Remote Sensing Image Scene Classification Using CNN-CapsNet

The recognition of rice images by UAV based on capsule network

(2018) Yu Li et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

Scene Classification via Triplet Networks

(2018) Yishu Liu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Binary patterns encoded convolutional neural networks for texture recognition and remote sensing scene classification

(2018) Rao Muhammad Anwer et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

An object-based supervised classification framework for very-high-resolution remote sensing images using convolutional neural networks

(2018) Xiaodong Zhang et al.   Remote Sensing Letters

Deep Salient Feature Based Anti-Noise Transfer Network for Scene Classification of Remote Sensing Imagery

(2018) Xi Gong et al.   Remote Sensing

Training Small Networks for Scene Classification of Remote Sensing Images via Knowledge Distillation

(2018) Guanzhou Chen et al.   Remote Sensing

Remote Sensing Scene Classification Based on Convolutional Neural Networks Pre-Trained Using Attention-Guided Sparse Filters

(2018) Jingbo Chen et al.   Remote Sensing

Improving Remote Sensing Scene Classification by Integrating Global-Context and Local-Object Features

(2018) Dan Zeng et al.   Remote Sensing

Scene Classification Based on a Deep Random-Scale Stretched Convolutional Neural Network

(2018) Yanfei Liu et al.   Remote Sensing

Concentric Circle Pooling in Deep Convolutional Networks for Remote Sensing Scene Classification

(2018) Kunlun Qi et al.   Remote Sensing

Very Deep Convolutional Neural Networks for Complex Land Cover Mapping Using Multispectral Remote Sensing Imagery

(2018) Masoud Mahdianpari et al.   Remote Sensing

A Two-Stream Deep Fusion Framework for High-Resolution Aerial Scene Classification

(2018) Yunlong Yu et al.   Computational Intelligence and Neuroscience

Analysis of the inter-dataset representation ability of deep features for high spatial resolution remote sensing image scene classification

(2018) Lijun Zhao et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Hyperspectral Image Classification with Capsule Network Using Limited Training Samples

(2018) Fei Deng et al.   SENSORS

MS-CapsNet: A Novel Multi-Scale Capsule Network

(2018) Canqun Xiang et al.   IEEE SIGNAL PROCESSING LETTERS

Remote Sensing Image Scene Classification Using Bag of Convolutional Features

(2017) Gong Cheng et al.   IEEE Geoscience and Remote Sensing Letters

Land-Use Classification via Extreme Learning Classifier Based on Deep Convolutional Features

(2017) Qian Weng et al.   IEEE Geoscience and Remote Sensing Letters

Fusing Local and Global Features for High-Resolution Scene Classification

(2017) Xiaoyong Bian et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Deep Feature Fusion for VHR Remote Sensing Scene Classification

(2017) Souleyman Chaib 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

Towards better exploiting convolutional neural networks for remote sensing scene classification

(2017) Keiller Nogueira et al.   PATTERN RECOGNITION

Remote Sensing Image Scene Classification: Benchmark and State of the Art

(2017) Gong Cheng et al.   PROCEEDINGS OF THE IEEE

Bag-of-Visual-Words Scene Classifier With Local and Global Features for High Spatial Resolution Remote Sensing Imagery

(2016) Qiqi Zhu et al.   IEEE Geoscience and Remote Sensing Letters

Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks

(2016) Dimitrios Marmanis et al.   IEEE Geoscience and Remote Sensing Letters

Scene Classification via a Gradient Boosting Random Convolutional Network Framework

(2016) Fan Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Scene classification using local and global features with collaborative representation fusion

(2016) Jinyi Zou et al.   INFORMATION SCIENCES

Using convolutional features and a sparse autoencoder for land-use scene classification

(2016) Esam Othman et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Large patch convolutional neural networks for the scene classification of high spatial resolution imagery

(2016) Yanfei Zhong et al.   Journal of Applied Remote Sensing

Deep Learning Based Feature Selection for Remote Sensing Scene Classification

(2015) Qin Zou et al.   IEEE Geoscience and Remote Sensing Letters

Bag of Lines (BoL) for Improved Aerial Scene Representation

(2015) Harini Sridharan et al.   IEEE Geoscience and Remote Sensing Letters

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Land-use scene classification using multi-scale completed local binary patterns

(2015) Chen Chen et al.   Signal Image and Video Processing

Pixel-based and object-based classifications using high- and medium-spatial-resolution imageries in the urban and suburban landscapes

(2015) Ronald C. Estoque et al.   Geocarto International

Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery

(2015) Fan Hu et al.   Remote Sensing

Land-Use Scene Classification Using a Concentric Circle-Structured Multiscale Bag-of-Visual-Words Model

(2014) Li-Jun Zhao et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Indexing of Remote Sensing Images With Different Resolutions by Multiple Features

(2013) Bin Luo et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Unsupervised Feature Learning for Aerial Scene Classification

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

Extreme value theory-based calibration for the fusion of multiple features in high-resolution satellite scene classification

(2013) Wen Shao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Airborne SAR-Efficient Signal Processing for Very High Resolution

(2013) Hubert M. J. Cantalloube et al.   PROCEEDINGS OF THE IEEE

Scene classification using a multi-resolution bag-of-features model

(2012) Li Zhou et al.   PATTERN RECOGNITION

Parallel Hyperspectral Image and Signal Processing [Applications Corner]

(2011) Antonio Plaza et al.   IEEE SIGNAL PROCESSING MAGAZINE

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