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08/18/2023
Accelerated Bayesian imaging by relaxed proximal-point Langevin sampling
This paper presents a new accelerated proximal Markov chain Monte Carlo ...
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07/07/2023
Unsupervised Hyperspectral and Multispectral Images Fusion Based on the Cycle Consistency
Hyperspectral images (HSI) with abundant spectral information reflected ...
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06/10/2022
Efficient Bayesian computation for low-photon imaging problems
This paper studies a new and highly efficient Markov chain Monte Carlo (...
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10/04/2021
Fast Scalable Image Restoration using Total Variation Priors and Expectation Propagation
This paper presents a scalable approximate Bayesian method for image res...
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06/18/2021
Patch-Based Image Restoration using Expectation Propagation
This paper presents a new Expectation Propagation (EP) framework for ima...
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06/18/2021
Sparse Linear Spectral Unmixing of Hyperspectral images using Expectation-Propagation
This paper presents a novel Bayesian approach for hyperspectral image un...
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04/20/2020
Robust 3D reconstruction of dynamic scenes from single-photon lidar using Beta-divergences
In this paper, we present a new algorithm for fast, online 3D reconstruc...
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02/17/2020
Seeing Around Corners with Edge-Resolved Transient Imaging
Non-line-of-sight (NLOS) imaging is a rapidly growing field seeking to f...
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12/12/2019
EM-based approach to 3D reconstruction from single-waveform multispectral Lidar data
In this paper, we present a novel Bayesian approach for estimating spect...
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09/09/2019
A Hierarchical Bayesian Approach to Neutron Spectrum Unfolding with Organic Scintillators
We propose a hierarchical Bayesian model and state-of-art Monte Carlo sa...
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05/08/2019
Fast online 3D reconstruction of dynamic scenes from individual single-photon detection events
In this paper, we present an algorithm for online 3D reconstruction of d...
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10/29/2018
Patch-based Sparse Representation For Bacterial Detection
In this paper, we propose a supervised approach for bacterial detection ...
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01/27/2017
Deconvolution and Restoration of Optical Endomicroscopy Images
Optical endomicroscopy (OEM) is an emerging technology platform with pre...
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07/23/2012
