DenseNet-Based Depth-Width Double Reinforced Deep Learning Neural Network for High-Resolution Remote Sensing Image Per-Pixel Classification

Scene Classification Based on Two-Stage Deep Feature Fusion

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

Unsupervised Spectral–Spatial Feature Learning via Deep Residual Conv–Deconv Network for Hyperspectral Image Classification

(2018) Lichao Mou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Two-Stream Deep Architecture for Hyperspectral Image Classification

(2018) Siyuan Hao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multisource Remote Sensing Data Classification Based on Convolutional Neural Network

(2018) Xiaodong Xu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hyperspectral Image Classification With Deep Feature Fusion Network

(2018) Weiwei Song et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Convolutional SVM Networks for Object Detection in UAV Imagery

(2018) Yakoub Bazi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An Unsupervised Convolutional Feature Fusion Network for Deep Representation of Remote Sensing Images

(2017) Yang Yu et al.   IEEE Geoscience and Remote Sensing Letters

Road Structure Refined CNN for Road Extraction in Aerial Image

(2017) Yanan Wei 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-Restricted Deconvolutional Neural Network for Very High Resolution Remote-Sensing Image Classification

(2017) Yiting Tao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification

(2017) Erzhu Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Accurate Object Localization in Remote Sensing Images Based on Convolutional Neural Networks

(2017) Yang Long et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification

(2017) Emmanuel Maggiori et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Dense Semantic Labeling of Subdecimeter Resolution Images With Convolutional Neural Networks

(2017) Michele Volpi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Going Deeper With Contextual CNN for Hyperspectral Image Classification

(2017) Hyungtae Lee et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

GAN-Assisted Two-Stream Neural Network for High-Resolution Remote Sensing Image Classification

(2017) Yiting Tao et al.   Remote Sensing

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

Spectral–Spatial Feature Extraction for Hyperspectral Image Classification: A Dimension Reduction and Deep Learning Approach

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

Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images

(2016) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

(2016) Yushi Chen 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

Scene Classification via a Gradient Boosting Random Convolutional Network Framework

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

A Color-Texture-Structure Descriptor for High-Resolution Satellite Image Classification

(2016) Huai Yu et al.   Remote Sensing

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

(2016) Longhui Huang et al.   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

Fusion of Scores in a Detection Context Based on Alpha Integration

(2015) Antonio Soriano et al.   NEURAL COMPUTATION

Textural–Spectral Feature-Based Species Classification of Mangroves in Mai Po Nature Reserve from Worldview-3 Imagery

(2015) Ting Wang et al.   Remote Sensing

Deep Learning-Based Classification of Hyperspectral Data

(2014) Yushi Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Identification of hazelnut fields using spectral and Gabor textural features

(2011) Selçuk Reis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING