Compressed sensing allows super|resolution microscopy imaging of ...

Compressed Sensing Allows Super-Resolution Microscopy Imaging ...

New method provides necessary spatial resolution plus a faster temporal resolutionResearchers from the Georgia Institute of Technology and ...

Compressed sensing in fluorescence microscopy - ScienceDirect.com

Focusing on biological imaging, we discuss the use of CS at different spatial scales, from super-resolution microscopy to mesoscopy, the field of imaging that ...

Compressive three-dimensional super-resolution microscopy with ...

Here, we present a compressed sensing approach that allows 3D sub-diffraction nSIM of cultured cells by saturating fluorescence excitation. Exploiting the ...

Compressed sensing for scanning tunnel microscopy imaging of ...

This allows for more efficient sampling of ... Ikeda, Super-resolution imaging with radio interferometry using sparse modeling, Publ.

High-speed super-resolution imaging with compressive imaging ...

Xu, and K. M. Hahn, “Deep learning enables structured illumination microscopy ... Cetin, “Compressed sensing structured illumination microscopy,” ...

Compressed Sensing-Based Super-Resolution Ultrasound Imaging ...

... imaging by allowing irregular undersampling [20]. Especially, CS-based stochastic optical reconstruction microscopy (STORM) was utilized for the ...

Minutes-timescale 3D isotropic imaging of entire organs at ... - Nature

... resolution by content-aware compressed-sensing light-sheet microscopy ... allows application of compressed sensing. To adopt this approach ...

Compressed Sensing Structured Illumination Microscopy

The impact of our contribution is demonstrated by simulation-based experiments involving computer-generated super-resolution microscopy images, considering ...

High-speed compressed-sensing fluorescence lifetime imaging ...

We present high-resolution, high-speed fluorescence lifetime imaging microscopy (FLIM) of live cells based on a compressed sensing scheme.

Compressed Sub-Aperture Super-Resolution Microscopy

... imaging using a novel compressive sensing approach. Accomplishment of the last objective will enable robust super-resolved adaptive-optic ...

Temporal compressive super-resolution microscopy at frame rate of ...

Keywords: super-resolution microscopy; high-speed imaging; compressive sensing; deep learning; image reconstruction. ... age, which allowed the ...

Compressed sensing laser scanning microscopy

... allowing an image reconstruction without significant loss of spatial resolution. ... resolution STEM images,” Microscopy (Oxf.) 63(1), 41–51 (2014) ...

Super-resolution AFM imaging based on compressive sensing

Abstract. Atomic force microscopy (AFM) is a powerful and ultra-precision instrument in nano-scale, which is widely used in many fields.

Reducing data acquisition for fast Structured Illumination Microscopy ...

In this work, we introduce an original strategy to apply the Compressed Sensing (CS) framework to a super-resolution Structured Illumination Microscopy ...

Compressive fluorescence microscopy for biological and ... - PNAS

This paper presents an implementation of compressive sensing in fluorescence microscopy and its applications to biomedical imaging. ... super resolution imaging ...

Compressive confocal microscopy imaging at the single-photon ...

Zero-shot learning enables instant denoising and super-resolution in optical fluorescence microscopy. Article Open access 16 May 2024. Video ...

Compressed sensing in fluorescence microscopy | Request PDF

In super-resolution microscopy, CS can greatly reduce the number of acquired raw image frames, thereby improving the temporal resolution. As it is less time- ...

[PDF] Compressive fluorescence microscopy for biological and ...

An implementation of compressive sensing in fluorescence microscopy and its applications to biomedical imaging is presented and the potential benefits of CS ...

High-speed compressed-sensing fluorescence lifetime imaging ...

The high-resolution FLIM method allows for the recording of delayed fluorescence ... The book covers nanoscopic imaging (super-resolution microscopy) ...

The Potential Benefits of Compressed Sensing and Machine ...

The Potential Benefits of Compressed Sensing and Machine Learning for Advanced Imaging and Spectroscopy in the Electron Microscope ... resolution STEM images ...