List of works - Ce Zhang

A Global Perspective on Drinking-Water and Sanitation Classification: An Evaluation of Census Content

scientific article

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

scholarly article by Xiaowei Gu et al published March 2018 in IEEE Geoscience and Remote Sensing Letters

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

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

scientific article published on 8 July 2021

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

scientific article published in April 2022

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

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

scientific article published in September 2023

A novel multi-parameter support vector machine for image classification

A spatio-temporal unmixing with heterogeneity model for the identification of remotely sensed MODIS aerosols: Exemplified by the case of Africa

scientific article published in August 2024

ABCNet: Attentive bilateral contextual network for efficient semantic segmentation of Fine-Resolution remotely sensed imagery

scientific article published in November 2021

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

scholarly article by Ce Zhang et al published October 2018 in Remote Sensing of Environment

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

scientific article published on 20 October 2022

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

scientific article published on 27 May 2023

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

scientific article published in 2024

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

scientific article published in August 2023

Full year crop monitoring and separability assessment with fully-polarimetric L-band UAVSAR: A case study in the Sacramento Valley, California

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

scientific article published in 2022

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

scientific article published in 2022

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

scientific article published in 2023

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

scientific article published in 2019

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

scientific article published in 2022

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

scientific article published in November 2022

Novel shape indices for vector landscape pattern analysis

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

scientific article published on 10 December 2021

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

scientific article published in December 2023

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

scientific article published in October 2022

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

scientific article published in 2023

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

scientific article published in August 2022

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

scholarly article by Ce Zhang et al published August 2018 in IEEE Transactions on Geoscience and Remote Sensing

List of works by Ce Zhang

A Global Perspective on Drinking-Water and Sanitation Classification: An Evaluation of Census Content

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

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

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

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

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

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

A novel multi-parameter support vector machine for image classification

A spatio-temporal unmixing with heterogeneity model for the identification of remotely sensed MODIS aerosols: Exemplified by the case of Africa

ABCNet: Attentive bilateral contextual network for efficient semantic segmentation of Fine-Resolution remotely sensed imagery

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

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

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

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

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

Full year crop monitoring and separability assessment with fully-polarimetric L-band UAVSAR: A case study in the Sacramento Valley, California

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

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

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

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

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

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

Novel shape indices for vector landscape pattern analysis

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

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

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

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

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

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