Object-Oriented Method Combined with Deep Convolutional Neural Networks for Land-Use-Type Classification of Remote Sensing Images

MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification

(2017) Daoyu Lin et al.   IEEE Geoscience and Remote Sensing Letters

A Multiscale Deeply Described Correlatons-Based Model for Land-Use Scene Classification

(2017) Kunlun Qi et al.   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

Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning

(2016) Sakrapee Paisitkriangkrai et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Classification and Segmentation of Satellite Orthoimagery Using Convolutional Neural Networks

(2016) Martin Längkvist 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

On combining multiscale deep learning features for the classification of hyperspectral remote sensing imagery

(2015) Wenzhi Zhao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

(2015) Fan Hu et al.   Remote Sensing

Hardware implementation of evolvable block-based neural networks utilizing a cost efficient sigmoid-like activation function

(2014) Vishnu P. Nambiar et al.   NEUROCOMPUTING

Two-Step Sparse Coding for the Pan-Sharpening of Remote Sensing Images

(2013) Cheng Jiang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Graph Matching for Adaptation in Remote Sensing

(2012) Devis Tuia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A modified extreme learning machine with sigmoidal activation functions

(2012) Zhixiang X. Chen et al.   NEURAL COMPUTING & APPLICATIONS

Comparison of artificial neural networks and support vector machine classifiers for land cover classification in Northern China using a SPOT-5 HRG image

(2011) Xianfeng Song et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Comparison of pixel- and object-based classification in land cover change mapping

(2011) Laura Dingle Robertson et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Distance weighted multiple classifiers systems applied to remote sensing images classification/data fusion

(2011) Yu‐Chang Tzeng   JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS

An Automated Artificial Neural Network System for Land Use/Land Cover Classification from Landsat TM Imagery

(2009) Hui Yuan et al.   Remote Sensing

The concept of land ecological network and its design using a land unit approach

(2008) C. Blasi et al.   PLANT BIOSYSTEMS