Land use classification of high resolution remote sensing images using an encoder based modified GAN architecture

Land use classification of remote sensing images based on convolution neural network

(2021) Zhifeng Zhang et al.   Arabian Journal of Geosciences

Vision Transformers for Remote Sensing Image Classification

(2021) Yakoub Bazi et al.   Remote Sensing

Ensemble-based approach for semisupervised learning in remote sensing

(2021) Miguel Plazas et al.   Journal of Applied Remote Sensing

Satellite and Scene Image Classification Based on Transfer Learning and Fine Tuning of ResNet50

(2021) Amsa Shabbir et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

An automated deep learning based satellite imagery analysis for ecology management

(2021) Haya Mesfer Alshahrani et al.   Ecological Informatics

Automated classification of remote sensing images using multileveled MobileNetV2 and DWT techniques

(2021) Can Haktan Karadal et al.   EXPERT SYSTEMS WITH APPLICATIONS

An improved unsupervised representation learning generative adversarial network for remote sensing image scene classification

(2020) Yufan Wei et al.   Remote Sensing Letters

Remote Sensing Scene Classification and Explanation Using RSSCNet and LIME

(2020) Sheng-Chieh Hung et al.   Applied Sciences-Basel

Generative Adversarial Network-Based Full-Space Domain Adaptation for Land Cover Classification From Multiple-Source Remote Sensing Images

(2020) Shunping Ji et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Research on Scene Classification Method of High-Resolution Remote Sensing Images Based on RFPNet

(2019) Zhang et al.   Applied Sciences-Basel

Scale-Free Convolutional Neural Network for Remote Sensing Scene Classification

(2019) Jie Xie et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

AttentionBased Deep Feature Fusion for the Scene Classification of HighResolution Remote Sensing Images

(2019) Zhu et al.   Remote Sensing

A Feature Aggregation Convolutional Neural Network for Remote Sensing Scene Classification

(2019) Xiaoqiang Lu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Robust Space–Frequency Joint Representation for Remote Sensing Image Scene Classification

(2019) Jie Fang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Remote Sensing Scene Classification by Gated Bidirectional Network

(2019) Hao Sun et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Attention GANs: Unsupervised Deep Feature Learning for Aerial Scene Classification

(2019) Yunlong Yu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Skip-Connected Covariance Network for Remote Sensing Scene Classification

(2019) Nanjun He et al.   IEEE Transactions on Neural Networks and Learning Systems

Remote Sensing Scene Classification Using Multilayer Stacked Covariance Pooling

(2018) Nanjun He et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND 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

Scene Classification Based on Multiscale Convolutional Neural Network

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

Scene Classification With Recurrent Attention of VHR Remote Sensing Images

(2018) Qi Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Scene Classification by Coupling Convolutional Neural Networks With Wasserstein Distance

(2018) Yishu Liu et al.   IEEE Geoscience and Remote Sensing Letters

Scene Classification Using Hierarchical Wasserstein CNN

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

MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification

(2017) Daoyu Lin et al.   IEEE Geoscience and Remote Sensing Letters

Deep Feature Fusion for VHR Remote Sensing Scene Classification

(2017) Souleyman Chaib et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Unsupervised Feature Learning for Land-Use Scene Recognition

(2017) Jiayuan Fan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification

(2017) Gui-Song Xia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Remote Sensing Scene Classification by Unsupervised Representation Learning

(2017) Xiaoqiang Lu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Stacked Convolutional Denoising Auto-Encoders for Feature Representation

(2017) Bo Du et al.   IEEE Transactions on Cybernetics

Unsupervised Quaternion Feature Learning for Remote Sensing Image Classification

(2016) Vladimir Risojevic et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Application and Evaluation of a Hierarchical Patch Clustering Method for Remote Sensing Images

(2016) Wei Yao et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A Three-Layered Graph-Based Learning Approach for Remote Sensing Image Retrieval

(2016) Yuebin Wang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Unsupervised Deep Feature Extraction for Remote Sensing Image Classification

(2016) Adriana Romero et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Land-Use Classification With Compressive Sensing Multifeature Fusion

(2015) Mohamed L. Mekhalfi et al.   IEEE Geoscience and Remote Sensing Letters

Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification

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

Effective and Efficient Midlevel Visual Elements-Oriented Land-Use Classification Using VHR Remote Sensing Images

(2015) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Saliency-Guided Unsupervised Feature Learning for Scene Classification

(2015) Fan Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Auto-encoder-based shared mid-level visual dictionary learning for scene classification using very high resolution remote sensing images

(2015) Gong Cheng et al.   IET Computer Vision

Multi-class geospatial object detection and geographic image classification based on collection of part detectors

(2014) Gong Cheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Remote Sensing Image Retrieval With Global Morphological Texture Descriptors

(2013) Erchan Aptoula   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Unsupervised Feature Learning for Aerial Scene Classification

(2013) Anil M. Cheriyadat   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Object detection in remote sensing imagery using a discriminatively trained mixture model

(2013) Gong Cheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automatic Annotation of Satellite Images via Multifeature Joint Sparse Coding With Spatial Relation Constraint

(2012) Xinwei Zheng et al.   IEEE Geoscience and Remote Sensing Letters

Object-oriented classification of high-resolution remote sensing imagery based on an improved colour structure code and a support vector machine

(2010) Haitao Li et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Evaluation of Morphological Texture Features for Mangrove Forest Mapping and Species Discrimination Using Multispectral IKONOS Imagery

(2009) Xin Huang et al.   IEEE Geoscience and Remote Sensing Letters