Deep learning in remote sensing scene classification: a data augmentation enhanced convolutional neural network framework

An adaptive unimodal subclass decomposition (AUSD) learning system for land use and land cover classification using high-resolution remote sensing

(2016) Min Han et al.   GIScience & Remote Sensing

Integration of full-waveform LiDAR and hyperspectral data to enhance tea and areca classification

(2016) Hone-Jay Chu et al.   GIScience & Remote Sensing

Temporal replication of the national land cover database using active machine learning

(2016) Galen J. Maclaurin et al.   GIScience & Remote Sensing

Object-oriented and pixel-based classification approaches to classify tropical successional stages using airborne high–spatial resolution images

(2016) Gustavo Antonio Piazza et al.   GIScience & Remote Sensing

Scene Classification via a Gradient Boosting Random Convolutional Network Framework

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

Detecting fractional land-cover change in arid and semiarid urban landscapes with multitemporal Landsat Thematic mapper imagery

(2015) Chi Zhang et al.   GIScience & Remote Sensing

Object-based urban land cover classification using rule inheritance over very high-resolution multisensor and multitemporal data

(2015) Ejaz Hussain et al.   GIScience & Remote Sensing

Deep Learning Based Feature Selection for Remote Sensing Scene Classification

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

Remote Sensing Image Classification: No Features, No Clustering

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

Scene Classification Based on the Multifeature Fusion Probabilistic Topic Model for High Spatial Resolution Remote Sensing Imagery

(2015) Yanfei Zhong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

ImageNet Large Scale Visual Recognition Challenge

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

Urban population estimation based on residential buildings volume using IKONOS-2 images and lidar data

(2015) Lívia Tomás et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Rotation-invariant convolutional neural networks for galaxy morphology prediction

(2015) Sander Dieleman et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

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

A novel semisupervised SVM for pixel classification of remote sensing imagery

(2011) Ujjwal Maulik et al.   International Journal of Machine Learning and Cybernetics

A Hybrid Approach for Land Use/Land Cover Classification

(2009) Yanbing Tang et al.   GIScience & Remote Sensing

Object based image analysis for remote sensing

(2009) T. Blaschke   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING