A Two-Branch CNN Architecture for Land Cover Classification of PAN and MS Imagery

Fully Convolutional Networks for Semantic Segmentation of Very High Resolution Remotely Sensed Images Combined With DSM

(2018) Weiwei Sun et al.   IEEE Geoscience and Remote Sensing Letters

Very High Resolution Object-Based Land Use–Land Cover Urban Classification Using Extreme Gradient Boosting

(2018) Stefanos Georganos et al.   IEEE Geoscience and Remote Sensing Letters

Large-Scale Remote Sensing Image Retrieval by Deep Hashing Neural Networks

(2018) Yansheng Li 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

Recurrent Multiresolution Convolutional Networks for VHR Image Classification

(2018) John Ray Bergado et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep Multiple Instance Learning-Based Spatial–Spectral Classification for PAN and MS Imagery

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

Urban Area Detection in Very High Resolution Remote Sensing Images Using Deep Convolutional Neural Networks

(2018) Tian Tian et al.   SENSORS

Geospatial Object Detection in High Resolution Satellite Images Based on Multi-Scale Convolutional Neural Network

(2018) Wei Guo et al.   Remote Sensing

Remote Sensing and Cropping Practices: A Review

(2018) Agnès Bégué et al.   Remote Sensing

Exploiting Convolutional Neural Networks With Deeply Local Description for Remote Sensing Image Classification

(2018) Na Liu et al.   IEEE Access

Land Cover Classification via Multitemporal Spatial Data by Deep Recurrent Neural Networks

(2017) Dino Ienco et al.   IEEE Geoscience and Remote Sensing Letters

Training Deep Convolutional Neural Networks for Land–Cover Classification of High-Resolution Imagery

(2017) Grant J. Scott 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

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

Operational High Resolution Land Cover Map Production at the Country Scale Using Satellite Image Time Series

(2017) Jordi Inglada et al.   Remote Sensing

Supervised Classification of Very High Resolution Optical Images Using Wavelet-Based Textural Features

(2016) Olivier Regniers et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND 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

Representation Learning: A Review and New Perspectives

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

Morphological Attribute Profiles for the Analysis of Very High Resolution Images

(2010) Mauro Dalla Mura et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multiresolution Remote Sensing Image Clustering

(2009) C. Wemmert et al.   IEEE Geoscience and Remote Sensing Letters

Bayesian Data Fusion for Adaptable Image Pansharpening

(2008) D. Fasbender et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING