 1, 2022
Segmentation and reconstruction of arteries is important for a variety of medical and engineering fields, such as surgical planning and physiological modeling. However, manual methods can be laborious and subject to a high degree of human variability. In t ...
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Journal articleFrontiers in neuroscience · January 2022
Fast noninvasive probing of spatially varying decorrelating events, such as cerebral blood flow beneath the human skull, is an essential task in various scientific and clinical settings. One of the primary optical techniques used is diffuse correlation spe ...
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Journal articlePhotonics Research · October 1, 2021
Recently developed single-photon avalanche diode (SPAD) array cameras provide single-photon sensitivity and picosecond-scale time gating for time-of-flight measurements, with applications in LIDAR and fluorescence lifetime imaging. As compared to standard ...
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Journal article · September 30, 2021
This paper presents a microscopic imaging technique that uses variable-angle illumination to recover the complex polarimetric properties of a specimen at high resolution and over a large field-of-view. The approach extends Fourier ptychography, which is a ...
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Journal article · July 3, 2021
Noninvasive optical imaging through dynamic scattering media has numerous important biomedical applications but still remains a challenging task. While standard diffuse imaging methods measure optical absorption or fluorescent emission, it is also well-est ...
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Journal articlePhotoacoustics · June 2021
Photoacoustic microscopy (PAM) is an emerging imaging method combining light and sound. However, limited by the laser's repetition rate, state-of-the-art high-speed PAM technology often sacrifices spatial sampling density (i.e., undersampling) for i ...
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Journal articlePhotoacoustics · June 1, 2021
Photoacoustic microscopy (PAM) is an emerging imaging method combining light and sound. However, limited by the laser's repetition rate, state-of-the-art high-speed PAM technology often sacrifices spatial sampling density (i.e., undersampling) for increase ...
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Journal articleSci Transl Med · April 7, 2021
Ebola virus (EBOV) hemorrhagic fever outbreaks have been challenging to deter due to the lack of health care infrastructure in disease-endemic countries and a corresponding inability to diagnose and contain the disease at an early stage. EBOV vaccines and ...
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Journal articleIEEE transactions on medical imaging · February 2021
One primary technical challenge in photoacoustic microscopy (PAM) is the necessary compromise between spatial resolution and imaging speed. In this study, we propose a novel application of deep learning principles to reconstruct undersampled PAM images and ...
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Journal articleAPL Photonics · February 1, 2021
Diffuse correlation spectroscopy (DCS) is a well-established method that measures rapid changes in scattered coherent light to identify blood flow and functional dynamics within a tissue. While its sensitivity to minute scatterer displacements leads to a n ...
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Journal articleOptics Infobase Conference Papers · January 1, 2021
We demonstrate a multi-lenses microscopic imaging system that records overlapping fields-of-view for high-efficiency automated specimen analysis. We show both in simulation and experiment how our system can achieve accurate target object detection on overl ...
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Journal articleCVPR 2021 · December 10, 2020
We present a feature-free photogrammetric technique that enables quantitative 3D mesoscopic (mm-scale height variation) imaging with tens-of-micron accuracy from sequences of images acquired by a smartphone at close range (several cm) under freehand motion ...
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Journal articleOptics letters · October 2020
Standard microscopes offer a variety of settings to help improve the visibility of different specimens to the end microscope user. Increasingly, however, digital microscopes are used to capture images for automated interpretation by computer algorithms (e. ...
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Journal articleICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings · May 1, 2020
Recent machine learning techniques have dramatically changed how we process digital images. However, the way in which we capture images is still largely driven by human intuition and experience. This restriction is in part due to the many available degrees ...
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Journal article · April 8, 2020
This paper introduces a new method of data-driven microscope design for virtual fluorescence microscopy. Our results show that by including a model of illumination within the first layers of a deep convolutional neural network, it is possible to learn task ...
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Journal articleOptics express · April 2020
We present a tomographic imaging technique, termed Deep Prior Diffraction Tomography (DP-DT), to reconstruct the 3D refractive index (RI) of thick biological samples at high resolution from a sequence of low-resolution images collected under angularly vary ...
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Journal articleOptics express · March 2020
Traditional imaging systems exhibit a well-known trade-off between the resolution and the field of view of their captured images. Typical cameras and microscopes can either "zoom in" and image at high-resolution, or they can "zoom out" to see a larger area ...
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Journal articleAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · February 2020
The rapid proliferation of intelligent systems (e.g., fully autonomous vehicles) in today's society relies on sensors with low latency and computational effort. Yet current sensing systems ignore most available a priori knowledge, notably in the design of ...
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Journal articleScience advances · February 2020
The phenomenon of orbital angular momentum (OAM) affects a variety of important applications in visible optics, including optical tweezers, free-space communication, and 3D localization for fluorescence imaging. The lack of suitable wavefront shaping optic ...
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Journal articleBiomedical optics express · December 2019
Since its invention, the microscope has been optimized for interpretation by a human observer. With the recent development of deep learning algorithms for automated image analysis, there is now a clear need to re-design the microscope's hardware for specif ...
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Journal articleOptica · April 20, 2018
Manipulating the propagation of light through scattering media remains a major challenge for many applications, including astronomy, biomedical imaging, and colloidal optics. Light can be focused through inhomogeneous media into any desired point with wave ...
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Journal article · September 21, 2017
Deep learning algorithms offer a powerful means to automatically analyze the content of medical images. However, many biological samples of interest are primarily transparent to visible light and contain features that are difficult to resolve with a standa ...
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Journal articleOptica · August 20, 2017
The optical memory effect is a well-known type of tilt/tilt wave correlation that is observed in coherent fields, allowing control over scattered light through thin and diffusive materials. Here we show that the optical memory effect is a special case of a ...
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Journal articleBiomedical optics express · March 2017
On-chip holographic video is a convenient way to monitor biological samples simultaneously at high spatial resolution and over a wide field-of-view. However, due to the limited readout rate of digital detector arrays, one often faces a tradeoff between the ...
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Journal article · December 7, 2016
On-chip holographic video is a convenient way to monitor biological samples simultaneously at high spatial resolution and over a wide field-of-view. However, due to the limited readout rate of digital detector arrays, one often faces a tradeoff between the ...
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Journal articleIEEE Transactions on Computational Imaging · September 1, 2016
In this work, we propose using camera arrays coupled with coherent illumination as an effective method of improving spatial resolution in long distance images by a factor of ten and beyond. Recent advances in ptychography have demonstrated that one can ima ...
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Journal articleOptica · August 2016
This paper presents a technique to image the complex index of refraction of a sample across three dimensions. The only required hardware is a standard microscope and an array of LEDs. The method, termed Fourier ptychographic tomography (FPT), first capture ...
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Journal articleBiomedical optics express · August 2016
Fourier ptychographic microscopy (FPM) is implemented through aperture scanning by an LCOS spatial light modulator at the back focal plane of the objective lens. This FPM configuration enables the capturing of the complex scattered field for a 3D sample bo ...
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Journal articleBiomedical optics express · February 2016
This paper presents a method to simultaneously acquire an aberration-corrected, wide field-of-view fluorescence image and a high-resolution coherent bright-field image using a computational microscopy method. First, the procedure applies Fourier ptychograp ...
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Journal articleNature Physics · July 31, 2015
Controlling light propagation across scattering media by wavefront shaping holds great promise for a wide range of communications and imaging applications. But, finding the right shape for the wavefront is a challenge when the mapping between input and out ...
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Journal articleComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society · June 2015
Fourier ptychographic microscopy (FPM) is a recently introduced method of acquiring high-resolution, wide field of view (FOV) giga-pixel histology images. The FPM procedure first acquires a sequence of low-resolution images of a sample under variable-angle ...
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Journal articleNew journal of physics · May 2015
Ptychography is a powerful computational imaging technique that transforms a collection of low-resolution images into a high-resolution sample reconstruction. Unfortunately, algorithms that currently solve this reconstruction problem lack stability, robust ...
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Journal articleOptics express · February 2015
Fourier ptychography (FP) utilizes illumination control and computational post-processing to increase the resolution of bright-field microscopes. In effect, FP extends the fixed numerical aperture (NA) of an objective lens to form a larger synthetic system ...
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Journal articleNature photonics · January 2015
In the field of biomedical optics, optical scattering has traditionally limited the range of imaging within tissue to a depth of one millimetre. A recently developed class of wavefront-shaping techniques now aims to overcome this limit and achieve diffract ...
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Journal articleOptics express · October 2014
We present an imaging procedure that simultaneously optimizes a camera's resolution and retrieves a sample's phase over a sequence of snapshots. The technique, termed overlapped Fourier coding (OFC), first digitally pans a small aperture across a camera's ...
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Journal articleOptics express · June 2014
We report an imaging scheme, termed aperture-scanning Fourier ptychography, for 3D refocusing and super-resolution macroscopic imaging. The reported scheme scans an aperture at the Fourier plane of an optical system and acquires the corresponding intensity ...
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Journal article · March 10, 2014
We present an optical method of storing random cryptographic keys, at high densities, within an electronically reconfigurable volume of polymer-dispersed liquid crystal (PDLC) film. We demonstrate how temporary application of a voltage above PDLC's saturat ...
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Journal articleJournal of biomedical optics · March 2014
Researchers use ultrasound (US) to modulate diffusive light in a highly scattering medium like tissue. This paper analyzes the US-optical interaction in the scattering medium and derives an expression for the US-modulated optical radiance. The diffusion ap ...
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Journal articleOptics express · January 2014
A new computational imaging technique, termed Fourier ptychographic microscopy (FPM), uses a sequence of low-resolution images captured under varied illumination to iteratively converge upon a high-resolution complex sample estimate. Here, we propose a mat ...
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Journal articleScientific reports · December 2013
We describe an encrypted communication principle that forms a secure link between two parties without electronically saving either of their keys. Instead, random cryptographic bits are kept safe within the unique mesoscopic randomness of two volumetric sca ...
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Journal articleOptics letters · November 2013
Fourier ptychographic microscopy (FPM) is a recently developed imaging modality that uses angularly varying illumination to extend a system's performance beyond the limit defined by its optical components. The FPM technique applies a novel phase-retrieval ...
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Journal articleNature photonics · September 2013
In this article, we report an imaging method, termed Fourier ptychographic microscopy (FPM), which iteratively stitches together a number of variably illuminated, low-resolution intensity images in Fourier space to produce a wide-field, high-resolution com ...
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Journal articleOptics express · July 2013
We describe a simple and robust approach for characterizing the spatially varying pupil aberrations of microscopy systems. In our demonstration with a standard microscope, we derive the location-dependent pupil transfer functions by first capturing multipl ...
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Journal articleNature photonics · April 2013
Focusing of light in the diffusive regime inside scattering media has long been considered impossible. Recently, this limitation has been overcome with time reversal of ultrasound-encoded light (TRUE), but the resolution of this approach is fundamentally l ...
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Journal articleJournal of biomedical optics · February 2013
The effects of strong scattering in tissue limit the depth to which light may be focused. However, it has been shown that scattering may be reduced utilizing adaptive optics with a focused ultrasound (US) beam guidestar. The optical signal traveling throug ...
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Journal articleACM Transactions on Graphics · January 1, 2011
We present a photographic method to enhance intensity differences between objects at varying distances from the focal plane. By combining a unique capture procedure with simple image processing techniques, the detected brightness of an object is decreased ...
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Journal articleOptics express · October 2010
We present an iterative camera aperture design procedure, which determines an optimal mask pattern based on a sparse set of desired intensity distributions at different focal depths. This iterative method uses the ambiguity function as a tool to shape the ...
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Journal article · July 30, 2010
In this paper we explore how light propagates from thin elements into a volume for viewing. In particular, devices that are typically connected with geometric optics, like parallax barriers, differ in treatment with those that obey physical optics, like ho ...
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Journal articleAstrophysical Journal · April 20, 2004
We investigated the abundance ratio of 12C/13C in planetary nebulae by examining emission lines arising from C III 2s2p 3P2,1,00 → 2s21S0. Spectra were retrieved from ...
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