Compressed Sensing Allows Super|Resolution Microscopy Imaging ...

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

By identifying molecules using compressed sensing, this new method provides needed spatial resolution plus a faster temporal resolution than previously ...

Compressed Sensing Allows Super-Resolution Microscopy Imaging ...

By identifying molecules using compressed sensing, this new method provides needed spatial resolution plus a faster temporal resolution than ...

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 ...

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 ...

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.

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 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.

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.

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 ...

Super-resolution microscopy based on wide spectrum denoising ...

When the block size is equal to 10, the denoising effect is the best. Using compressed sensing, only 20 raw images are needed for reconstruction. The temporal ...

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 ...

Fast compressed sensing analysis for super-resolution imaging ...

Image analysis. ... microscopy (STORM),” Nat. Methods 3(10), 793–796 (2006). 2. E. Betzig, G. H. Patterson, R. Sougrat, O. W. Lindwasser, S. Olenych, J. S. ...

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 ...

Compressed sensing and learning-based methods for super ...

Compressed sensing and learning-based methods for super-resolution structured illumination microscopy ... super-resolution image. This ...