Tree, Shrub, and Grass Classification Using Only RGB Images

How Well Do Deep Learning-Based Methods for Land Cover Classification and Object Detection Perform on High Resolution Remote Sensing Imagery?

(2020) Xin Zhang et al.   Remote Sensing

Object-Based Change Detection Using Multiple Classifiers and Multi-Scale Uncertainty Analysis

(2019) Kun Tan et al.   Remote Sensing

Smallholder Crop Area Mapped with a Semantic Segmentation Deep Learning Method

(2019) Zhenrong Du et al.   Remote Sensing

Progressive Cascaded Convolutional Neural Networks for Single Tree Detection with Google Earth Imagery

(2019) Tianyang Dong et al.   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

Algorithms for semantic segmentation of multispectral remote sensing imagery using deep learning

(2018) Ronald Kemker et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Urban land-use mapping using a deep convolutional neural network with high spatial resolution multispectral remote sensing imagery

(2018) Bo Huang et al.   REMOTE SENSING OF ENVIRONMENT

Semi-Automated Emergency Landing Site Selection Approach for UAVs

(2018) Bulent Ayhan et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep-learning Versus OBIA for Scattered Shrub Detection with Google Earth Imagery: Ziziphus lotus as Case Study

(2017) Emilio Guirado et al.   Remote Sensing

Semantic Segmentation of Remote Sensing Imagery Using Object-Based Markov Random Field Model With Regional Penalties

(2015) Chen Zheng et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

An Object-Based Approach for Mapping Shrub and Tree Cover on Grassland Habitats by Use of LiDAR and CIR Orthoimages

(2013) Thomas Hellesen et al.   Remote Sensing

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology