Extraction of cropland field parcels with high resolution remote sensing using multi-task learning

Development of a Parcel-Level Land Boundary Extraction Algorithm for Aerial Imagery of Regularly Arranged Agricultural Areas

(2021) Rokgi Hong et al.   Remote Sensing

ResUNet-a: A deep learning framework for semantic segmentation of remotely sensed data

(2020) Foivos I. Diakogiannis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Extracting Agricultural Fields from Remote Sensing Imagery Using Graph-Based Growing Contours

(2020) Matthias P. Wagner et al.   Remote Sensing

Deep learning on edge: Extracting field boundaries from satellite images with a convolutional neural network

(2020) François Waldner et al.   REMOTE SENSING OF ENVIRONMENT

Simultaneous Road Surface and Centerline Extraction From Large-Scale Remote Sensing Images Using CNN-Based Segmentation and Tracing

(2020) Yao Wei et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

DiResNet: Direction-Aware Residual Network for Road Extraction in VHR Remote Sensing Images

(2020) Lei Ding et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Delineation of agricultural fields in smallholder farms from satellite images using fully convolutional networks and combinatorial grouping

(2019) C. Persello et al.   REMOTE SENSING OF ENVIRONMENT

Attention Graph Convolution Network for Image Segmentation in Big SAR Imagery Data

(2019) Fei Ma et al.   Remote Sensing

Delineation of Agricultural Field Boundaries from Sentinel-2 Images Using a Novel Super-Resolution Contour Detector Based on Fully Convolutional Networks

(2019) Khairiya Mudrik Masoud et al.   Remote Sensing

When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs

(2018) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis

(2018) Mariana Belgiu et al.   REMOTE SENSING OF ENVIRONMENT

RoadNet: Learning to Comprehensively Analyze Road Networks in Complex Urban Scenes From High-Resolution Remotely Sensed Images

(2018) Yahui Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Automatic Road Detection and Centerline Extraction via Cascaded End-to-End Convolutional Neural Network

(2017) Guangliang Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Automated cropland mapping of continental Africa using Google Earth Engine cloud computing

(2017) Jun Xiong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Detection of cropland field parcels from Landsat imagery

(2017) Jordan Graesser et al.   REMOTE SENSING OF ENVIRONMENT

Mapping global cropland and field size

(2015) Steffen Fritz et al.   GLOBAL CHANGE BIOLOGY

Automated annual cropland mapping using knowledge-based temporal features

(2015) François Waldner et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automated crop field extraction from multi-temporal Web Enabled Landsat Data

(2014) L. Yan et al.   REMOTE SENSING OF ENVIRONMENT