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09/14/2023
Depth Estimation from a Single Optical Encoded Image using a Learned Colored-Coded Aperture
Depth estimation from a single image of a conventional camera is a chall...
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08/30/2023
Octonion Phase Retrieval
Signal processing over hypercomplex numbers arises in many optical imagi...
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07/30/2023
Mask-guided Data Augmentation for Multiparametric MRI Generation with a Rare Hepatocellular Carcinoma
Data augmentation is classically used to improve the overall performance...
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05/21/2023
AgroTIC: Bridging the gap between farmers, agronomists, and merchants through smartphones and machine learning
In recent years, fast technological advancements have led to the develop...
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04/29/2023
LD-GAN: Low-Dimensional Generative Adversarial Network for Spectral Image Generation with Variance Regularization
Deep learning methods are state-of-the-art for spectral image (SI) compu...
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03/23/2023
Multi-Antenna Dual-Blind Deconvolution for Joint Radar-Communications via SoMAN Minimization
Joint radar-communications (JRC) has emerged as a promising technology f...
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03/08/2023
Computational Spectral Imaging: A Contemporary Overview
Spectral imaging collects and processes information along spatial and sp...
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11/16/2022
Beurling-Selberg Extremization for Dual-Blind Deconvolution Recovery in Joint Radar-Communications
Recent interest in integrated sensing and communications has led to the ...
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11/05/2022
Mixture-Net: Low-Rank Deep Image Prior Inspired by Mixture Models for Spectral Image Recovery
This paper proposes a non-data-driven deep neural network for spectral i...
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09/22/2022
Fast Disparity Estimation from a Single Compressed Light Field Measurement
The abundant spatial and angular information from light fields has allow...
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08/08/2022
Dual-Blind Deconvolution for Overlaid Radar-Communications Systems
The increasingly crowded spectrum has spurred the design of joint radar-...
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06/27/2022
Deep Optical Coding Design in Computational Imaging
Computational optical imaging (COI) systems leverage optical coding elem...
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06/10/2022
Multi-dimensional dual-blind deconvolution approach toward joint radar-communications
We consider a joint multiple-antenna radar-communications system in a co...
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05/27/2022
Deep Coding Patterns Design for Compressive Near-Infrared Spectral Classification
Compressive spectral imaging (CSI) has emerged as an attractive compress...
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05/24/2022
D^2UF: Deep Coded Aperture Design and Unrolling Algorithm for Compressive Spectral Image Fusion
Compressive spectral imaging (CSI) has attracted significant attention s...
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05/16/2022
JR2net: A Joint Non-Linear Representation and Recovery Network for Compressive Spectral Imaging
Deep learning models are state-of-the-art in compressive spectral imagin...
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01/27/2022
Phase Retrieval for Radar Waveform Design
The ability of a radar to discriminate in both range and Doppler velocit...
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11/11/2021
Joint Radar-Communications Processing from a Dual-Blind Deconvolution Perspective
We consider a general spectral coexistence scenario, wherein the channel...
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04/06/2021
Time-Multiplexed Coded Aperture Imaging: Learned Coded Aperture and Pixel Exposures for Compressive Imaging Systems
Compressive imaging using coded apertures (CA) is a powerful technique t...
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02/22/2021
