Synergistic Use of Multi-Temporal RADARSAT-2 and VENµS Data for Crop Classification Based on 1D Convolutional Neural Network

Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series

(2019) Charlotte Pelletier et al.   Remote Sensing

Semantic Segmentation of Building Roof in Dense Urban Environment with Deep Convolutional Neural Network: A Case Study Using GF2 VHR Imagery in China

(2019) Yuchu Qin et al.   SENSORS

On the Use of Neumann Decomposition for Crop Classification Using Multi-Temporal RADARSAT-2 Polarimetric SAR Data

(2019) Qinghua Xie et al.   Remote Sensing

Evaluation of Three Deep Learning Models for Early Crop Classification Using Sentinel-1A Imagery Time Series—A Case Study in Zhanjiang, China

(2019) Hongwei Zhao et al.   Remote Sensing

A multi-temporal binary-tree classification using polarimetric RADARSAT-2 imagery

(2019) Xiaodong Huang et al.   REMOTE SENSING OF ENVIRONMENT

Deep Recurrent Neural Networks for Winter Vegetation Quality Mapping via Multitemporal SAR Sentinel-1

(2018) Dinh Ho Tong Minh et al.   IEEE Geoscience and Remote Sensing Letters

3D Convolutional Neural Networks for Crop Classification with Multi-Temporal Remote Sensing Images

(2018) Shunping Ji et al.   Remote Sensing

Deep Recurrent Neural Network for Agricultural Classification using multitemporal SAR Sentinel-1 for Camargue, France

(2018) Emile Ndikumana et al.   Remote Sensing

Using long short-term memory recurrent neural network in land cover classification on Landsat and Cropland data layer time series

(2018) Ziheng Sun et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A scale robust convolutional neural network for automatic building extraction from aerial and satellite imagery

(2018) Shunping Ji et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A Deep Convolution Neural Network Method for Land Cover Mapping: A Case Study of Qinhuangdao, China

(2018) Yunfeng Hu et al.   Remote Sensing

Deep learning based multi-temporal crop classification

(2018) Liheng Zhong et al.   REMOTE SENSING OF ENVIRONMENT

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

(2017) Nataliia Kussul et al.   IEEE Geoscience and Remote Sensing Letters

Application of polarization signature to land cover scattering mechanism analysis and classification using multi-temporal C-band polarimetric RADARSAT-2 imagery

(2017) Xiaodong Huang et al.   REMOTE SENSING OF ENVIRONMENT

Mapping Winter Wheat with Multi-Temporal SAR and Optical Images in an Urban Agricultural Region

(2017) Tao Zhou et al.   SENSORS

Segment-before-Detect: Vehicle Detection and Classification through Semantic Segmentation of Aerial Images

(2017) Nicolas Audebert et al.   Remote Sensing

Improved Early Crop Type Identification By Joint Use of High Temporal Resolution SAR And Optical Image Time Series

(2016) Jordi Inglada et al.   Remote Sensing

A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring

(2016) Neha Joshi et al.   Remote Sensing

Object-oriented crop mapping and monitoring using multi-temporal polarimetric RADARSAT-2 data

(2014) Xianfeng Jiao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Random forest classification of crop type using multi-temporal TerraSAR-X dual-polarimetric data

(2014) Rei Sonobe et al.   Remote Sensing Letters

Integration of Optical and Synthetic Aperture Radar Imagery for Improving Crop Mapping in Northwestern Benin, West Africa

(2014) Gerald Forkuor et al.   Remote Sensing

Estimating tropical forest biomass more accurately by integrating ALOS PALSAR and Landsat-7 ETM+ data

(2013) Tyas Mutiara Basuki et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Improved Land Cover Mapping using Random Forests Combined with Landsat Thematic Mapper Imagery and Ancillary Geographic Data

(2013) Xiaodong Na et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Crop Classification by Multitemporal C- and L-Band Single- and Dual-Polarization and Fully Polarimetric SAR

(2011) Henning Skriver   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Integration of optical and Synthetic Aperture Radar (SAR) imagery for delivering operational annual crop inventories

(2008) Heather McNairn et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING