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Onderzoeker
Shaoguang Huang
Profiel
Projecten
Publicaties
Activiteiten
Prijzen & Erkenningen
38
Resultaten
2025
Degradation-noise-aware deep unfolding transformer for hyperspectral image denoising
Haijin Zeng
Kai Feng
Xudong Zhao
Jiezhang Cao
Shaoguang Huang
Hiep Luong
Wilfried Philips
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
2025
2024
Tensor completion using bilayer multimode low-rank prior and total variation
Haijin Zeng
Shaoguang Huang
Yongyong Chen
Sheng Liu
Hiep Luong
Wilfried Philips
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
2024
2023
From model-based optimization algorithms to deep learning models for clustering hyperspectral images
Shaoguang Huang
Hongyan Zhang
Haijin Zeng
Aleksandra Pizurica
A1
Artikel in een tijdschrift
in
REMOTE SENSING
2023
HSIToolbox : a web-based application for the classification of hyperspectral images
Zeno Dhaene
Nina Žižakić
Shaoguang Huang
Xian Li
Aleksandra Pizurica
A1
Artikel in een tijdschrift
in
SOFTWAREX
2023
Heterogeneous regularization-based tensor subspace clustering for hyperspectral band selection
Shaoguang Huang
Hongyan Zhang
Jize Xue
Aleksandra Pizurica
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
2023
2022
A structural subspace clustering approach for hyperspectral band selection
Shaoguang Huang
Hongyan Zhang
Aleksandra Pizurica
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
2022
Hybrid-hypergraph regularized multiview subspace clustering for hyperspectral images
Shaoguang Huang
Hongyan Zhang
Aleksandra Pizurica
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
2022
Multilayer sparsity-based tensor decomposition for low-rank tensor completion
Jize Xue
Yongqiang Zhao
Shaoguang Huang
Wenzhi Liao
Jonathan Cheung-Wai Chan
Seong G. Kong
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
2022
On interpretability of CNNs for multimodal medical image segmentation
Srdan Lazendic
Jens Janssens
Shaoguang Huang
Aleksandra Pizurica
P1
Conferentie
2022
Subspace clustering for hyperspectral images via dictionary learning with adaptive regularization
Shaoguang Huang
Hongyan Zhang
Aleksandra Pizurica
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
2022
2021
A study on the label noise impact on the hyperspectral image classification
Meizhu Li
Shaoguang Huang
Aleksandra Pizurica
C1
Conferentie
2021
Assisting classical paintings restoration : efficient paint loss detection and descriptor-based inpainting using shared pretraining
Laurens Meeus
Shaoguang Huang
Nina Žižakić
Xianghui Xie
Bart Devolder
Hélène Dubois
Maximiliaan Martens
Aleksandra Pizurica
P1
Conferentie
2021
Multimodal extension of the ML-CSC framework for medical image segmentation
Jens Janssens
Srdan Lazendic
Shaoguang Huang
Aleksandra Pizurica
P1
Conferentie
2021
The impact of label noise on the classification models for hyperspectral images
Meizhu Li
Shaoguang Huang
Aleksandra Pizurica
A2
Artikel in een tijdschrift
in
IMAGE PROCESSING & COMMUNICATIONS
2021
The impact of non-uniform label noise on the classification of hyperspectral images
Meizhu Li
Shaoguang Huang
Aleksandra Pizurica
C1
Conferentie
2021
2020
A robust dynamic classifier selection approach for hyperspectral images with imprecise label information
Meizhu Li
Shaoguang Huang
Jasper De Bock
Gert de Cooman
Aleksandra Pizurica
A1
Artikel in een tijdschrift
in
SENSORS
2020
Multi-view subspace clustering for hyperspectral images
Shaoguang Huang
Aleksandra Pizurica
C1
Conferentie
2020
Multimodal target detection by sparse coding : application to paint loss detection in paintings
Shaoguang Huang
Bruno Cornelis
Bart Devolder
Maximiliaan Martens
Aleksandra Pizurica
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON IMAGE PROCESSING
2020
Sketch-based subspace clustering of hyperspectral images
Shaoguang Huang
Hongyan Zhang
Qian Du
Aleksandra Pizurica
A1
Artikel in een tijdschrift
in
REMOTE SENSING
2020
Sketched sparse subspace clustering for large-scale hyperspectral images
Shaoguang Huang
Hongyan Zhang
Aleksandra Pizurica
P1
Conferentie
2020
2019
A deep-neural-network-based hybrid method for semi-supervised classification of polarimetric SAR data
Chi Liu
Wenzhi Liao
Heng-Chao Li
Shaoguang Huang
Wilfried Philips
C1
Conferentie
2019
Deep learning for paint loss detection with a multiscale, translation invariant network
Laurens Meeus
Shaoguang Huang
Bart Devolder
Hélène Dubois
Aleksandra Pizurica
C1
Conferentie
2019
Landmark-based large-scale sparse subspace clustering method for hyperspectral images
Shaoguang Huang
Hongyan Zhang
Aleksandra Pizurica
P1
Conferentie
2019
Robust dynamic classifier selection for remote sensing image classification
Meizhu Li
Shaoguang Huang
Aleksandra Pizurica
P1
Conferentie
2019
Semisupervised sparse subspace clustering method with a joint sparsity constraint for hyperspectral remote sensing images
Shaoguang Huang
Hongyan Zhang
Aleksandra Pizurica
A1
Artikel in een tijdschrift
in
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING
2019
Sparse coding for the analysis of high-dimensional data : applications in remote sensing and art investigation
Shaoguang Huang
Aleksandra Pizurica
Hongyan Zhang
Proefschrift
2019
2018
Deep Learning for Paint Loss Detection: A Case Study on the Ghent Altarpiece
Laurens Meeus
Shaoguang Huang
Bart Devolder
Maximiliaan Martens
Aleksandra Pizurica
C3
Conferentie
2018
Joint sparsity based sparse subspace clustering for hyperspectral images
Shaoguang Huang
Hongyan Zhang
Aleksandra Pizurica
P1
Conferentie
2018
Paint loss detection via kernel sparse representation
Shaoguang Huang
Laurens Meeus
Bruno Cornelis
Bart Devolder
Maximiliaan Martens
Aleksandra Pizurica
C1
Conferentie
2018
2017
A robust sparse representation model for hyperspectral image classification
Shaoguang Huang
Hongyan Zhang
Aleksandra Pizurica
A1
Artikel in een tijdschrift
in
SENSORS
2017
Robust joint sparsity model for hyperspectral image classification
Shaoguang Huang
Hongyan Zhang
Wenzhi Liao
Aleksandra Pizurica
P1
Conferentie
2017
2016
A reconfigurable sound wave decomposition filterbank for hearing aids based on nonlinear transformation
Shaoguang Huang
Lan Tian
Xiaojie Ma
Ying Wei
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS
2016
Big Data Processing in Artwork Analysis
Ljiljana Platisa
Bruno Cornelis
Gabor Fodor
Shaoguang Huang
Attila Fésüs
Joachim David
Wenzhi Liao
Tijana Ruzic
Ann Dooms
Maximiliaan Martens
et al.
[0-9]{2}
2016
Fusion of Spectral And Spatial Information for Land Cover Classification
Wenzhi Liao
Hongyan Zhang
Jie Li
Shaoguang Huang
Rui Wang
Renbo Luo
Aleksandra Pizurica
C1
Conferentie
2016
Paint loss detection in old paintings by sparse representation classification
Shaoguang Huang
Wenzhi Liao
Hongyan Zhang
Aleksandra Pizurica
[0-9]{2}
2016
2015
A novel approach to design low-cost two-stage frequency-response masking filters
Ying Wei
Shaoguang Huang
Xiaojie Ma
A1
Artikel in een tijdschrift
in
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
2015
2014
A method of insect recognition based on spectrogram
Qi Jia
Rui Min
Shaoguang Huang
Ying Wei
P1
Conferentie
2014
2013
A voice activity detection algorithm with sub-band detection based on time-frequency characteristics of mandarin
Yinfeng Wang
Shaoguang Huang
Ying Wei
P1
Conferentie
2013