Scene classification based on a hierarchical convolutional sparse auto-encoder for high spatial resolution imagery

Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks

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

Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery

(2016) Bei Zhao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

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

An efficient and effective convolutional auto-encoder extreme learning machine network for 3d feature learning

(2016) Yueqing Wang et al.   NEUROCOMPUTING

Building feature space of extreme learning machine with sparse denoising stacked-autoencoder

(2016) Le-le Cao et al.   NEUROCOMPUTING

The Fisher Kernel Coding Framework for High Spatial Resolution Scene Classification

(2016) Bei Zhao et al.   Remote Sensing

Multiview Deep Learning for Land-Use Classification

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

Semantic Classification of Heterogeneous Urban Scenes Using Intrascene Feature Similarity and Interscene Semantic Dependency

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

Saliency-Guided Unsupervised Feature Learning for Scene Classification

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

Scene classification based on multifeature probabilistic latent semantic analysis for high spatial resolution remote sensing images

(2015) Yanfei Zhong et al.   Journal of Applied Remote Sensing

Deep learning

(2015) Yann LeCun et al.   NATURE

A Linear Dirichlet Mixture Model for decomposing scenes: Application to analyzing urban functional zonings

(2015) Xiuyuan Zhang et al.   REMOTE SENSING OF ENVIRONMENT

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

Stacked Autoencoders for Unsupervised Feature Learning and Multiple Organ Detection in a Pilot Study Using 4D Patient Data

(2013) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Geographic Object-Based Image Analysis – Towards a new paradigm

(2013) Thomas Blaschke et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Scene classification via latent Dirichlet allocation using a hybrid generative/discriminative strategy for high spatial resolution remote sensing imagery

(2013) Bei Zhao et al.   Remote Sensing Letters

Automatic landslide detection from remote-sensing imagery using a scene classification method based on BoVW and pLSA

(2012) Gong Cheng et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery

(2011) Soe W. Myint et al.   REMOTE SENSING OF ENVIRONMENT

On the classification of remote sensing high spatial resolution image data

(2010) Marlos Henrique Batista et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Semantic Annotation of Satellite Images Using Latent Dirichlet Allocation

(2009) Marie Lienou et al.   IEEE Geoscience and Remote Sensing Letters