Research Explorer

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Researcher

Wenzhi Liao

Awards & Distinctions

119 Results

2024

Cross-domain transfer learning for weed segmentation and mapping in precision farming using ground and UAV images

Junfeng GaoWenzhi LiaoDavid NuyttensPeter LootensErik AlexanderssonJan Pieters

A1 Journal Article in EXPERT SYSTEMS WITH APPLICATIONS

Fractional fourier image transformer for multimodal remote sensing data classification

Xudong ZhaoMengmeng ZhangRan TaoWei LiWenzhi LiaoLianfang TianWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

2023

Hyperspectral and LiDAR data fusion and classification

Xudong ZhaoWilfried PhilipsWenzhi Liao

Panchromatic and hyperspectral image fusion : outcome of the 2022 WHISPERS Hyperspectral Pansharpening Challenge

Gemine VivoneAndrea GarzelliYang XuWenzhi LiaoJocelyn Chanussot

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

2022

Cross-domain classification of multisource remote sensing data using fractional fusion and spatial-spectral domain adaptation

Xudong ZhaoMengmeng ZhangRan TaoWei LiWenzhi LiaoWilfried Philips

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Detail-injection-model-inspired deep fusion network for pansharpening

Zhikang XiangLiang XiaoJingxiang YangWenzhi LiaoWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Fractional Gabor convolutional network for multisource remote sensing data classification

Xudong ZhaoRan TaoWei LiWilfried PhilipsWenzhi Liao

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

MC-JAFN : multilevel contexts-based joint attentive fusion network for pansharpening

Zhikang XiangLiang XiaoWenzhi LiaoWilfried Philips

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

Multilayer sparsity-based tensor decomposition for low-rank tensor completion

Jize XueYongqiang ZhaoShaoguang HuangWenzhi LiaoJonathan Cheung-Wai ChanSeong G. Kong

A1 Journal Article in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

Multisource cross-scene classification using fractional fusion and spatial-spectral domain adaptation

Xudong ZhaoMengmeng ZhangRan TaoWei LiWenzhi LiaoWilfried Philips

Multisource remote sensing data classification using fractional Fourier transformer

Xudong ZhaoMengmeng ZhangRan TaoWei LiWenzhi LiaoWilfried Philips

2021

Coupled convolutional neural network with adaptive response function learning for unsupervised hyperspectral super resolution

Ke ZhengLianru GaoWenzhi LiaoDanfeng HongBing ZhangXimin CuiJocelyn Chanussot

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

FLOPs-efficient filter pruning via transfer scale for neural network acceleration

Zhixin GuoYifan XiaoWenzhi LiaoPeter VeelaertWilfried Philips

A1 Journal Article in JOURNAL OF COMPUTATIONAL SCIENCE

Occlusion handling and multi-modality fusion for efficient pedestrian detection

Zhixin GuoWilfried PhilipsWenzhi LiaoPeter Veelaert

Spatial-spectral structured sparse low-rank representation for hyperspectral image super-resolution

Jize XueYong-Qiang ZhaoYuanyang BuWenzhi LiaoJonathan Cheung-Wai ChanWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON IMAGE PROCESSING

Weak segmentation supervised deep neural networks for pedestrian detection

Zhixin GuoWenzhi LiaoYifan XiaoPeter VeelaertWilfried Philips

A1 Journal Article in PATTERN RECOGNITION

2020

Enhanced sparsity prior model for low-rank tensor completion

Jize XueYongqiang ZhaoWenzhi LiaoJonathan Cheung-Wai ChanSeong G. Kong

A1 Journal Article in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

Hyperspectral and LiDAR classification with semisupervised graph fusion

Junshi xiaWenzhi LiaoPeijun Du

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

Joint classification of hyperspectral and LiDAR data using hierarchical random walk and deep CNN architecture

Xudong ZhaoRan TaoWei LiHeng-Chao LiQian DuWenzhi LiaoWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Statistical modeling for the interpretation of polarimetric radar images

Chi LiuWilfried PhilipsWenzhi LiaoHengchao Li

2019

A deep-neural-network-based hybrid method for semi-supervised classification of polarimetric SAR data

Chi LiuWenzhi LiaoHeng-Chao LiShaoguang HuangWilfried Philips

An entropy and MRF model-based CNN for large-scale landsat image classification

Xuemei ZhaoLianru GaoZhengchao ChenBing ZhangWenzhi LiaoXuan Yang

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

Decision fusion framework for hyperspectral image classification based on Markov and conditional random fields

Vera AndrejchenkoWenzhi LiaoWilfried PhilipsPaul Scheunders

A1 Journal Article in REMOTE SENSING

Deep learning fusion of RGB and depth images for pedestrian detection

Zhixin GuoWenzhi LiaoYifan XiaoPeter VeelaertWilfried Philips

Hyper-Laplacian regularized nonlocal low-rank matrix recovery for hyperspectral image compressive sensing reconstruction

Jize XueYongqiang ZhaoWenzhi LiaoJonathan Cheung-Wai Chan

A1 Journal Article in INFORMATION SCIENCES

Hyperspectral and multispectral image fusion via tensor sparsity regularization

Jize XueYongqiang ZhaoWenzhi LiaoWilfried Philips

Large-scale Landsat image classification based on deep learning methods

Xuemei ZhaoLianru GaoZhengchao ChenBing ZhangWenzhi Liao

A2 Journal Article in APSIPA TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING

Morphological analysis for banana disease detection in close range hyperspectral remote sensing images

Wenzhi LiaoDaniel OchoaLianru GaoBing ZhangWilfried Philips

Nonconvex tensor rank minimization and its applications to tensor recovery

Jize XueYongqiang ZhaoWenzhi LiaoJonathan Cheung-Wai Chan

A1 Journal Article in INFORMATION SCIENCES

Nonlocal low-rank regularized tensor decomposition for hyperspectral image denoising

Jize XueYongqiang ZhaoWenzhi LiaoJonathan Cheung-Wai Chan

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Nonlocal tensor sparse representation and low-rank regularization for hyperspectral image compressive sensing reconstruction

Jize XueYongqiang ZhaoWenzhi LiaoJonathan Chan

A1 Journal Article in REMOTE SENSING

Semi-supervised classification of polarimetric SAR images using Markov random field and two-level Wishart mixture model

Chi LiuWenzhi LiaoHeng-Chao LiRui WangWilfried Philips

Variational textured dirichlet process mixture model with pairwise constraint for unsupervised classification of polarimetric SAR images

Chi LiuHeng-Chao LiWenzhi LiaoWilfried PhilipsWilliam Emery

A1 Journal Article in IEEE TRANSACTIONS ON IMAGE PROCESSING

2018

A comparison on feature fusion of APEX hyperspectral and LiDAR data for tree species classification

An occlusion-robust feature selection framework in Pedestrian detection

Zhixin GuoWenzhi LiaoYifan XiaoPeter VeelaertWilfried Philips

A1 Journal Article in SENSORS

Banana disease detection by fusion of close range hyperspectral image and high-resolution RGB image

Wenzhi LiaoDaniel OchoaYongqiang ZhaoGladys Maria Villegas RugelWilfried Philips

CNN-based large scale landsat image classification

Xuemei ZhaoLianru GaoZhengchao ChenBing ZhangWenzhi Liao

Cocoa bean quality assessment using closed range hyperspectral images

Oswaldo BayonaDaniel OchoaRonald CriolloJuan Cevallos-CevallosWenzhi Liao

Deep learning for fusion of APEX hyperspectral and full-waveform LiDAR remote sensing data for tree species mapping

Wenzhi LiaoFrieke VancoillieLianru GaoLiwei LiBing ZhangJocelyn Chanussot

A1 Journal Article in IEEE ACCESS

Foreword to the special Issue on Hyperspectral remote sensing and imaging spectroscopy

Saurabh PrasadWenzhi LiaoMingyi HeJocelyn Chanussot

Editorial material

Fusion of pixel and object-based features for weed mapping using unmanned aerial vehicle imagery

Junfeng GaoWenzhi LiaoDavid NuyttensPeter LootensJürgen VangeyteAleksandra PizuricaYong HeJan Pieters

A1 Journal Article in INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

Global spatial and local spectral similarity-based group sparse representation for hyperspectral imagery classification

Haoyang YuLianru GaoWenzhi LiaoPaolo GambaBing Zhang

Group sparse representation based on nonlocal spatial and local spectral similarity for hyperspectral imagery classification

Haoyang YuLianru GaoWenzhi LiaoBing Zhang

A1 Journal Article in SENSORS

High-resolution aerial imagery semantic labeling with dense pyramid network

Xuran PanLianru GaoBing ZhangFan YangWenzhi Liao

A1 Journal Article in SENSORS

Joint spatial and spectral low-rank regularization for hyperspectral image denoising

Jize XueYongqiang ZhaoWenzhi LiaoSeong G. Kong

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

MRF-based decision fusion for hyperspectral image classification

Vera AndrejchenkoRob HeylenWenzhi LiaoWilfried PhilipsPaul Scheunders

Occlusion-robust detector trained with occluded pedestrians

Zhixin GuoWenzhi LiaoPeter VeelaertWilfried Philips

Potential analysis of feature extraction based quick response for environmental change with social media photos

Yuanfeng WuLianru GaoWenzhi LiaoPaolo GambaBing Zhang

Spatiotemporal change patterns of urban lakes in China’s major cities between 1990 and 2015

Cong XieXin HuangLeiguang WangXing FangWenzhi Liao

A1 Journal Article in INTERNATIONAL JOURNAL OF DIGITAL EARTH

Spectral Calibration for Close-Range Hyperspectral Images

Wenzhi LiaoDaniel DonosoRodrigo ReyesRonald CriolloWilfried Philips

Total variation and Rank-1 constraint RPCA for background subtraction

Jize XueYongqiang ZhaoWenzhi LiaoJonathan Chan

A1 Journal Article in IEEE ACCESS

Unsupervised classification of multilook polarimetric SAR data using spatially variant wishart mixture model with double constraints

Chi LiuWenzhi LiaoHeng-Chao LiKun FuWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

2017

A comparison on multiple level features for fusion hyperspectral and LiDAR data

Wenzhi LiaoAleksandra PizuricaRenbo LuoWilfried Philips

A new kernel method for hyperspectral image feature extraction

Bin ZhaoLianru GaoWenzhi LiaoBing Zhang

A2 Journal Article in GEO-SPATIAL INFORMATION SCIENCE

Advances in hyperspectral image and signal processing : a comprehensive overview of the state of the art

Pedram GhamisiNaoto YokoyaJun LiWenzhi LiaoSicong LiuJavier PlazaBehnood RastiAntonio Plaza

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

Centralized collaborative sparse unmixing for hyperspectral images

Rui WangHeng-Chao LiWenzhi LiaoXin HuangWilfried Philips

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Cloud implementation of PCA and total variation for hyperspectral image restoration based on spark

Xianliang YinZebin WuWenzhi LiaoZhihui WeiChao Tan

Detecting road intersections from GPS traces using longest common subsequence algorithm

Xingzhe XieWenzhi LiaoHamid AghajanPeter VeelaertWilfried Philips

A1 Journal Article in ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION

Detection of leaf structures in close-range hyperspectral images using morphological fusion

Gladys Maria Villegas RugelWenzhi LiaoRonald CriolloWilfried PhilipsDaniel Ochoa

A2 Journal Article in GEO-SPATIAL INFORMATION SCIENCE

Feature extraction and fusion for classification of remote sensing imagery

Renbo LuoWilfried PhilipsWenzhi LiaoYouguo Pi

Fusion of hyperspectral and LiDAR data for classification of cloud-shadow mixed remote sensed scene

Renbo LuoWenzhi LiaoHongyan ZhangLiangpei ZhangPaul ScheundersYouguo PiWilfried Philips

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Fusion of multi-scale hyperspectral and LiDAR features for tree species mapping

Wenzhi LiaoFrieke VancoillieLiwei LiBin ZhaoLianru GaoWilfried PhilipsBing Zhang

Information extraction from remote sensing imagery

Xin HuangJiayi LiWenzhi LiaoJocelyn Chanussot

Editorial material

Multiscale superpixel-level subspace-based support vector machines for hyperspectral image classification

Haoyang YuLianru GaoWenzhi LiaoBing ZhangAleksandra PizuricaWilfried Philips

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

Non-negative matrix factorization with mixture of Itakura-Saito divergence for SAR images

Chi LiuWenzhi LiaoHeng-Chao LiWilfried Philips

Optimized kernel minimum noise fraction transformation for hyperspectral image classification

Lianru GaoBin ZhaoXiuping JiaWenzhi LiaoBing Zhang

A1 Journal Article in REMOTE SENSING

Pre-processing and classification of hyperspectral Imagery via selective inpainting

Victoria ChayesKevin MillerRasika BhaleraoWei ZhuAndrea BertozziWenzhi LiaoStanley Osher

Remote sensing data fusion : guided filter-based hyperspectral pansharpening and graph-based feature-level fusion

Wenzhi LiaoJocelyn ChanussotWilfried Philips

Bookchapter in Mathematical models for remote sensing image processing

Robust joint sparsity model for hyperspectral image classification

Shaoguang HuangHongyan ZhangWenzhi LiaoAleksandra Pizurica

Semantic classification of urban trees using very high resolution satellite imagery

Dawei WenXin HuangHui LiuWenzhi LiaoLiangpei Zhang

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Taking optimal advantage of fine spatial information : promoting partial image reconstruction for the morphological analysis of very-high-resolution images

Wenzhi LiaoJocelyn ChanussotMauro Dalla MuraXin HuangRik BellensSidharta GautamaWilfried Philips

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

2016

A novel approach for detecting intersections from GPS traces

Xingzhe XieWenzhi LiaoHamid AghajanPeter VeelaertWilfried Philips

Big Data Processing in Artwork Analysis

Ljiljana PlatisaBruno CornelisGabor FodorShaoguang HuangAttila FésüsJoachim DavidWenzhi LiaoTijana RuzicAnn DoomsMaximiliaan Martens et al.

Classification of cloudy hyperspectral image and lidar data based on feature and decision fusion

Renbo LuoWenzhi LiaoHongyan ZhangYouguo PiWilfried Philips

Classification of hyperspectral images with very small training size using sparse unmixing

Vera AndrejchenkoRob HeylenPaul ScheundersWilfried PhilipsWenzhi Liao

Double reweighted sparse regression for hyperspectral unmixing

Rui WangHengchao LiWenzhi LiaoAleksandra Pizurica

Exploiting the low-rank property of hyperpsectral imagery: a technical overview

Hongyan ZhangWei HeWenzhi LiaoRenbo LuoLiangpei ZhangAleksandra Pizurica

Feature extraction of hyperspectral images with semi-supervised graph learning

Renbo LuoWenzhi LiaoXin HuangYouguo PiWilfried Philips

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Fusion of Spectral And Spatial Information for Land Cover Classification

Wenzhi LiaoHongyan ZhangJie LiShaoguang HuangRui WangRenbo LuoAleksandra Pizurica

Fusion of spectral and spatial information for classification of hyperspectral remote-sensed imagery by local graph

Wenzhi LiaoMauro Dalla MuraJocelyn ChanussotAleksandra Pizurica

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Generalized differential morphological profiles for remote sensing image classification

Xin HuangXiaopeng HanLiangpei ZhangJianya GongWenzhi LiaoJon Atli Benediktsson

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Hyperspectral image kernel sparse subspace clustering with spatial max pooling operation

Hongyan ZhangHan ZhaiWenzhi LiaoLiqin CaoLiangpei ZhangAleksandra Pizurica

Hyperspectral unmixing by reweighted low rank and total variation

Rui WangWenzhi LiaoHeng-Chao LiHongyan ZhangAleksandra Pizurica

Lidar information extraction by attribute filters with partial reconstruction

Wenzhi LiaoMauro Dalla MuraXin HuangJocelyn ChanussotSidharta GautamaPaul ScheundersWilfried Philips

Morphological attribute profiles with partial reconstruction

Wenzhi LiaoMauro Dalla MuraJocelyn ChanussotRik BellensWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Paint loss detection in old paintings by sparse representation classification

Shaoguang HuangWenzhi LiaoHongyan ZhangAleksandra Pizurica

Pansharpening for proba image using guided filter

Daniel DonosoWenzhi LiaoJorge EcheverriaSidharta GautamaWilfried Philips

Spectral-spatial classification for hyperspectral image by bilateral filtering and morphological features

Wenzhi LiaoDaniel Erick Ochoa DonosoFrieke Van CoillieJie LiChun QiSidharta GautamaWilfried Philips

Spectral-spatial classification of hyperspectral images with semi-supervised graph learning

Renbo LuoWenzhi LiaoHongyan ZhangYouguo PiWilfried Philips

Static Fourier transform hyperspectral imaging polarimeter

Jie LiChun QiJingping ZhuWenzhi LiaoWilfried Philips

Weighted sparse graph based dimensionality reduction for hyperspectral images

Wei HeHongyan ZhangLiangpei ZhangWilfried PhilipsWenzhi Liao

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

2015

An improved semi-supervised local discriminant analysis for feature extraction of hyperspectal image

Renbo LuoWenzhi LiaoWilfried PhilipsYouguo Pi

Comparison of nine hyperspectral pansharpening methods

Laetitia LoncanLuís B AlmeidaJose Bioucas DiasXavier BriottetJocelyn ChanussotNicolas DobigeonSophie FabreWenzhi LiaoGiorgio LicciardiMiguel Simoes et al.

Fusion of thermal infrared hyperspectral image and visible RGB image for classification

Wenzhi LiaoAleksandra PizuricaSidharta GautamaWilfried Philips

Generalized graph-based fusion of hyperspectral and LiDAR data using morphological features

Wenzhi LiaoAleksandra PizuricaRik BellensSidharta GautamaWilfried Philips

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

Hyperspectral pansharpening : a review

Laetitia LoncanLuís B AlmeidaJose Bioucas- diasXavier BriottetJocelyn ChanussotNicolas DobigeonSophie FabreWenzhi LiaoGiorgio LicciardiMiguel Simoes et al.

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

Improving random forest with ensemble of features and semi-supervised feature extraction

Junshi XiaWenzhi LiaoJocelyn ChanussotPeijun DuGuanghan SongWilfried Philips

A1 Journal Article in IEEE GEOSCIENCE AND REMOTE SENSING LETTERS

Processing of multiresolution thermal hyperspectral and digital color data: outcome of the 2014 IEEE GRSS data fusion contest

Wenzhi LiaoXing HuangFrieke VancoillieSidharta GautamaAleksandra PizuricaWilfried PhilipsHui LiuTingting ZhuMichal ShimoniGabriele Moser et al.

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Semi-supervised graph fusion of Hyperspectral and LiDAR Data for classification

Wenzhi LiaoJunshi XiaPeijun DuWilfried Philips

Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter

Wenzhi LiaoXin HuangFrieke VancoillieGuy ThoonenAleksandra PizuricaPaul ScheundersWilfried Philips

2014

Combining feature fusion and decision fusion for classification of hyperspectral and LiDAR data

Wenzhi LiaoRik BellensAleksandra PizuricaSidharta GautamaWilfried Philips

Effect of hyperspectral image denoising with PCA and total variation on tree species mapping using Apex Data

Frieke VancoillieWenzhi LiaoFlore DevriendtSidharta GautamaRobert De WulfKris Vandekerkhove

Feature fusion of hyperspectral and LiDAR data for classification of remote sensing data from urban area

Wenzhi LiaoRik BellensSidharta GautamaWilfried Philips

Fusion of pixel-based and object-based features for classification of urban hyperspectral remote sensing data

Wenzhi LiaoFrieke VancoillieFlore DevriendtSidharta GautamaAleksandra PizuricaWilfried Philips

Hyperspectral and LiDAR data fusion: outcome of the 2013 GRSS data fusion contest

Christian DebesAndreas MerentitisRoel HeremansJürgen HahnNikolaos FrangiadakisTim KasterenWenzhi LiaoRik BellensAleksandra PizuricaSidharta Gautama et al.

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Tree species mapping by combining hyperspectral with LiDAR data

Pieter KempeneersFrieke VancoillieWenzhi LiaoFlore DevriendtKris Vandekerkhove

2013

Hyperspectral image deblurring with PCA and total variation

Wenzhi LiaoBart GoossensJan AeltermanHiep LuongAleksandra PizuricaNiels WoutersWouter SaeysWilfried Philips

Semisupervised local discriminant analysis for feature extraction in hyperspectral images

Wenzhi LiaoAleksandra PizuricaPaul ScheundersWilfried PhilipsYouguo Pi

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Two-stage denoising method for hyperspectral images combining KPCA and total variation

Wenzhi LiaoJan AeltermanHiep LuongAleksandra PizuricaWilfried Philips

2012

Classification of hyperspectral data over urban areas based on extended morphological profile with partial reconstruction

Wenzhi LiaoRik BellensAleksandra PizuricaWilfried PhilipsYouguo Pi

Classification of hyperspectral data over urban areas using directional morphological profiles and semi-supervised feature extraction

Wenzhi LiaoRik BellensAleksandra PizuricaWilfried PhilipsYouguo Pi

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Discriminative supervised neighborhood preserving embedding feature extraction for hyperspectral-image classification

Renbo LuoWenzhi LiaoYouguo Pi

A2 Journal Article in TELKOMNIKA

Feature extraction and classification for hyperspectral remote sensing images

Wenzhi LiaoWilfried PhilipsAleksandra PizuricaYouguo Pi

Research on supervised LPP feature extraction for hyperspectral image

Renbo LuoYouguo PiWenzhi Liao

A2 Journal Article in REMOTE SENSING TECHNOLOGY AND APPLICATION

2011

Feature extraction for hyperspectral images based on semi-supervised local linear discriminant analysis

Wenzhi LiaoAleksandra PizuricaWilfried PhilipsYouguo Pi

2010

A fast iterative kernel PCA feature extraction for hyperspectral images

Wenzhi LiaoAleksandra PizuricaWilfried PhilipsYouguo Pi

Corner detection of image based on product of two bending degrees

Wenzhi LiaoYouguo Pi

A2 Journal Article in JOURNAL OF SOUTH CHINA UNIVERSITY OF TECHNOLOGY

2009

Portfolio optimization based on quadratic particle swarm optimization

Jinshan JiangWenzhi Liao

A2 Journal Article in COMPUTER APPLICATIONS AND SOFTWARE

2008

Theory of cognitive pattern recognition

Youguo PiWenzhi LiaoMingyou LiuJianping Lu

Bookchapter in Pattern recognition techniques, technology and applications