VEPL-Net: A Deep Learning Ensemble for Automatic Segmentation of Vegetation Encroachment in Power Line Corridors Using UAV Imagery

Improvement of deep learning Method for water body segmentation of remote sensing images based on attention modules

(2023) Tiantian Shi et al.   Earth Science Informatics

Detection of Pine Wilt Disease Using Time Series UAV Imagery and Deep Learning Semantic Segmentation

(2023) Min-Gyu Lee et al.   Forests

RSLC-Deeplab: A Ground Object Classification Method for High-Resolution Remote Sensing Images

(2023) Zhimin Yu et al.   Electronics

VEPL Dataset: A Vegetation Encroachment in Power Line Corridors Dataset for Semantic Segmentation of Drone Aerial Orthomosaics

(2023) Mateo Cano-Solis et al.   Data

Automatic Extraction of Power Lines from Aerial Images of Unmanned Aerial Vehicles

(2022) Jiang Song et al.   SENSORS

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

A review of deep learning methods for semantic segmentation of remote sensing imagery

(2020) Xiaohui Yuan et al.   EXPERT SYSTEMS WITH APPLICATIONS

MAP-Net: Multiple Attending Path Neural Network for Building Footprint Extraction From Remote Sensed Imagery

(2020) Qing Zhu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Transfer learning between crop types for semantic segmentation of crops versus weeds in precision agriculture

(2019) Petra Bosilj et al.   Journal of Field Robotics

Semantic segmentation of slums in satellite images using transfer learning on fully convolutional neural networks

(2019) Michael Wurm et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet++

(2019) Daifeng Peng et al.   Remote Sensing

Road Detection and Centerline Extraction Via Deep Recurrent Convolutional Neural Network U-Net

(2019) Xiaofei Yang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A survey on deep learning techniques for image and video semantic segmentation

(2018) Alberto Garcia-Garcia et al.   APPLIED SOFT COMPUTING

Building Extraction at Scale Using Convolutional Neural Network: Mapping of the United States

(2018) Hsiuhan Lexie Yang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Automatic autonomous vision-based power line inspection: A review of current status and the potential role of deep learning

(2018) Van Nhan Nguyen et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Vegetation encroachment monitoring for transmission lines right-of-ways: A survey

(2012) Junaid Ahmad et al.   ELECTRIC POWER SYSTEMS RESEARCH