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2018
DOI: 10.1364/ol.43.002989
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Widefield compressive multiphoton microscopy

Abstract: A single-pixel compressively sensed architecture is exploited to simultaneously achieve a 10× reduction in acquired data compared with the Nyquist rate, while alleviating limitations faced by conventional widefield temporal focusing microscopes due to scattering of the fluorescence signal. Additionally, we demonstrate an adaptive sampling scheme that further improves the compression and speed of our approach.

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Cited by 16 publications
(12 citation statements)
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“…A complete imaging experiment with 1024 patterns can now be performed in 17 s. In addition, with the use of a state-of-the art DMD and compressive sensing, imaging speed could be vastly increased. 31 Sub-1 min imaging and recovery is feasible for image sampling and FOVs matching conventional microscopy.…”
Section: Discussionmentioning
confidence: 99%
“…A complete imaging experiment with 1024 patterns can now be performed in 17 s. In addition, with the use of a state-of-the art DMD and compressive sensing, imaging speed could be vastly increased. 31 Sub-1 min imaging and recovery is feasible for image sampling and FOVs matching conventional microscopy.…”
Section: Discussionmentioning
confidence: 99%
“…Here, we demonstrate a powerful approach to "de-scatter" widefield TFM images. Many computational imaging approaches have previously been proposed (12)(13)(14)(15); while they improve image resolution and contrast at shallower depths (<1 scattering length), most of them have not been applied for deep imaging. Notably, Escobet-Montalbán and co-workers (9) demonstrated a method called "TempoRAl Focusing microscopy with single-pIXel detection (TRAFIX)"; they used a set of two-dimensional illumination patterns along with single pixel detection (16) to image as deep as 7 scattering lengths through a scattering phantom (9).…”
Section: Introductionmentioning
confidence: 99%
“…Widefield imaging has been successfully demonstrated for two-dimensional (2-D) twophoton fluorescence (TPF) and SHG microscopy, albeit at the expense of requiring a higher average illumination power than that used in point-scanning techniques and no intrinsic axial sectioning capability. [19][20][21][22] On this latter point, widefield illumination has either been combined with digital holography for three-dimensional (3-D) image reconstruction 23,24 or temporal focusing [25][26][27] to restrict the multiphoton effect to selected planes along the optical axis. In this paper, our analysis is performed in 2-D, which is sufficient for many practical applications that does not require 3-D reconstruction.…”
Section: Introductionmentioning
confidence: 99%