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01/26/2022
A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems
Deploying 3D single-photon Lidar imaging in real world applications face...
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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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06/25/2021
SeaNet – Towards A Knowledge Graph Based Autonomic Management of Software Defined Networks
Automatic network management driven by Artificial Intelligent technologi...
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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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03/18/2021
Robust and Guided Bayesian Reconstruction of Single-Photon 3D Lidar Data: Application to Multispectral and Underwater Imaging
3D Lidar imaging can be a challenging modality when using multiple wavel...
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11/20/2020
Robust super-resolution depth imaging via a multi-feature fusion deep network
Three-dimensional imaging plays an important role in imaging application...
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11/11/2020
SARA – A Semantic Access Point Resource Allocation Service for Heterogenous Wireless Networks
In this paper, we present SARA, a Semantic Access point Resource Allocat...
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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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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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03/13/2019
Lost Silence: An emergency response early detection service through continuous processing of telecommunication data streams
Early detection of significant traumatic events, e.g. a terrorist attack...
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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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09/03/2018
Image computing for fibre-bundle endomicroscopy: A review
Endomicroscopy is an emerging imaging modality, that facilitates the acq...
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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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04/06/2013
