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most citedLensless Imaging by Compressive Sensing

132 citations · 384 across the 20 of their papers we have counts for

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8 papers · 1 filter

cs.CV2017★ 1 cited

Block-wise Lensless Compressive Camera

Xin Yuan, Gang Huang, Hong Jiang +1

The existing lensless compressive camera ()~\cite{Huang13ICIP} suffers from low capture rates, resulting in low resolution images when acquired over a short t…

cs.CV2016★ 6 cited

Multi-resolution Compressive Sensing Reconstruction

Adriana Gonzalez, Hong Jiang, Gang Huang +1

We consider the problem of reconstructing an image from compressive measurements using a multi-resolution grid. In this context, the reconstructed image is divided into multiple re…

cs.CV2015★ 11 cited

Lensless Compressive Imaging

Xin Yuan, Hong Jiang, Gang Huang +1

We develop a lensless compressive imaging architecture, which consists of an aperture assembly and a single sensor, without using any lens. An anytime algorithm is proposed to reco…

cs.CV2014

Noise Analysis for Lensless Compressive Imaging

Hong Jiang, Gang Huang, Paul Wilford

We analyze the signal to noise ratio (SNR) in a recently proposed lensless compressive imaging architecture. The architecture consists of a sensor of a single detector element and…

cs.CV2014★ 1 cited

Signal to Noise Ratio in Lensless Compressive Imaging

Hong Jiang, Gang Huang, Paul Wilford

We analyze the signal to noise ratio (SNR) in a lensless compressive imaging (LCI) architecture. The architecture consists of a sensor of a single detecting element and an aperture…

cs.CV2013★ 132 cited

Lensless Imaging by Compressive Sensing

Gang Huang, Hong Jiang, Kim Matthews +1

In this paper, we propose a lensless compressive imaging architecture. The architecture consists of two components, an aperture assembly and a sensor. No lens is used. The aperture…