Jiancheng Luo

Orcid: 0000-0002-1417-3995

According to our database1, Jiancheng Luo authored at least 74 papers between 2003 and 2024.

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Bibliography

2024
PGNN-Net: Parallel Graph Neural Networks for Hyperspectral Image Classification Using Multiple Spatial-Spectral Features.
Remote. Sens., September, 2024

NPSFF-Net: Enhanced Building Segmentation in Remote Sensing Images via Novel Pseudo-Siamese Feature Fusion.
Remote. Sens., September, 2024

A Solar Radiation-Based Method for Generating Spatially Seamless and Temporally Consistent Land Surface Temperature.
IEEE Trans. Geosci. Remote. Sens., 2024

Local-Global Context-Aware Generative Dual-Region Adversarial Networks for Remote Sensing Scene Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2024

2023
PWSC: a novel clustering method based on polynomial weight-adjusted sparse clustering for sparse biomedical data and its application in cancer subtyping.
BMC Bioinform., December, 2023

Abandoned Land Mapping Based on Spatiotemporal Features from PolSAR Data via Deep Learning Methods.
Remote. Sens., August, 2023

An Efficient Object Detection Algorithm Based on Improved YOLOv5 for High-Spatial-Resolution Remote Sensing Images.
Remote. Sens., August, 2023

Spatial prediction using random forest spatial interpolation with sample augmentation: a case study for precipitation mapping.
Earth Sci. Informatics, March, 2023

BSNet: Boundary-semantic-fusion network for farmland parcel mapping in high-resolution satellite images.
Comput. Electron. Agric., March, 2023

Dual-Stream Feature Extraction Network Based on CNN and Transformer for Building Extraction.
Remote. Sens., 2023

2022
Building Change Detection Based on an Edge-Guided Convolutional Neural Network Combined with a Transformer.
Remote. Sens., 2022

Land Geoparcel-Based Spatial Downscaling for the Microwave Remotely Sensed Soil Moisture Product.
IEEE Geosci. Remote. Sens. Lett., 2022

Context-Based Multiscale Unified Network for Missing Data Reconstruction in Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Mapping crop leaf area index at the parcel level via inverting a radiative transfer model under spatiotemporal constraints: A case study on sugarcane.
Comput. Electron. Agric., 2022

2021
Geo-Parcel-Based Change Detection Using Optical and SAR Images in Cloudy and Rainy Areas.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Geoparcel-Based Spatial Prediction Method for Grassland Fractional Vegetation Cover Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Identification and Portrait of Urban Functional Zones Based on Multisource Heterogeneous Data and Ensemble Learning.
Remote. Sens., 2021

Geo-Object-Based Vegetation Mapping via Machine Learning Methods with an Intelligent Sample Collection Scheme: A Case Study of Taibai Mountain, China.
Remote. Sens., 2021

EAA-Net: A novel edge assisted attention network for single image dehazing.
Knowl. Based Syst., 2021

2020
Disaggregating County-Level Census Data for Population Mapping Using Residential Geo-Objects With Multisource Geo-Spatial Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Geo-Object-Based Land Cover Map Update for High-Spatial-Resolution Remote Sensing Images via Change Detection and Label Transfer.
Remote. Sens., 2020

Farmland Parcel Mapping in Mountain Areas Using Time-Series SAR Data and VHR Optical Images.
Remote. Sens., 2020

2019
Geo-Object-Based Soil Organic Matter Mapping Using Machine Learning Algorithms With Multi-Source Geo-Spatial Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Synchronous Response Analysis of Features for Remote Sensing Crop Classification Based on Optical and SAR Time-Series Data.
Sensors, 2019

DCN-Based Spatial Features for Improving Parcel-Based Crop Classification Using High-Resolution Optical Images and Multi-Temporal SAR Data.
Remote. Sens., 2019

Weighted Double-Logistic Function Fitting Method for Reconstructing the High-Quality Sentinel-2 NDVI Time Series Data Set.
Remote. Sens., 2019

DE-Net: Deep Encoding Network for Building Extraction from High-Resolution Remote Sensing Imagery.
Remote. Sens., 2019

Geo-parcel-based geographical thematic mapping using C5.0 decision tree: a case study of evaluating sugarcane planting suitability.
Earth Sci. Informatics, 2019

Predicting Tumor Mutational Burden from Liver Cancer Pathological Images Using Convolutional Neural Network.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Improved sugarcane LAI estimation using radiative transfer models with spatial constraint.
Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

Geo-parcel based Crops Classification with Sentinel-1 Time Series Data via Recurrent Reural Network.
Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

Contour-oriented Cropland Extraction from High Resolution Remote Sensing Imagery Using Richer Convolution Features Network.
Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

Fine mapping of key soil nutrient content using high resolution remote sensing image to support precision agriculture in Northwest China.
Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

2018
A Long Time-Series Radiometric Normalization Method for Landsat Images.
Sensors, 2018

A Thin-Cloud Mask Method for Remote Sensing Images Based on Sparse Dark Pixel Region Detection.
Remote. Sens., 2018

A Spectral-Temporal Patch-Based Missing Area Reconstruction for Time-Series Images.
Remote. Sens., 2018

Unsupervised Object-Based Change Detection via a Weibull Mixture Model-Based Binarization for High-Resolution Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2018

Deep Extraction of Cropland Parcels from Very High-Resolution Remotely Sensed Imagery.
Proceedings of the 2018 7th International Conference on Agro-geoinformatics (Agro-geoinformatics), 2018

Digital Mapping of Soil Available Phosphorus Supported by AI Technology for Precision Agriculture.
Proceedings of the 2018 7th International Conference on Agro-geoinformatics (Agro-geoinformatics), 2018

2017
Geo-Parcel Based Crop Identification by Integrating High Spatial-Temporal Resolution Imagery from Multi-Source Satellite Data.
Remote. Sens., 2017

2015
High-Resolution Mapping of Urban Surface Water Using ZY-3 Multi-Spectral Imagery.
Remote. Sens., 2015

High Spatial Resolution Remote Sensing Data Computing Pattern Based on Feature Primitives.
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

2014
Multiscale Water Body Extraction in Urban Environments From Satellite Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

2012
Adaptive thematic object extraction from remote sensing image based on spectral matching.
Int. J. Appl. Earth Obs. Geoinformation, 2012

Adaptive extraction of water in urban areas based on local iteration using high-resolution multi-spectral image.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
China Digital Ocean Prototype System.
Int. J. Digit. Earth, 2011

Bostenlake Wetlands Water Level Automatic Retrieval and Trends Analysis Based on ICESatGLAS Global Laser Point Data.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

Estimation of impervious surface based on integrated analysis of classification and regression by using SVM.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Coastal wetland automatic extraction based on remote sensing spatial - Spectral (Tupu) coupled information.
Proceedings of the IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, 2011

Ship recognition from high resolution remote sensing imagery aided by spatial relationship.
Proceedings of the IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, 2011

Spatial knowledge based complicated urban area classification from high-resolution remote sensing image.
Proceedings of the IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, 2011

2010
Automatic multisensor image registration based on global and local geometric consistent edge segments.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Road extraction from high-resolution remotely sensed panchromatic image in different research scales.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Lake shrinkage analysis using spectral-spatial coupled remote sensing on Tibetan Plateau.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

High-precise water extraction based on spectral-spatial coupled remote sensing information.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Automatic remote sensing image registration based on SIFT descriptor and image classification.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

Modified local variance based method for selecting the optimal spatial resolution of remote sensing image.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

2008
Research on Urban Spatial Information Extraction and Land Use Analysis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

Using Synthetic Variable ratio Method to Fuse Multi-source Remotely Sensed Images Based on Sensor Spectral Response.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007
Distributed computing model for processing remotely sensed images based on grid computing.
Inf. Sci., 2007

2006
A highly robust estimator for regression models.
Pattern Recognit. Lett., 2006

A New Method for Feature Mining in Remotely Sensed Images.
GeoInformatica, 2006

A Mathematical Morphology Based Scale Space Method for the Mining of Linear Features in Geographic Data.
Data Min. Knowl. Discov., 2006

2005
System design and implementation of digital-image processing using computational grids.
Comput. Geosci., 2005

A modified clustering algorithm for data mining.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Features based parcel unit extraction from high resolution image.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

A new method for merging IKONOS panchromatic and multispectral image data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

A Shape Constraints Based Method to Recognize Ship Objects from High Spatial Resolution Remote Sensed Imagery.
Proceedings of the Computational Science, 2005

Linear Belts Mining from Spatial Database with Mathematical Morphological Operators.
Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005

2004
An elliptical basis function network for classification of remote sensing images.
J. Geogr. Syst., 2004

Architecture design of grid GIS and its applications on image processing based on LAN.
Inf. Sci., 2004

Fast Segmentation of High-Resolution Satellite Images Using Watershed Transform Combined with an Efficient Region Merging Approach.
Proceedings of the Combinatorial Image Analysis, 10th InternationalWorkshop, 2004

2003
An elliptical basis function network for classification of remote-sensing images.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

A hybrid multi-scale segmentation approach for remotely sensed imagery.
Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003


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