Why do commercial CT scanners still employ traditional, filtered back-projection for image reconstruction?

X Pan, EY Sidky, M Vannier - Inverse problems, 2009 - iopscience.iop.org
Despite major advances in x-ray sources, detector arrays, gantry mechanical design and
especially computer performance, one component of computed tomography (CT) scanners …

Compressed sensing for practical optical imaging systems: a tutorial

RM Willett, RF Marcia, JM Nichols - Optical Engineering, 2011 - spiedigitallibrary.org
The emerging field of compressed sensing has potentially powerful implications for the
design of optical imaging devices. In particular, compressed sensing theory suggests that …

Structured compressed sensing: From theory to applications

MF Duarte, YC Eldar - IEEE Transactions on signal processing, 2011 - ieeexplore.ieee.org
Compressed sensing (CS) is an emerging field that has attracted considerable research
interest over the past few years. Previous review articles in CS limit their scope to standard …

Single-shot lensless imaging with fresnel zone aperture and incoherent illumination

J Wu, H Zhang, W Zhang, G **, L Cao… - Light: Science & …, 2020 - nature.com
Lensless imaging eliminates the need for geometric isomorphism between a scene and an
image while allowing the construction of compact, lightweight imaging systems. However, a …

Flatcam: Thin, lensless cameras using coded aperture and computation

MS Asif, A Ayremlou… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
FlatCam is a thin form-factor lensless camera that consists of a coded mask placed on top of
a bare, conventional sensor array. Unlike a traditional, lens-based camera, where an image …

Compressive sensing by random convolution

J Romberg - SIAM Journal on Imaging Sciences, 2009 - SIAM
This paper demonstrates that convolution with random waveform followed by random time-
domain subsampling is a universally efficient compressive sensing strategy. We show that …

CMOS image sensor with per-column ΣΔ ADC and programmable compressed sensing

Y Oike, A El Gamal - IEEE Journal of Solid-State Circuits, 2012 - ieeexplore.ieee.org
A CMOS image sensor architecture with built-in single-shot compressed sensing is
described. The image sensor employs a conventional 4-T pixel and per-column ΣΔ ADCs …

Practical compressive sensing with Toeplitz and circulant matrices

W Yin, S Morgan, J Yang… - … and Image Processing …, 2010 - spiedigitallibrary.org
Compressive sensing encodes a signal into a relatively small number of incoherent linear
measurements. In theory, the optimal incoherence is achieved by completely random …

Compressive fresnel holography

Y Rivenson, A Stern, B Javidi - Journal of Display Technology, 2010 - opg.optica.org
Compressive sensing is a relatively new measurement paradigm which seeks to capture the
“essential” aspects of a high-dimensional object using as few measurements as possible. In …

Compressive sensing on a CMOS separable-transform image sensor

R Robucci, JD Gray, LK Chiu, J Romberg… - Proceedings of the …, 2010 - ieeexplore.ieee.org
This paper demonstrates a computational image sensor capable of implementing
compressive sensing operations. Instead of sensing raw pixel data, this image sensor …