Why do commercial CT scanners still employ traditional, filtered back-projection for image reconstruction?
Despite major advances in x-ray sources, detector arrays, gantry mechanical design and
especially computer performance, one component of computed tomography (CT) scanners …
especially computer performance, one component of computed tomography (CT) scanners …
Compressed sensing for practical optical imaging systems: a tutorial
The emerging field of compressed sensing has potentially powerful implications for the
design of optical imaging devices. In particular, compressed sensing theory suggests that …
design of optical imaging devices. In particular, compressed sensing theory suggests that …
Structured compressed sensing: From theory to applications
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 …
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
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 …
image while allowing the construction of compact, lightweight imaging systems. However, a …
Flatcam: Thin, lensless cameras using coded aperture and computation
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 …
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 …
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 …
described. The image sensor employs a conventional 4-T pixel and per-column ΣΔ ADCs …
Practical compressive sensing with Toeplitz and circulant matrices
Compressive sensing encodes a signal into a relatively small number of incoherent linear
measurements. In theory, the optimal incoherence is achieved by completely random …
measurements. In theory, the optimal incoherence is achieved by completely random …
Compressive fresnel holography
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 …
“essential” aspects of a high-dimensional object using as few measurements as possible. In …
Compressive sensing on a CMOS separable-transform image sensor
This paper demonstrates a computational image sensor capable of implementing
compressive sensing operations. Instead of sensing raw pixel data, this image sensor …
compressive sensing operations. Instead of sensing raw pixel data, this image sensor …