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20152024
most citedOne Network to Solve Them All --- Solving Linear Inverse Problems using Deep Projection Models

63 citations · 94 across the 8 of their papers we have counts for

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8 papers · 1 filter

cs.CV2022

Single-Photon Structured Light

Varun Sundar, Sizhuo Ma, Aswin C. Sankaranarayanan +1

We present a novel structured light technique that uses Single Photon Avalanche Diode (SPAD) arrays to enable 3D scanning at high-frame rates and low-light levels. This technique,…

cs.CV2019

Photosequencing of Motion Blur using Short and Long Exposures

Vijay Rengarajan, Shuo Zhao, Ruiwen Zhen +3

Photosequencing aims to transform a motion blurred image to a sequence of sharp images. This problem is challenging due to the inherent ambiguities in temporal ordering as well as…

cs.CV2018

Learning to Separate Multiple Illuminants in a Single Image

Zhuo Hui, Ayan Chakrabarti, Kalyan Sunkavalli +1

We present a method to separate a single image captured under two illuminants, with different spectra, into the two images corresponding to the appearance of the scene under each i…

cs.CV2018

Towards Multifocal Displays with Dense Focal Stacks

Jen-Hao Rick Chang, B. V. K. Vijaya Kumar, Aswin C. Sankaranarayanan

We present a virtual reality display that is capable of generating a dense collection of depth/focal planes. This is achieved by driving a focus-tunable lens to sweep a range of fo…

cs.CV201763 cited

One Network to Solve Them All --- Solving Linear Inverse Problems using Deep Projection Models

J. H. Rick Chang, Chun-Liang Li, Barnabas Poczos +2

While deep learning methods have achieved state-of-the-art performance in many challenging inverse problems like image inpainting and super-resolution, they invariably involve prob…

cs.CV20158 cited

FPA-CS: Focal Plane Array-based Compressive Imaging in Short-wave Infrared

Huaijin Chen, M. Salman Asif, Aswin C. Sankaranarayanan +1

Cameras for imaging in short and mid-wave infrared spectra are significantly more expensive than their counterparts in visible imaging. As a result, high-resolution imaging in thos…