Wenzhong Shi
Orcid: 0000-0002-3886-7027Affiliations:
- Hong Kong Polytechnic University
According to our database1,
Wenzhong Shi
authored at least 201 papers
between 1998 and 2024.
Collaborative distances:
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Bibliography
2024
Advances and Challenges in Deep Learning-Based Change Detection for Remote Sensing Images: A Review through Various Learning Paradigms.
Remote. Sens., March, 2024
STCRNet: A Semi-Supervised Network Based on Self-Training and Consistency Regularization for Change Detection in VHR Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
FDA-FFNet: A Feature-Distance Attention-Based Change Detection Network for Remote Sensing Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
2023
Open HD map service model: an interoperable high-Definition map data model for autonomous driving.
Int. J. Digit. Earth, December, 2023
Evaluation of the Resilience of the Catering Industry in Hong Kong before and after the COVID-19 Outbreak Based on Point-of-Interest Data.
ISPRS Int. J. Geo Inf., October, 2023
A Critical Review of Smart City Frameworks: New Criteria to Consider When Building Smart City Framework.
ISPRS Int. J. Geo Inf., September, 2023
A Reference-Free Method for the Thematic Accuracy Estimation of Global Land Cover Products Based on the Triple Collocation Approach.
Remote. Sens., May, 2023
Int. J. Appl. Earth Obs. Geoinformation, May, 2023
A multilevel stratified spatial sampling approach based on terrain knowledge for the quality assessment of OpenStreetMap dataset in Hong Kong.
Trans. GIS, February, 2023
Automatic Extrinsic Calibration of Dual LiDARs With Adaptive Surface Normal Estimation.
IEEE Trans. Instrum. Meas., 2023
CS-WSCDNet: Class Activation Mapping and Segment Anything Model-Based Framework for Weakly Supervised Change Detection.
IEEE Trans. Geosci. Remote. Sens., 2023
Multiresolution-Based Rough Fuzzy Possibilistic -Means Clustering Method for Land Cover Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
Object-Level Hybrid Spatiotemporal Fusion: Reaching a Better Tradeoff Among Spectral Accuracy, Spatial Accuracy, and Efficiency.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023
MSFF-CDNet: A Multiscale Feature Fusion Change Detection Network for Bi-Temporal High-Resolution Remote Sensing Image.
IEEE Geosci. Remote. Sens. Lett., 2023
Analysis of the Spatial Distribution and Associated Factors of the Transmission Locations of COVID-19 in the First Four Waves in Hong Kong.
ISPRS Int. J. Geo Inf., 2023
An LSTM Approach for Modelling Error of Smartphone-reported GNSS Location Under Mixed LOS/NLOS Environments.
Proceedings of the 13th International Conference on Indoor Positioning and Indoor Navigation, 2023
2022
Precise 3D Indoor Localization and Trajectory Optimization Based on Sparse Wi-Fi FTM Anchors and Built-In Sensors.
IEEE Trans. Veh. Technol., 2022
A tight coupling mapping method to integrate the ESKF, g2o, and point cloud alignment.
J. Supercomput., 2022
Short-Term Forecast of Bicycle Usage in Bike Sharing Systems: A Spatial-Temporal Memory Network.
IEEE Trans. Intell. Transp. Syst., 2022
A Flexible Object-Level Processing Strategy to Enhance the Weight Function-Based Spatiotemporal Fusion Method.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Cybern., 2022
A Multiscale and Multipath Network With Boundary Enhancement for Building Footprint Extraction From Remotely Sensed Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
An Efficient Class-Constrained DBSCAN Approach for Large-Scale Point Cloud Clustering.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Subpixel Change Detection Based on Improved Abundance Values for Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
CGSANet: A Contour-Guided and Local Structure-Aware Encoder-Decoder Network for Accurate Building Extraction From Very High-Resolution Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
IEEE Robotics Autom. Lett., 2022
Extracting Human Activity Areas from Large-Scale Spatial Data with Varying Densities.
ISPRS Int. J. Geo Inf., 2022
Monitoring the spatiotemporal change of Dongting Lake wetland by integrating Landsat and MODIS images, from 2001 to 2020.
Ecol. Informatics, 2022
Improving short-term bike sharing demand forecast through an irregular convolutional neural network.
CoRR, 2022
A deep-learning approach for modelling pedestrian movement uncertainty in large- scale indoor areas.
Int. J. Appl. Earth Obs. Geoinformation, 2022
PolyU-BPCoMa: A dataset and benchmark towards mobile colorized mapping using a backpack multisensorial system.
Int. J. Appl. Earth Obs. Geoinformation, 2022
IDA-Net: Intensity-distribution aware networks for semantic segmentation of 3D MLS point clouds in indoor corridor environments.
Int. J. Appl. Earth Obs. Geoinformation, 2022
A LSTM-based approach for modelling the movement uncertainty of indoor trajectories with mobile sensing data.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Reference-free method for investigating classification uncertainty in large-scale land cover datasets.
Int. J. Appl. Earth Obs. Geoinformation, 2022
2021
IEEE Trans. Geosci. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
A Two-Phase Clustering Approach for Urban Hotspot Detection With Spatiotemporal and Network Constraints.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Road Extraction Using a Dual Attention Dilated-LinkNet Based on Satellite Images and Floating Vehicle Trajectory Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Road Extraction from High Resolution Remote Sensing Images Based on Vector Field Learning.
Sensors, 2021
Superior PM2.5 Estimation by Integrating Aerosol Fine Mode Data from the Himawari-8 Satellite in Deep and Classical Machine Learning Models.
Remote. Sens., 2021
Remote. Sens., 2021
Subpixel Change Detection Based on Radial Basis Function with Abundance Image Difference Measure for Remote Sensing Images.
Remote. Sens., 2021
Novel Framework for 3D Road Extraction Based on Airborne LiDAR and High-Resolution Remote Sensing Imagery.
Remote. Sens., 2021
IEEE Robotics Autom. Lett., 2021
IEEE Geosci. Remote. Sens. Lett., 2021
A Review of Human Mobility Research Based on Big Data and Its Implication for Smart City Development.
ISPRS Int. J. Geo Inf., 2021
A Data-Driven Framework for Analyzing Spatial Distribution of the Elderly Cardholders by Using Smart Card Data.
ISPRS Int. J. Geo Inf., 2021
A Proposed Framework for Identification of Indicators to Model High-Frequency Cities.
ISPRS Int. J. Geo Inf., 2021
A comprehensive quality assessment framework for linear features from Volunteered Geographic Information.
Int. J. Geogr. Inf. Sci., 2021
Int. J. Geogr. Inf. Sci., 2021
An adaptive approach for modelling the movement uncertainty in trajectory data based on the concept of error ellipses.
Int. J. Geogr. Inf. Sci., 2021
Analysis of the performance and robustness of methods to detect base locations of individuals with geo-tagged social media data.
Int. J. Geogr. Inf. Sci., 2021
Tree-based ensemble deep learning model for spatiotemporal surface ozone (O<sub>3</sub>) prediction and interpretation.
Int. J. Appl. Earth Obs. Geoinformation, 2021
FastLCD: A fast and compact loop closure detection approach using 3D point cloud for indoor mobile mapping.
Int. J. Appl. Earth Obs. Geoinformation, 2021
2020
IEEE Trans. Geosci. Remote. Sens., 2020
IEEE Trans. Geosci. Remote. Sens., 2020
Automatic Building Extraction via Adaptive Iterative Segmentation With LiDAR Data and High Spatial Resolution Imagery Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
An RSSI Classification and Tracing Algorithm to Improve Trilateration-Based Positioning.
Sensors, 2020
Remote. Sens., 2020
Improved Denoising of VIIRS Nighttime Light Imagery for Estimating Electric Power Consumption.
IEEE Geosci. Remote. Sens. Lett., 2020
An Advanced Superpixel-Based Markov Random Field Model for Unsupervised Change Detection.
IEEE Geosci. Remote. Sens. Lett., 2020
Structural Elements Detection and Reconstruction (SEDR): A Hybrid Approach for Modeling Complex Indoor Structures.
ISPRS Int. J. Geo Inf., 2020
An Adaptive Cutoff Frequency Selection Approach for Fast Fourier Transform Method and Its Application into Short-Term Traffic Flow Forecasting.
ISPRS Int. J. Geo Inf., 2020
An Approach for Filter Divergence Suppression in a Sequential Data Assimilation System and Its Application in Short-Term Traffic Flow Forecasting.
ISPRS Int. J. Geo Inf., 2020
Analysis of the Temporal Characteristics of the Elderly Traveling by Bus Using Smart Card Data.
ISPRS Int. J. Geo Inf., 2020
ISPRS Int. J. Geo Inf., 2020
Exploring Travel Patterns during the Holiday Season - A Case Study of Shenzhen Metro System During the Chinese Spring Festival.
ISPRS Int. J. Geo Inf., 2020
Statistical Correlation between Monthly Electric Power Consumption and VIIRS Nighttime Light.
ISPRS Int. J. Geo Inf., 2020
An empirical study on the intra-urban goods movement patterns using logistics big data.
Int. J. Geogr. Inf. Sci., 2020
Appl. Soft Comput., 2020
2019
An Accurate and Robust Region-Growing Algorithm for Plane Segmentation of TLS Point Clouds Using a Multiscale Tensor Voting Method.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Land Cover Change Detection from High-Resolution Remote Sensing Imagery Using Multitemporal Deep Feature Collaborative Learning and a Semi-supervised Chan-Vese Model.
Remote. Sens., 2019
Uncertainty Assessment in Multitemporal Land Use/Cover Mapping with Classification System Semantic Heterogeneity.
Remote. Sens., 2019
Remote. Sens., 2019
Monitoring of Land Use/Land Cover and Socioeconomic Changes in South China over the Last Three Decades Using Landsat and Nighttime Light Data.
Remote. Sens., 2019
A Novel Method for Plane Extraction from Low-Resolution Inhomogeneous Point Clouds and its Application to a Customized Low-Cost Mobile Mapping System.
Remote. Sens., 2019
Reference-Free Measurement of the Classification Reliability of Vector-Based Land Cover Mapping.
IEEE Geosci. Remote. Sens. Lett., 2019
KSII Trans. Internet Inf. Syst., 2019
ISPRS Int. J. Geo Inf., 2019
Examining the sensitivity of spatial scale in cellular automata Markov chain simulation of land use change.
Int. J. Geogr. Inf. Sci., 2019
Recommending attractive thematic regions by semantic community detection with multi-sourced VGI data.
Int. J. Geogr. Inf. Sci., 2019
STLP-GSM: a method to predict future locations of individuals based on geotagged social media data.
Int. J. Geogr. Inf. Sci., 2019
Customer attractiveness evaluation and classification of urban commercial centers by crowd intelligence.
Comput. Hum. Behav., 2019
IEEE Access, 2019
Synergy of Satellite Image and Volunteered Geographic Information to Change Analysis of Impervious Surface.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
2018
Indicator-Kriging-Integrated Evidence Theory for Unsupervised Change Detection in Remotely Sensed Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Landslide Inventory Mapping From Bitemporal High-Resolution Remote Sensing Images Using Change Detection and Multiscale Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Enhanced Spatially Constrained Remotely Sensed Imagery Classification Using a Fuzzy Local Double Neighborhood Information C-Means Clustering Algorithm.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
A Computational Model of Watermark Algorithmic Robustness Capable of Resisting Image Cropping for Remote Sensing Images.
Sensors, 2018
Remote. Sens., 2018
Method Based on Edge Constraint and Fast Marching for Road Centerline Extraction from Very High-Resolution Remote Sensing Images.
Remote. Sens., 2018
Remote. Sens., 2018
ISPRS Int. J. Geo Inf., 2018
ISPRS Int. J. Geo Inf., 2018
Int. J. Geogr. Inf. Sci., 2018
Uncertainty modeling and analysis of surface area calculation based on a regular grid digital elevation model (DEM).
Int. J. Geogr. Inf. Sci., 2018
Uncertainty modelling and analysis of volume calculations based on a regular grid digital elevation model (DEM).
Comput. Geosci., 2018
Proceedings of the IEEE International Conference on Image Processing, 2018
2017
A Novel Adaptive Fuzzy Local Information C-Means Clustering Algorithm for Remotely Sensed Imagery Classification.
IEEE Trans. Geosci. Remote. Sens., 2017
Approximate Area-to-Point Regression Kriging for Fast Hyperspectral Image Sharpening.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Semi-Automatic System for Land Cover Change Detection Using Bi-Temporal Remote Sensing Images.
Remote. Sens., 2017
Pervasive Mob. Comput., 2017
Change Detection Based on Gabor Wavelet Features for Very High Resolution Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2017
Int. J. Data Warehous. Min., 2017
2016
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Novel Approach to Unsupervised Change Detection Based on a Robust Semi-Supervised FCM Clustering Algorithm.
Remote. Sens., 2016
Novel Object-Based Filter for Improving Land-Cover Classification of Aerial Imagery with Very High Spatial Resolution.
Remote. Sens., 2016
Rigorous Line-Based Transformation Model Using the Generalized Point Strategy for the Rectification of High Resolution Satellite Imagery.
Remote. Sens., 2016
A Scale-Driven Change Detection Method Incorporating Uncertainty Analysis for Remote Sensing Images.
Remote. Sens., 2016
J. Sensors, 2016
J. Sensors, 2016
Data Min. Knowl. Discov., 2016
2015
IEEE Trans. Geosci. Remote. Sens., 2015
Indicator Cokriging-Based Subpixel Mapping Without Prior Spatial Structure Information.
IEEE Trans. Geosci. Remote. Sens., 2015
Correction to "Extracting Man-Made Objects From High Spatial Resolution Remote Sensing Images via Fast Level Set Evolutions".
IEEE Trans. Geosci. Remote. Sens., 2015
Extracting Man-Made Objects From High Spatial Resolution Remote Sensing Images via Fast Level Set Evolutions.
IEEE Trans. Geosci. Remote. Sens., 2015
A Multilevel Stratified Spatial Sampling Approach for the Quality Assessment of Remote-Sensing-Derived Products.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Corrections to "Semiautomatic Airport Runway Extraction Using a Line-Finder-Aided Level Set Evolution".
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Remote. Sens., 2015
Advancing of Land Surface Temperature Retrieval Using Extreme Learning Machine and Spatio-Temporal Adaptive Data Fusion Algorithm.
Remote. Sens., 2015
Use of GMM and SCMS for Accurate Road Centerline Extraction from the Classified Image.
J. Sensors, 2015
Earth Sci. Informatics, 2015
Int. J. Appl. Earth Obs. Geoinformation, 2015
Scale selecting of building information statistical grids with spatial autocorrelation.
Proceedings of the 2nd IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, 2015
2014
IEEE Trans. Geosci. Remote. Sens., 2014
An Integrated Method for Urban Main-Road Centerline Extraction From Optical Remotely Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Morphological Profiles Based on Differently Shaped Structuring Elements for Classification of Images With Very High Spatial Resolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Semiautomatic Airport Runway Extraction Using a Line-Finder-Aided Level Set Evolution.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Classification of Very High Spatial Resolution Imagery Based on a New Pixel Shape Feature Set.
IEEE Geosci. Remote. Sens. Lett., 2014
Spatial-Attraction-Based Markov Random Field Approach for Classification of High Spatial Resolution Multispectral Imagery.
IEEE Geosci. Remote. Sens. Lett., 2014
Local Spectrum-Trend Similarity Approach for Detecting Land-Cover Change by Using SPOT-5 Satellite Images.
IEEE Geosci. Remote. Sens. Lett., 2014
Class Allocation for Soft-Then-Hard Subpixel Mapping Algorithms With Adaptive Visiting Order of Classes.
IEEE Geosci. Remote. Sens. Lett., 2014
Utilizing Multiple Subpixel Shifted Images in Subpixel Mapping With Image Interpolation.
IEEE Geosci. Remote. Sens. Lett., 2014
Spectral-Spatial Classification and Shape Features for Urban Road Centerline Extraction.
IEEE Geosci. Remote. Sens. Lett., 2014
IEEE Geosci. Remote. Sens. Lett., 2014
The Generalized-Line-Based Iterative Transformation Model for Imagery Registration and Rectification.
IEEE Geosci. Remote. Sens. Lett., 2014
A Fast Level Set Algorithm for Building Roof Recognition From High Spatial Resolution Panchromatic Images.
IEEE Geosci. Remote. Sens. Lett., 2014
IEEE Geosci. Remote. Sens. Lett., 2014
Extracting man-made objects from remote sensing images via fast level set evolutions.
CoRR, 2014
Assessing the effects of land use spatial structure on urban heat islands using HJ-1B remote sensing imagery in Wuhan, China.
Int. J. Appl. Earth Obs. Geoinformation, 2014
2013
A Reliability-Based Multi-Algorithm Fusion Technique in Detecting Changes in Land Cover.
Remote. Sens., 2013
Examining the Satellite-Detected Urban Land Use Spatial Patterns Using Multidimensional Fractal Dimension Indices.
Remote. Sens., 2013
Object-Based Spatial Feature for Classification of Very High Resolution Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2013
Road Centerline Extraction From High-Resolution Imagery Based on Shape Features and Multivariate Adaptive Regression Splines.
IEEE Geosci. Remote. Sens. Lett., 2013
Spatial analysis of water mains failure clusters and factors: a Hong Kong case study.
Ann. GIS, 2013
A statistical simulation model for positional error of line features in Geographic Information Systems (GIS).
Int. J. Appl. Earth Obs. Geoinformation, 2013
2012
Fuzzy-Topology-Integrated Support Vector Machine for Remotely Sensed Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2012
Analysis of Airborne Particulate Matter (PM<sub>2.5</sub>) over Hong Kong Using Remote Sensing and GIS.
Sensors, 2012
Proceedings of the Die Dynamik sozialer und sprachlicher Netzwerke, 2012
2011
Int. J. Appl. Earth Obs. Geoinformation, 2011
2010
IEEE Trans. Geosci. Remote. Sens., 2010
Thirty Years of Research on Spatial Data Quality: Achievements, Failures, and Opportunities.
Trans. GIS, 2010
Measuring positional error of circular curve features in Geographic information systems (GIS).
Comput. Geosci., 2010
2009
Introducing scale parameters for adjusting area objects in GIS based on least squares and variance component estimation.
Int. J. Geogr. Inf. Sci., 2009
Quantitative fuzzy topological relations of spatial objects by induced fuzzy topology.
Int. J. Appl. Earth Obs. Geoinformation, 2009
2008
IEEE Trans. Geosci. Remote. Sens., 2008
2007
IEEE Trans. Image Process., 2007
A fuzzy topology for computing the interior, boundary, and exterior of spatial objects quantitatively in GIS.
Comput. Geosci., 2007
Extended model of topological relations between spatial objects in geographic information systems.
Int. J. Appl. Earth Obs. Geoinformation, 2007
2006
Partially Supervised Classification: Based on Weighted Unlabeled Samples Support Vector Machine.
Int. J. Data Warehous. Min., 2006
A hybrid interpolation method for the refinement of a regular grid digital elevation model.
Int. J. Geogr. Inf. Sci., 2006
Computing the fuzzy topological relations of spatial objects based on induced fuzzy topology.
Int. J. Geogr. Inf. Sci., 2006
Positional error modeling for line simplification based on automatic shape similarity analysis in GIS.
Comput. Geosci., 2006
A WebGIS Based General Framework of Information Management and Aided Decision Making System for Earthquake Disaster Reduction.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006
Proceedings of the Innovations in 3D Geo Information Systems, 2006
Proceedings of the Innovations in 3D Geo Information Systems, 2006
2005
An integrated TIN and Grid method for constructing multi-resolution digital terrain models.
Int. J. Geogr. Inf. Sci., 2005
Constructing multi-resolution triangulated irregular network model for visualization.
Comput. Geosci., 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005
Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005
2004
GeoInformatica, 2004
Proceedings of the Rough Sets and Current Trends in Computing, 2004
2003
An object-oriented data model for complex objects in three-dimensional geographical information systems.
Int. J. Geogr. Inf. Sci., 2003
Int. J. Geogr. Inf. Sci., 2003
Ann. GIS, 2003
Proceedings of the ACM-GIS 2003, 2003
2002
The line segment match method for extracting road network from high-resolution satellite images.
IEEE Trans. Geosci. Remote. Sens., 2002
GeoInformatica, 2002
2001
Measuring Uncertainty of Spatial Features in a Three-Dimensional Geographical Information System Based upon Numerical Analysis.
Ann. GIS, 2001
2000
Development of Voronoi-based cellular automata -an integrated dynamic model for Geographical Information Systems.
Int. J. Geogr. Inf. Sci., 2000
Int. J. Geogr. Inf. Sci., 2000
1998
Int. J. Geogr. Inf. Sci., 1998
Statistical Tests of the Distribution of Errors in Manually Digitized Cartographic Lines.
Ann. GIS, 1998