Wenzi Liao

Orcid: 0000-0002-2183-0324

Affiliations:
  • Ghent University, Belgium


According to our database1, Wenzi Liao authored at least 111 papers between 2009 and 2024.

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Bibliography

2024
Distribution-balanced augmentation for rough data driven object detection.
Multim. Tools Appl., May, 2024

Fractional Fourier Image Transformer for Multimodal Remote Sensing Data Classification.
IEEE Trans. Neural Networks Learn. Syst., February, 2024

Robust Pointer Meter Reading Recognition Method Under Image Corruption.
IEEE Trans. Instrum. Meas., 2024

Salient feature fusion convolutional network for multi-class meters detection.
Signal Image Video Process., 2024

Cross-domain transfer learning for weed segmentation and mapping in precision farming using ground and UAV images.
Expert Syst. Appl., 2024

2023
Frequency-to-spectrum mapping GAN for semisupervised hyperspectral anomaly detection.
CAAI Trans. Intell. Technol., December, 2023

Adaptive Anchor Matching Strategy for Face Detection.
IEEE Trans. Circuits Syst. Video Technol., October, 2023

CoRe: Contrastive and Restorative Self-Supervised Learning for Surface Defect Inspection.
IEEE Trans. Instrum. Meas., 2023

Cross-Modal Graph Knowledge Representation and Distillation Learning for Land Cover Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

Panchromatic and Hyperspectral Image Fusion: Outcome of the 2022 WHISPERS Hyperspectral Pansharpening Challenge.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Integrating Low-Cost UAV and GCP-based Structure-from-Motion Techniques to Generate Very High-Resolution Orthoimage for Bamboo Forest Mapping and Individuals Segmentation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

A Multi-Scale Deep Feature Learning and Semantic Enhancement Approach for Remote Sensing Scene Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Siamese Recurrent Residual Refinement Network for High-Resolution Image Change Detection.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Optimal Wavelength Selection for Deep Learning from Hyperspectral Images.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

2022
Multilayer Sparsity-Based Tensor Decomposition for Low-Rank Tensor Completion.
IEEE Trans. Neural Networks Learn. Syst., 2022

Fractional Gabor Convolutional Network for Multisource Remote Sensing Data Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Detail-Injection-Model-Inspired Deep Fusion Network for Pansharpening.
IEEE Trans. Geosci. Remote. Sens., 2022

Adaptive Distance-Based Band Hierarchy (ADBH) for Effective Hyperspectral Band Selection.
IEEE Trans. Cybern., 2022

Cross-Domain Classification of Multisource Remote Sensing Data Using Fractional Fusion and Spatial-Spectral Domain Adaptation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

MC-JAFN: Multilevel Contexts-Based Joint Attentive Fusion Network for Pansharpening.
IEEE Geosci. Remote. Sens. Lett., 2022

Transferring learned patterns from ground-based field imagery to predict UAV-based imagery for crop and weed semantic segmentation in precision crop farming.
CoRR, 2022

Multisource Remote Sensing Data Classification Using Fractional Fourier Transformer.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Multisource Cross-Scene Classification Using Fractional Fusion and Spatial-Spectral Domain Adaptation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Spatial-Spectral Structured Sparse Low-Rank Representation for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process., 2021

Coupled Convolutional Neural Network With Adaptive Response Function Learning for Unsupervised Hyperspectral Super Resolution.
IEEE Trans. Geosci. Remote. Sens., 2021

Weak segmentation supervised deep neural networks for pedestrian detection.
Pattern Recognit., 2021

FLOPs-efficient filter pruning via transfer scale for neural network acceleration.
J. Comput. Sci., 2021

2020
Enhanced Sparsity Prior Model for Low-Rank Tensor Completion.
IEEE Trans. Neural Networks Learn. Syst., 2020

Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep CNN Architecture.
IEEE Trans. Geosci. Remote. Sens., 2020

Global Spatial and Local Spectral Similarity-Based Manifold Learning Group Sparse Representation for Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2020

Hyperspectral and LiDAR Classification With Semisupervised Graph Fusion.
IEEE Geosci. Remote. Sens. Lett., 2020

Optimized highway deep learning network for fast single image super-resolution reconstruction.
J. Real Time Image Process., 2020

2019
Variational Textured Dirichlet Process Mixture Model With Pairwise Constraint for Unsupervised Classification of Polarimetric SAR Images.
IEEE Trans. Image Process., 2019

Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2019

Nonlocal Tensor Sparse Representation and Low-Rank Regularization for Hyperspectral Image Compressive Sensing Reconstruction.
Remote. Sens., 2019

Decision Fusion Framework for Hyperspectral Image Classification Based on Markov and Conditional Random Fields.
Remote. Sens., 2019

Separable-spectral convolution and inception network for hyperspectral image super-resolution.
Int. J. Mach. Learn. Cybern., 2019

An Entropy and MRF Model-Based CNN for Large-Scale Landsat Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2019

New margin-based subsampling iterative technique in modified random forests for classification.
Knowl. Based Syst., 2019

Nonconvex tensor rank minimization and its applications to tensor recovery.
Inf. Sci., 2019

Hyper-Laplacian regularized nonlocal low-rank matrix recovery for hyperspectral image compressive sensing reconstruction.
Inf. Sci., 2019

Semi-Supervised Classification of Polarimetric SAR Images Using Markov Random Field and Two-Level Wishart Mixture Model.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Morphological Analysis for Banana Disease Detection in Close Range Hyperspectral Remote Sensing Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Deep Learning Fusion of RGB and Depth Images for Pedestrian Detection.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018
Joint Spatial and Spectral Low-Rank Regularization for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2018

Unsupervised Classification of Multilook Polarimetric SAR Data Using Spatially Variant Wishart Mixture Model with Double Constraints.
IEEE Trans. Geosci. Remote. Sens., 2018

Foreword to the Special Issue on Hyperspectral Remote Sensing and Imaging Spectroscopy.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Group Sparse Representation Based on Nonlocal Spatial and Local Spectral Similarity for Hyperspectral Imagery Classification.
Sensors, 2018

High-Resolution Aerial Imagery Semantic Labeling with Dense Pyramid Network.
Sensors, 2018

An Occlusion-Robust Feature Selection Framework in Pedestrian Detection.
Sensors, 2018

Spatiotemporal change patterns of urban lakes in China's major cities between 1990 and 2015.
Int. J. Digit. Earth, 2018

Fusion of pixel and object-based features for weed mapping using unmanned aerial vehicle imagery.
Int. J. Appl. Earth Obs. Geoinformation, 2018

Total Variation and Rank-1 Constraint RPCA for Background Subtraction.
IEEE Access, 2018

Deep Learning for Fusion of APEX Hyperspectral and Full-Waveform LiDAR Remote Sensing Data for Tree Species Mapping.
IEEE Access, 2018

Global Spatial and Local Spectral Similarity-Based Group Sparse Representation for Hyperspectral Imagery Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Potential Analysis of Feature Extraction Based Quick Response for Environmental Change with Social Media Photos.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Banana Disease Detection by Fusion of Close Range Hyperspectral Image and High-Resolution Rgb Image.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

MRF-Based Decision Fusion for Hyperspectral Image Classification.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Occlusion-robust Detector Trained with Occluded Pedestrians.
Proceedings of the 7th International Conference on Pattern Recognition Applications and Methods, 2018

Dense Pyramid Network for Semantic Segmentation of High Resolution Aerial Imagery.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

CNN-based Large Scale Landsat Image Classification.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

Cocoa bean quality assessment using closed range hyperspectral images.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2017
Semantic Classification of Urban Trees Using Very High Resolution Satellite Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Centralized Collaborative Sparse Unmixing for Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Fusion of Hyperspectral and LiDAR Data for Classification of Cloud-Shadow Mixed Remote Sensed Scene.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Optimized Kernel Minimum Noise Fraction Transformation for Hyperspectral Image Classification.
Remote. Sens., 2017

Multiscale Superpixel-Level Subspace-Based Support Vector Machines for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2017

Detecting Road Intersections from GPS Traces Using Longest Common Subsequence Algorithm.
ISPRS Int. J. Geo Inf., 2017

A new kernel method for hyperspectral image feature extraction.
Geo spatial Inf. Sci., 2017

Detection of leaf structures in close-range hyperspectral images using morphological fusion.
Geo spatial Inf. Sci., 2017

Information extraction from remote sensing imagery.
Geo spatial Inf. Sci., 2017

A comparison on multiple level features for fusion of hyperspectral and LiDAR data.
Proceedings of the Joint Urban Remote Sensing Event, 2017

Cloud implementation of hyperspectral image restoration with PCA and total variation based on Spark.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Non-negative matrix factorization with mixture of Itakura-Saito divergence for SAR images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Fusion of multi-scale hyperspectral and lidar features for tree species mapping.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Robust joint sparsity model for hyperspectral image classification.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Pre-processing and classification of hyperspectral imagery via selective inpainting.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Morphological Attribute Profiles With Partial Reconstruction.
IEEE Trans. Geosci. Remote. Sens., 2016

Feature Extraction of Hyperspectral Images With Semisupervised Graph Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Fusion of Spectral and Spatial Information for Classification of Hyperspectral Remote-Sensed Imagery by Local Graph.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Generalized Differential Morphological Profiles for Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Weighted Sparse Graph Based Dimensionality Reduction for Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2016

Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16).
CoRR, 2016

Exploiting the low-rank property of hyperspectral imagery: A technical overview.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Hyperspectral unmixing by reweighted low rank and total variation.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Spectral-spatial classification for hyperspectral image by bilateral filtering and morphological features.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

Static Fourier transform hyperspectral imaging polarimeter.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

A novel approach for detecting intersections from GPS traces.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Double reweighted sparse regression for hyperspectral unmixing.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Classification of cloudy hyperspectral image and LiDAR data based on feature fusion and decision fusion.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

LiDAR information extraction by attribute filters with partial reconstruction.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Classification of hyperspectral images with very small training size using sparse unmixing.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Processing of Multiresolution Thermal Hyperspectral and Digital Color Data: Outcome of the 2014 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Improving Random Forest With Ensemble of Features and Semisupervised Feature Extraction.
IEEE Geosci. Remote. Sens. Lett., 2015

Generalized Graph-Based Fusion of Hyperspectral and LiDAR Data Using Morphological Features.
IEEE Geosci. Remote. Sens. Lett., 2015

Hyperspectral pansharpening: a review.
CoRR, 2015

Two-stage fusion of thermal hyperspectral and visible RGB image by PCA and guided filter.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Optimized feature fusion of LiDAR and hyperspectral data for tree species mapping in closed forest canopies.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

An improved semi-supervised local discriminant analysis for feature extraction of hyperspectral image.
Proceedings of the Joint Urban Remote Sensing Event, 2015

Semi-supervised graph fusion of hyperspectral and lidar data for classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

Combining feature fusion and decision fusion for classification of hyperspectral and LiDAR data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013
Semisupervised Local Discriminant Analysis for Feature Extraction in Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2013

Hyperspectral image deblurring with PCA and total variation.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Two-stage denoising method for hyperspectral images combining KPCA and total variation.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Feature extraction and classification for hyperspectral remote sensing images.
PhD thesis, 2012

Classification of Hyperspectral Data Over Urban Areas Using Directional Morphological Profiles and Semi-Supervised Feature Extraction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

Classification of Hyperspectral Data over Urban Areas Based on Extended Morphological Profile with Partial Reconstruction.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011
Feature extraction for hyperspectral images based on semi-supervised local discriminant analysis.
Proceedings of the Joint Urban Remote Sensing Event, 2011

2010
A fast iterative kernel PCA feature extraction for hyperspectral images.
Proceedings of the International Conference on Image Processing, 2010

2009
Study on Mapping of Basic Elements in the Chinese Character Intelligent Formation without Character Library System.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009


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