PulseNetOne: Fast Unsupervised Pruning of Convolutional Neural Networks for Remote Sensing

Remote Sensing Image Scene Classification Using CNN-CapsNet

(2019) Wei Zhang et al.   Remote Sensing

A new image classification method using CNN transfer learning and web data augmentation

(2018) Dongmei Han et al.   EXPERT SYSTEMS WITH APPLICATIONS

Scene Classification via Triplet Networks

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

Fusing Object Semantics and Deep Appearance Features for Scene Recognition

(2018) Ning Sun et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Learning Multiscale Deep Features for High-Resolution Satellite Image Scene Classification

(2018) Qingshan Liu 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

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

(2018) Guanzhou Chen 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

Hybrid Collaborative Representation for Remote-Sensing Image Scene Classification

(2018) Bao-Di Liu et al.   Remote Sensing

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

Multi-Scale Multi-Feature Context Modeling for Scene Recognition in the Semantic Manifold

(2017) Xinhang Song et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

G-MS2F: GoogLeNet based multi-stage feature fusion of deep CNN for scene recognition

(2017) Pengjie Tang et al.   NEUROCOMPUTING

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

Pre-Trained AlexNet Architecture with Pyramid Pooling and Supervision for High Spatial Resolution Remote Sensing Image Scene Classification

(2017) Xiaobing Han et al.   Remote Sensing

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

A spectral–structural bag-of-features scene classifier for very high spatial resolution remote sensing imagery

(2016) Bei Zhao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND 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

Remote Sensing Image Scene Classification Using Multi-Scale Completed Local Binary Patterns and Fisher Vectors

(2016) Longhui Huang et al.   Remote Sensing

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

(2016) Liangpei Zhang et al.   IEEE Geoscience and Remote Sensing Magazine

A Comparative Study of Bag-of-Words and Bag-of-Topics Models of EO Image Patches

(2015) Reza Bahmanyar et al.   IEEE Geoscience and Remote Sensing Letters

Multiview Deep Learning for Land-Use Classification

(2015) F. P. S. Luus et al.   IEEE Geoscience and Remote Sensing Letters

Saliency-Guided Unsupervised Feature Learning for Scene Classification

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

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

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

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

(2015) Fan Hu et al.   Remote Sensing

Unsupervised Feature Learning for Aerial Scene Classification

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

High-resolution satellite scene classification using a sparse coding based multiple feature combination

(2011) Guofeng Sheng et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING