Ce Zhang

Work

The University of Bristol
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Member

United Kingdom of Great Britain and Northern Ireland

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UK Centre for Ecology & Hydrology
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Fellow in UK Centre for Ecology and Hydrology

United Kingdom of Great Britain and Northern Ireland

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University of Bristol
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Lecturer

United Kingdom of Great Britain and Northern Ireland

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The University of Bristol
|

Academic , Lecturer

United Kingdom of Great Britain and Northern Ireland

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Education

Lancaster University
United Kingdom of Great Britain and Northern Ireland

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PhD

University of Twente Faculty of Geo-Information Science and Earth Observation ITC
Netherlands

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Master of Science (MSc)

University of Southampton
United Kingdom of Great Britain and Northern Ireland

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Master of Science (MSc)

Publications

Urban Flood Extent Extraction and Type Recognition Based on Multiple Convolutional Neural Networks

Summary

preprint

MaCon

Published by

IEEE Transactions on Image Processing

Summary

journal-article

Remote sensing intelligent interpretation brain: Real-time intelligent understanding of the Earth

Published by

PNAS Nexus

Summary

journal-article

Remote sensing intelligent interpretation brain

Published by

PNAS Nexus

Summary

journal-article

Evaluating multi-seasonal SAR and optical imagery for above-ground biomass estimation using the national forest inventory of Zambia

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Evaluating multi-seasonal SAR and optical imagery for above-ground biomass estimation using the national forest inventory of Zambia

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Mapping tropical dry Miombo woodlands into functional forest classes using Sentinel-1 and Sentinel-2 imagery and machine learning

Published by

Remote Sensing Applications: Society and Environment

Summary

journal-article

MaCon: A Generic Self-Supervised Framework for Unsupervised Multimodal Change Detection

Published by

IEEE Transactions on Image Processing

Summary

journal-article

Mapping Tropical Dry Miombo Woodlands into Functional Forest Classes Using Sentinel-1 and Sentinel-2 Imagery and Machine Learning

Published by

Remote Sensing Applications: Society and Environment

Summary

journal-article

Adapting the Segment Anything Model for SAR-Based Flood Detection Using Parameter-Efficient Fine-Tuning Techniques

Summary

preprint

Shrub species, cover and biomass from affordable UAV observations

Summary

preprint

Satellite-based monitoring of the world’s largest terrestrial mammal migration using deep learning 

Summary

preprint

An efficient and generalisable approach for mapping paddy rice fields based on their unique spectra during the transplanting period leveraging the CIE colour space

Published by

Remote Sensing of Environment

Summary

journal-article

TDMSANet: A Tri-Dimensional Multi-Head Self-Attention Network for Improved Crop Classification from Multitemporal Fine-Resolution Remotely Sensed Images

Published by

Remote Sensing

Summary

journal-article

TDMSANet: A Tri-Dimensional Multi-Head Self-Attention Network for Improved Crop Classification from Multitemporal Fine-Resolution Remotely Sensed Images

Published by

Remote Sensing

Summary

journal-article

TDMSANet

Published by

Remote Sensing

Summary

journal-article

Tracking hourly PM2.5 using geostationary satellite sensor images and multiscale spatiotemporal deep learning

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Tracking hourly PM2.5 using geostationary satellite sensor images and multiscale spatiotemporal deep learning

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Tracking hourly PM2.5 using geostationary satellite sensor images and multiscale spatiotemporal deep learning

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

A full-coverage satellite-based global atmospheric CO2 dataset at 0.05° resolution from 2015 to 2021 for exploring global carbon dynamics

Summary

preprint

A spatio-temporal unmixing with heterogeneity model for the identification of remotely sensed MODIS aerosols

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Downscaling satellite night-time light imagery while addressing the blooming effect

Published by

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Summary

journal-article

Downscaling Satellite Night-Time Light Imagery While Addressing the Blooming Effect

Published by

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Summary

journal-article

Downscaling satellite night-time light imagery while addressing the blooming effect

Published by

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Summary

journal-article

GPT, large language models (LLMs) and generative artificial intelligence (GAI) models in geospatial science

Published by

International Journal of Digital Earth

Summary

journal-article

Object-Based Semi-Supervised Spatial Attention Residual UNet for Urban High-Resolution Remote Sensing Image Classification

Published by

Remote Sensing

Summary

journal-article

Object-Based Semi-Supervised Spatial Attention Residual UNet for Urban High-Resolution Remote Sensing Image Classification

Published by

Remote Sensing

Summary

journal-article

Object-Based Semi-Supervised Spatial Attention Residual UNet for Urban High-Resolution Remote Sensing Image Classification

Published by

Remote Sensing

Summary

journal-article

Object-Based Semi-Supervised Spatial Attention Residual UNet for Urban High-Resolution Remote Sensing Image Classification

Published by

Remote Sensing

Summary

journal-article

Spatial-Pooling-Based Graph Attention U-Net for Hyperspectral Image Classification

Published by

Remote Sensing

Summary

journal-article

Spatial-Pooling-Based Graph Attention U-Net for Hyperspectral Image Classification

Published by

Remote Sensing

Summary

journal-article

Spatial-Pooling-Based Graph Attention U-Net for Hyperspectral Image Classification

Published by

Remote Sensing

Summary

journal-article

Spatial-Pooling-Based Graph Attention U-Net for Hyperspectral Image Classification

Published by

Remote Sensing

Summary

journal-article

A Lightweight Building Extraction Approach for Contour Recovery in Complex Urban Environments

Published by

Remote Sensing

Summary

journal-article

A Lightweight Building Extraction Approach for Contour Recovery in Complex Urban Environments

Published by

Remote Sensing

Summary

journal-article

A Lightweight Building Extraction Approach for Contour Recovery in Complex Urban Environments

Published by

Remote Sensing

Summary

journal-article

Multisource Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification

Published by

IEEE Transactions on Geoscience and Remote Sensing

Summary

journal-article

Multi-Source Collaborative Domain Generalization for Cross-Scene Remote Sensing Image Classification

Published by

IEEE Transactions on Geoscience and Remote Sensing

Summary

journal-article

UAV Photogrammetry in Intertidal Mudflats

Published by

Remote Sensing

Summary

journal-article

UAV Photogrammetry in Intertidal Mudflats: Accuracy, Efficiency, and Potential for Integration with Satellite Imagery

Published by

Remote Sensing

Summary

journal-article

UAV Photogrammetry in Intertidal Mudflats: Accuracy, Efficiency, and Potential for Integration with Satellite Imagery

Published by

Remote Sensing

Summary

journal-article

Multi-Feature Collaborative Fusion Network with Deep Supervision for SAR Ship Classification

Published by

IEEE Transactions on Geoscience and Remote Sensing

Summary

journal-article

Multifeature Collaborative Fusion Network With Deep Supervision for SAR Ship Classification

Published by

IEEE Transactions on Geoscience and Remote Sensing

Summary

journal-article

Multifeature Collaborative Fusion Network with Deep Supervision for SAR Ship Classification

Published by

IEEE Transactions on Geoscience and Remote Sensing

Summary

journal-article

Spatio-temporal multi-level attention crop mapping method using time-series SAR imagery

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Spatio-temporal multi-level attention crop mapping method using time-series SAR imagery

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Spatio-temporal multi-level attention crop mapping method using time-series SAR imagery

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Monitoring of Supraglacial Lake Distribution and Full-Year Changes Using Multisource Time-Series Satellite Imagery

Published by

Remote Sensing

Summary

journal-article

Monitoring of Supraglacial Lake Distribution and Full-Year Changes Using Multisource Time-Series Satellite Imagery

Published by

Remote Sensing

Summary

journal-article

Monitoring of Supraglacial Lake Distribution and Full-Year Changes Using Multisource Time-Series Satellite Imagery

Published by

Remote Sensing

Summary

journal-article

Monitoring of Supraglacial Lake Distribution and Full-Year Changes Using Multisource Time-Series Satellite Imagery

Published by

Remote Sensing

Summary

journal-article

A Semi-Supervised Domain Alignment Transformer for Hyperspectral Images Change Detection

Published by

IEEE Transactions on Geoscience and Remote Sensing

Summary

journal-article

A Semi-Supervised Domain Alignment Transformer for Hyperspectral Images Change Detection

Published by

IEEE Transactions on Geoscience and Remote Sensing

Summary

journal-article

Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Tide2Topo

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

UAV Photogrammetry in Intertidal Mudflats

Published by

Remote Sensing

Summary

journal-article

Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Multi-scale Feature Fusion and Transformer Network for urban green space segmentation from high-resolution remote sensing images

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Aircraft Detection from Low SCNR SAR Imagery Using Coherent Scattering Enhancement and Fused Attention Pyramid

Published by

Remote Sensing

Summary

journal-article

Aircraft Detection from Low SCNR SAR Imagery Using Coherent Scattering Enhancement and Fused Attention Pyramid

Published by

Remote Sensing

Summary

journal-article

Aircraft Detection from Low SCNR SAR Imagery Using Coherent Scattering Enhancement and Fused Attention Pyramid

Published by

Remote Sensing

Summary

journal-article

Aircraft Detection from Low SCNR SAR Imagery Using Coherent Scattering Enhancement and Fused Attention Pyramid

Published by

Remote Sensing

Summary

journal-article

A novel Greenness and Water Content Composite Index (GWCCI) for soybean mapping from single remotely sensed multispectral images

Published by

Remote Sensing of Environment

Summary

journal-article

A novel Greenness and Water Content Composite Index (GWCCI) for soybean mapping from single remotely sensed multispectral images

Published by

Remote Sensing of Environment

Summary

journal-article

Downscaling satellite night-time lights imagery to support within-city applications using a spatially non-stationary model

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Downscaling satellite night-time lights imagery to support within-city applications using a spatially non-stationary model

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Mapping Deforestation and Recovery of Tropical Montane Forests of East Africa

Published by

Frontiers in Environmental Science

Summary

journal-article

Mapping deforestation and recovery of tropical montane forests of East Africa

Published by

Frontiers in Environmental Science

Summary

journal-article

Efficient large-scale oblique image matching based on cascade hashing and match data scheduling

Published by

Pattern Recognition

Summary

journal-article

Efficient large-scale oblique image matching based on cascade hashing and match data scheduling

Published by

Pattern Recognition

Summary

journal-article

Tide2Topo

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Tide2Topo: A new method for mapping intertidal topography accurately in complex estuaries and bays with time-series Sentinel-2 images

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Deep learning enables satellite-based monitoring of large populations of terrestrial mammals across heterogeneous landscape

Published by

Nature Communications

Summary

journal-article

Deep learning enables satellite-based monitoring of large populations of terrestrial mammals across heterogeneous landscape

Published by

Nature Communications

Summary

journal-article

Deep learning enables satellite-based monitoring of large populations of terrestrial mammals across heterogeneous landscape

Published by

Nature Communications

Summary

journal-article

UNetFormer

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Combining SAR images with land cover products for rapid urban flood mapping

Published by

Frontiers in Environmental Science

Summary

journal-article

How the Air Clean Plan and carbon mitigation measures co-benefited China in PM2.5 reduction and health from 2014 to 2020

Published by

Environment International

Summary

journal-article

How the Air Clean Plan and carbon mitigation measures co-benefited China in PM2.5 reduction and health from 2014 to 2020

Published by

Environment International

Summary

journal-article

Nonlocal feature learning based on a variational graph auto-encoder network for small area change detection using SAR imagery

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Nonlocal feature learning based on a variational graph auto-encoder network for small area change detection using SAR imagery

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Nonlocal feature learning based on a variational graph auto-encoder network for small area change detection using SAR imagery

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Temporal sequence Object-based CNN (TS-OCNN) for crop classification from fine resolution remote sensing image time-series

Published by

Crop Journal

Summary

journal-article

Temporal sequence Object-based CNN (TS-OCNN) for crop classification from fine resolution remote sensing image time-series

Published by

Crop Journal

Summary

journal-article

Combining SAR Images with Land Cover Products for Rapid Urban Flood Mapping

Published by

Frontiers in Environmental Science

Summary

journal-article

Class-guided Swin Transformer for Semantic Segmentation of Remote Sensing Imagery

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

Class-Guided Swin Transformer for Semantic Segmentation of Remote Sensing Imagery

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

Class-Guided Swin Transformer for Semantic Segmentation of Remote Sensing Imagery

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

Application of UAV-Based Photogrammetry Wthout Ground Control Points in Quantifying Intertidal Mudflat Morphodynamics

Published by

IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium

Summary

conference-paper

Application of UAV-Based Photogrammetry Wthout Ground Control Points in Quantifying Intertidal Mudflat Morphodynamics

Published by

2022 IEEE International Geoscience and Remote Sensing Symposium, Kuala Lumpur, Malaysia, 17/07/22

Summary

conference-presentation

Mapping urban night lights at a fine spatial resolution: downscaling VIIRS using geographically weighted area-to-point regression Kriging

Published by

Abstracts of the ICA

Summary

journal-article

Mapping urban night lights at a fine spatial resolution

Summary

conference-output

Adaptive Multiscale Superpixel Embedding Convolutional Neural Network for Land Use Classification

Published by

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Summary

journal-article

Analysis of Change in Maize Plantation Distribution and Its Driving Factors in Heilongjiang Province, China

Published by

Remote Sensing

Summary

journal-article

Adaptive Multiscale Superpixel Embedding Convolutional Neural Network for Land Use Classification

Published by

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Summary

journal-article

Robust Brain Age Estimation based on sMRI via Nonlinear Age-Adaptive Ensemble Learning

Published by

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Summary

journal-article

Robust Brain Age Estimation Based on sMRI via Nonlinear Age-Adaptive Ensemble Learning

Published by

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Summary

journal-article

Robust Brain Age Estimation Based on sMRI via Nonlinear Age-Adaptive Ensemble Learning

Published by

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Summary

journal-article

UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

UNetFormer

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Analysis of Change in Maize Plantation Distribution and Its Driving Factors in Heilongjiang Province, China

Published by

Remote Sensing

Summary

journal-article

Analysis of Change in Maize Plantation Distribution and Its Driving Factors in Heilongjiang Province, China

Published by

Remote Sensing

Summary

journal-article

Analysis of Change in Maize Plantation Distribution and Its Driving Factors in Heilongjiang Province, China

Published by

Remote Sensing

Summary

journal-article

Mapping three-dimensional morphological characteristics of tidal salt-marsh channels using UAV structure-from-motion photogrammetry

Published by

Geomorphology

Summary

journal-article

Mapping three-dimensional morphological characteristics of tidal salt-marsh channels using UAV structure-from-motion photogrammetry

Published by

Geomorphology

Summary

journal-article

A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis

Published by

IEEE Transactions on Pattern Analysis and Machine Intelligence

Summary

journal-article

A Semi-Supervised Deep Rule-Based Approach for Complex Satellite Sensor Image Analysis

Published by

IEEE Transactions on Pattern Analysis and Machine Intelligence

Summary

journal-article

Satellite observations reveal morphological changes in Asian deltas from 1986 to 2018

Published by

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Summary

journal-article

SATELLITE OBSERVATIONS REVEAL MORPHOLOGICAL CHANGES IN ASIAN DELTAS FROM 1986 TO 2018

Published by

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Summary

journal-article

Satellite observations reveal morphological changes in asian deltas from 1986 to 2018

Published by

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Summary

journal-article

Land cover classification from remote sensing images based on multi-scale fully convolutional network

Published by

Geo-spatial Information Science

Summary

journal-article

Land cover classification from remote sensing images based on multi-scale fully convolutional network

Published by

Geo-spatial Information Science

Summary

journal-article

Land cover classification from remote sensing images based on multi-scale fully convolutional network

Published by

Geo-Spatial Information Science

Summary

journal-article

A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification

Published by

Information Fusion

Summary

journal-article

A Self-Training Hierarchical Prototype-based Ensemble Framework for Remote Sensing Scene Classification

Published by

Information Fusion

Summary

journal-article

An Attention-Based U-Net for Detecting Deforestation Within Satellite Sensor Imagery

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

An attention-based U-Net for detecting deforestation within satellite sensor imagery

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Data-Driven Sentinel-2 Based Deep Feature Extraction to Improve Insect Species Distribution Models

Summary

preprint

Deep learning for recognizing fine detailed crop types using time series satellite radar images

Summary

preprint

A2-FPN for semantic segmentation of fine-resolution remotely sensed images

Published by

International Journal of Remote Sensing

Summary

journal-article

A2-FPN for semantic segmentation of fine-resolution remotely sensed images

Published by

International Journal of Remote Sensing

Summary

journal-article

A2-FPN for semantic segmentation of fine-resolution remotely sensed images

Published by

International Journal of Remote Sensing

Summary

journal-article

Multiattention Network for Semantic Segmentation of Fine-Resolution Remote Sensing Images

Published by

IEEE Transactions on Geoscience and Remote Sensing

Summary

journal-article

Multiattention Network for Semantic Segmentation of Fine-Resolution Remote Sensing Images

Published by

IEEE Transactions on Geoscience and Remote Sensing

Summary

journal-article

An inventory of supraglacial lakes and channels across the West Antarctic Ice Sheet

Published by

Earth System Science Data

Summary

journal-article

An inventory of supraglacial lakes and channels across the West Antarctic Ice Sheet

Published by

Earth System Science Data

Summary

journal-article

An inventory of supraglacial lakes and channels across the West Antarctic Ice Sheet

Published by

Earth System Science Data

Summary

journal-article

Superpixel-Based Attention Graph Neural Network for Semantic Segmentation in Aerial Images

Published by

Remote Sensing

Summary

journal-article

Superpixel-Based Attention Graph Neural Network for Semantic Segmentation in Aerial Images

Published by

Remote Sensing

Summary

journal-article

Superpixel-Based Attention Graph Neural Network for Semantic Segmentation in Aerial Images

Published by

Remote Sensing

Summary

journal-article

Superpixel-Based Attention Graph Neural Network for Semantic Segmentation in Aerial Images

Published by

Remote Sensing

Summary

journal-article

First and Second-order Information Fusion Networks for Remote Sensing Scene Classification

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

First and Second-Order Information Fusion Networks for Remote Sensing Scene Classification

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

A Novel Transformer based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

Multistage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

Multi-stage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

Framework to create cloud-free remote sensing data using passenger aircraft as the platform

Published by

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Summary

journal-article

MACU-Net for Semantic Segmentation of Fine-Resolution Remotely Sensed Images

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

Multistage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing Images

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

Scale-Aware Neural Network for Semantic Segmentation of Multi-Resolution Remote Sensing Images

Published by

Remote Sensing

Summary

journal-article

Scale-Aware Neural Network for Semantic Segmentation of Multi-Resolution Remote Sensing Images

Published by

Remote Sensing

Summary

journal-article

Scale-Aware Neural Network for Semantic Segmentation of Multi-Resolution Remote Sensing Images

Published by

Remote Sensing

Summary

journal-article

Scale-aware neural network for semantic segmentation of multi-resolution remote sensing images

Published by

Remote Sensing

Summary

journal-article

ABCNet

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

ABCNet

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Monitoring Grassland Degradation and Restoration Using a Novel Climate Use Efficiency (NCUE) Index in the Tibetan Plateau, China

Published by

Ecological Indicators

Summary

journal-article

Monitoring grassland degradation and restoration using a novel climate use efficiency (NCUE) index in the Tibetan Plateau, China

Published by

Ecological Indicators

Summary

journal-article

Simplified object-based deep neural network for very high resolution remote sensing image classification

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Simplified object-based deep neural network for very high resolution remote sensing image classification

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

A Scale Sequence Object-based Convolutional Neural Network (SS-OCNN) for crop classification from fine spatial resolution remotely sensed imagery

Published by

International Journal of Digital Earth

Summary

journal-article

A Scale Sequence Object-based Convolutional Neural Network (SS-OCNN) for crop classification from fine spatial resolution remotely sensed imagery

Published by

International Journal of Digital Earth

Summary

journal-article

A Scale Sequence Object-based Convolutional Neural Network (SS-OCNN) for crop classification from fine spatial resolution remotely sensed imagery

Published by

International Journal of Digital Earth

Summary

journal-article

Iterative Deep Learning (IDL) for agricultural landscape classification using fine spatial resolution remotely sensed imagery

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Iterative Deep Learning (IDL) for agricultural landscape classification using fine spatial resolution remotely sensed imagery

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Automatic Detection and Mapping of Espeletia Plants from UAV Imagery

Published by

2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS

Summary

conference-paper

Automatic Detection and Mapping of Espeletia Plants from UAV Imagery

Published by

2021 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2021, Brussels, Belgium, 12/07/21

Summary

conference-presentation

Quantifying delta channel network changes with Landsat time-series data

Published by

Journal of Hydrology

Summary

journal-article

Quantifying delta channel network changes with Landsat time-series data

Published by

Journal of Hydrology

Summary

journal-article

ME-Net: A Multi-Scale Erosion Network for Crisp Building Edge Detection from Very High Resolution Remote Sensing Imagery

Published by

Remote Sensing

Summary

journal-article

ME-Net: A Multi-Scale Erosion Network for Crisp Building Edge Detection from Very High Resolution Remote Sensing Imagery

Published by

Remote Sensing

Summary

journal-article

ME-Net

Published by

Remote Sensing

Summary

journal-article

Me-Net

Published by

Remote Sensing

Summary

journal-article

An inventory of supraglacial lakes and channels across the West Antarctic Ice Sheet

Summary

preprint

Framework to Create Cloud-Free Remote Sensing Data Using Passenger Aircraft as the Platform

Published by

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Summary

journal-article

An Adaptive Capsule Network for Hyperspectral Remote Sensing Classification

Published by

Remote Sensing

Summary

journal-article

An Adaptive Capsule Network for Hyperspectral Remote Sensing Classification

Published by

Remote Sensing

Summary

journal-article

An Adaptive Capsule Network for Hyperspectral Remote Sensing Classification

Published by

Remote Sensing

Summary

journal-article

Uncertainty assessment of drought characteristics projections in humid subtropical basins in China based on multiple CMIP5 models and different index definitions

Published by

Journal of Hydrology

Summary

journal-article

Uncertainty assessment of drought characteristics projections in humid subtropical basins in China based on multiple CMIP5 models and different index definitions

Published by

Journal of Hydrology

Summary

journal-article

Uncertainty assessment of drought characteristics projections in humid subtropical basins in China based on multiple CMIP5 models and different index definitions

Published by

Journal of Hydrology

Summary

journal-article

Ensembles of multiple spectral water indices for improving surface water classification

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Ensembles of multiple spectral water indices for improving surface water classification

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Ensembles of multiple spectral water indices for improving surface water classification

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Automated mapping of supraglacial hydrology using Machine Learning

Summary

other

Robust unsupervised small area change detection from SAR imagery using deep learning

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Robust unsupervised small area change detection from SAR imagery using deep learning

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Boundary-Aware Refined Network for Automatic Building Extraction in Very High-Resolution Urban Aerial Images

Published by

Remote Sensing

Summary

journal-article

BARNet

Published by

Remote Sensing

Summary

journal-article

Boundary-Aware Refined Network for Automatic Building Extraction in Very High-Resolution Urban Aerial Images

Published by

Remote Sensing

Summary

journal-article

Boundary-aware refined network for automatic building extraction in very high-resolution urban aerial images

Published by

Remote Sensing

Summary

journal-article

R-YOLO: A Real-Time Text Detector for Natural Scenes with Arbitrary Rotation

Published by

Sensors

Summary

journal-article

R-YOLO: A Real-Time Text Detector for Natural Scenes with Arbitrary Rotation

Published by

Sensors

Summary

journal-article

R-YOLO

Published by

Sensors

Summary

journal-article

R-yolo

Published by

Sensors (Switzerland)

Summary

journal-article

Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data

Published by

Remote Sensing

Summary

journal-article

Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data

Published by

Remote Sensing

Summary

journal-article

Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data

Published by

Remote Sensing

Summary

journal-article

Estimating artificial impervious surface percentage in asia by fusing multi-temporal modis and viirs nighttime light data

Published by

Remote Sensing

Summary

journal-article

An adaptive capsule network for hyperspectral remote sensing classification

Published by

Remote Sensing

Summary

journal-article

Multiattention Network for Semantic Segmentation of Fine-Resolution Remote Sensing Images

Published by

IEEE Transactions on Geoscience and Remote Sensing

Summary

journal-article

First and Second-Order Information Fusion Networks for Remote Sensing Scene Classification

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

Two-Phase Object-Based Deep Learning for Multi-Temporal SAR Image Change Detection

Published by

Remote Sensing

Summary

journal-article

Remotely sensed mid-channel bar dynamics in downstream of the three Gorges Dam, China

Published by

Remote Sensing

Summary

journal-article

Opportunities for machine learning and artificial intelligence in national mapping agencies

Published by

International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences

Summary

journal-article

OPPORTUNITIES FOR MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE IN NATIONAL MAPPING AGENCIES: ENHANCING ORDNANCE SURVEY WORKFLOW

Published by

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Summary

journal-article

Identifying and mapping individual plants in a highly diverse high-elevation ecosystem using UAV imagery and deep learning

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Two-Phase Object-Based Deep Learning for Multi-temporal SAR Image Change Detection

Summary

preprint

Two-phase object-based deep learning for multi-temporal SAR image change detection

Published by

Remote Sensing

Summary

journal-article

Identifying and mapping individual plants in a highly diverse high-elevation ecosystem using UAV imagery and deep learning

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Opportunities for machine learning and artificial intelligence in national mapping agencies: enhancing ordnance survey workflow

Published by

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives

Summary

journal-article

Joint Deep Learning: A novel framework for urban land cover and land use classification

Published by

GISRUK 2020, 21/07/20

Summary

conference-paper

Crop classification from full-year fully-polarimetric L-band UAVSAR time-series using the Random Forest algorithm

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Crop classification from full-year fully-polarimetric L-band UAVSAR time-series using the Random Forest algorithm

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Scale Sequence Joint Deep Learning (SS-JDL) for land use and land cover classification

Published by

Remote Sensing of Environment

Summary

journal-article

Scale Sequence Joint Deep Learning (SS-JDL) for land use and land cover classification

Published by

Remote Sensing of Environment

Summary

journal-article

Scale Sequence Joint Deep Learning (SS-JDL) for land use and land cover classification

Published by

Remote Sensing of Environment

Summary

journal-article

Remotely Sensed Mid-Channel Bar Dynamics in Downstream of the Three Gorges Dam, China

Published by

Remote Sensing

Summary

journal-article

Identifying and mapping individual plants in a highly diverse high-elevation ecosystem using UAV imagery and deep learning

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

Remotely Sensed Mid-Channel Bar Dynamics in Downstream of the Three Gorges Dam, China

Published by

Remote Sensing

Summary

journal-article

Two-Phase Object-Based Deep Learning for Multi-Temporal SAR Image Change Detection

Published by

Remote Sensing

Summary

journal-article

Two-Phase Object-Based Deep Learning for Multi-Temporal SAR Image Change Detection

Published by

Remote Sensing

Summary

journal-article

Three-decadal dynamics of mid-channel bars in downstream of the Three Gorges Dam, China

Summary

other

A hybrid OSVM-OCNN Method for Crop Classification from Fine Spatial Resolution Remotely Sensed Imagery

Published by

Remote Sensing

Summary

journal-article

A hybrid OSVM-OCNN Method for Crop Classification from Fine Spatial Resolution Remotely Sensed Imagery

Published by

Remote Sensing

Summary

journal-article

A hybrid OSVM-OCNN method for crop classification from fine spatial resolution remotely sensed imagery

Published by

Remote Sensing

Summary

journal-article

Assessing the Uncertainty of Tree Height and Aboveground Biomass From Terrestrial Laser Scanner and Hypsometer Using Airborne LiDAR Data in Tropical Rainforests

Published by

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Summary

journal-article

Assessing the uncertainty of tree height and Aboveground Biomass from Terrestrial Laser Scanner and Hypsometer using Airborne LiDAR data in Tropical rainforests

Published by

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Summary

journal-article

Assessing the Uncertainty of Tree Height and Aboveground Biomass from Terrestrial Laser Scanner and Hypsometer Using Airborne LiDAR Data in Tropical Rainforests

Published by

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Summary

journal-article

Monitoring Land Cover Change and Disturbance of the Mount Wutai World Cultural Landscape Heritage Protected Area, Based on Remote Sensing Time-Series Images from 1987 to 2018

Published by

Remote Sensing

Summary

journal-article

Monitoring land cover change and disturbance of the Mount Wutai World Cultural Landscape Heritage Protected Area based on Remote Sensing time-series image from 1987 to 2018

Published by

Remote Sensing

Summary

journal-article

Monitoring Land Cover Change and Disturbance of the Mount Wutai World Cultural Landscape Heritage Protected Area, Based on Remote Sensing Time-Series Images from 1987 to 2018

Published by

Remote Sensing

Summary

journal-article

Monitoring land cover change and disturbance of the Mount Wutai World cultural landscape heritage protected area, based on remote sensing time-series images from 1987 to 2018

Published by

Remote Sensing

Summary

journal-article

Supplementary material to "Three-decadal dynamics of mid-channel bars in downstream of the Three Gorges Dam, China"

Summary

other

Full year crop monitoring and separability assessment with fully-polarimetric L-band UAVSAR

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Full year crop monitoring and separability assessment with fully-polarimetric L-band UAVSAR

Published by

International Journal of Applied Earth Observation and Geoinformation

Summary

journal-article

Joint Deep Learning for land cover and land use classification

Published by

Remote Sensing of Environment

Summary

journal-article

Joint Deep Learning for land cover and land use classification

Published by

Remote Sensing of Environment

Summary

journal-article

Joint Deep Learning for land cover and land use classification

Published by

Remote Sensing of Environment

Summary

journal-article

An object-based convolutional neural network (OCNN) for urban land use classification

Published by

Remote Sensing of Environment

Summary

journal-article

VPRS-Based Regional Decision Fusion of CNN and MRF Classifications for Very Fine Resolution Remotely Sensed Images

Published by

IEEE Transactions on Geoscience and Remote Sensing

Summary

journal-article

VPRS-based regional decision fusion of CNN and MRF classifications for very fine resolution remotely sensed images

Published by

IEEE Transactions on Geoscience and Remote Sensing

Summary

journal-article

VPRS-Based regional decision fusion of CNN and MRF classifications for very fine resolution remotely sensed images

Published by

IEEE Transactions on Geoscience and Remote Sensing

Summary

journal-article

A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

An object-based convolutional neural network (OCNN) for urban land use classification

Published by

Remote Sensing of Environment

Summary

journal-article

A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification

Published by

ISPRS Journal of Photogrammetry and Remote Sensing

Summary

journal-article

A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

A Massively Parallel Deep Rule-Based Ensemble Classifier for Remote Sensing Scenes

Published by

IEEE Geoscience and Remote Sensing Letters

Summary

journal-article

An object-based convolutional neural network (OCNN) for urban land use classification

Published by

Remote Sensing of Environment

Summary

journal-article

Deep learning for land cover and land use classification

Summary

dissertation-thesis

A novel unsupervised levy flight particle swarm optimization (Ulpso) method for multispectral remote-sensing image classification

Published by

International Journal of Remote Sensing

Summary

journal-article

A rough set decision tree based MLP-CNN for very high resolution remotely sensed image classification

Published by

International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences

Summary

journal-article

A novel unsupervised Levy flight particle swarm optimization (ULPSO) method for multispectral remote-sensing image classification

Published by

International Journal of Remote Sensing

Summary

journal-article

A novel unsupervised Levy flight particle swarm optimization (ULPSO) method for multispectral remote-sensing image classification

Published by

International Journal of Remote Sensing

Summary

journal-article

Estimating seasonal aboveground biomass of a riparian pioneer plant community

Published by

Ecological Indicators

Summary

journal-article

Modelling and predicting of MODIS leaf area index time series based on a hybrid SARIMA and BP neural network method

Published by

Spectroscopy and Spectral Analysis

Summary

journal-article

Modeling and predicting of MODIS leaf area index time series based on a hybrid SARIMA and BP neural network method

Published by

Guang Pu Xue Yu Guang Pu Fen Xi/Spectroscopy and Spectral Analysis

Summary

journal-article

A rough set decision tree based MLP-CNN for very high resolution remotely sensed image classification

Published by

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives

Summary

journal-article

Estimating seasonal aboveground biomass of a riparian pioneer plant community

Published by

Ecological Indicators

Summary

journal-article

A ROUGH SET DECISION TREE BASED MLP-CNN FOR VERY HIGH RESOLUTION REMOTELY SENSED IMAGE CLASSIFICATION

Published by

The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Summary

journal-article

A novel unsupervised bee colony optimization (UBCO) method for remote sensing image classification

Published by

International Journal of Remote Sensing

Summary

journal-article

Performance Evaluation of Cluster Validity Indices (CVIs) on Multi/Hyperspectral Remote Sensing Datasets

Published by

Remote Sensing

Summary

journal-article

Performance Evaluation of Cluster Validity Indices (CVIs) on Multi/Hyperspectral Remote Sensing Datasets

Published by

Remote Sensing

Summary

journal-article

A global perspective on drinking-water and sanitation classification

Published by

PLOS ONE

Summary

journal-article

Novel shape indices for vector landscape pattern analysis

Published by

International Journal of Geographical Information Science

Summary

journal-article

A global perspective on drinking-water and sanitation classification

Published by

PLoS ONE

Summary

journal-article

Performance evaluation of cluster validity indices (CVIs) on multi/hyperspectral remote sensing datasets

Published by

Remote Sensing

Summary

journal-article

Novel shape indices for vector landscape pattern analysis

Published by

International Journal of Geographical Information Science

Summary

journal-article

A novel unsupervised bee colony optimization (UBCO) method for remote-sensing image classification

Published by

International Journal of Remote Sensing

Summary

journal-article

A novel multi-parameter support vector machine for image classification

Published by

International Journal of Remote Sensing

Summary

journal-article

A novel multi-parameter support vector machine for image classification

Published by

International Journal of Remote Sensing

Summary

journal-article