Classification and Segmentation of Satellite Orthoimagery Using Convolutional Neural Networks

Scene Classification via a Gradient Boosting Random Convolutional Network Framework

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

Spectral–Spatial Classification of Hyperspectral Data Based on Deep Belief Network

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

Road network extraction: a neural-dynamic framework based on deep learning and a finite state machine

(2015) Jun Wang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Deep learning

(2015) Yann LeCun et al.   NATURE

A Region-Based GeneSIS Segmentation Algorithm for the Classification of Remotely Sensed Images

(2015) Stelios Mylonas et al.   Remote Sensing

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

(2015) Fan Hu et al.   Remote Sensing

Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks

(2014) Xueyun Chen et al.   IEEE Geoscience and Remote Sensing Letters

A review of unsupervised feature learning and deep learning for time-series modeling

(2014) Martin Längkvist et al.   PATTERN RECOGNITION LETTERS

Object-Based Land-Cover Mapping with High Resolution Aerial Photography at a County Scale in Midwestern USA

(2014) Xiaoxiao Li et al.   Remote Sensing

Representation Learning: A Review and New Perspectives

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

A Knowledge-based Approach to Urban Feature Classification Using Aerial Imagery with Lidar Data

(2013) Ming-Jer Huang et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Advances in Very-High-Resolution Remote Sensing [Scanning the Issue]

(2013) Jon Atli Benediktsson et al.   PROCEEDINGS OF THE IEEE

Simultaneous feature selection and SVM parameter determination in classification of hyperspectral imagery using Ant Colony Optimization

(2012) Farhad Samadzadegan et al.   CANADIAN JOURNAL OF REMOTE SENSING

Hyperspectral Imagery Restoration Using Nonlocal Spectral-Spatial Structured Sparse Representation With Noise Estimation

(2012) Yuntao Qian et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Latent Dirichlet Allocation for Spatial Analysis of Satellite Images

(2012) Corina Vaduva et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Geographic Image Retrieval Using Local Invariant Features

(2012) Yi Yang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

(2012) R. Achanta et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Learning Hierarchical Features for Scene Labeling

(2012) Clement Farabet et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition

(2011) G. E. Dahl et al.   IEEE Transactions on Audio Speech and Language Processing

Object-based crop identification using multiple vegetation indices, textural features and crop phenology

(2011) José M. Peña-Barragán et al.   REMOTE SENSING OF ENVIRONMENT

Assessment of spectral, polarimetric, temporal, and spatial dimensions for urban and peri-urban land cover classification using Landsat and SAR data

(2011) Zhe Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Segment-Based Land Cover Mapping of a Suburban Area—Comparison of High-Resolution Remotely Sensed Datasets Using Classification Trees and Test Field Points

(2011) Leena Matikainen et al.   Remote Sensing

Delineation of landslide hazard areas on Penang Island, Malaysia, by using frequency ratio, logistic regression, and artificial neural network models

(2009) Biswajeet Pradhan et al.   Environmental Earth Sciences

Object based image analysis for remote sensing

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

Classification of hyperspectral remote-sensing data with primal SVM for small-sized training dataset problem

(2008) Mingmin Chi et al.   ADVANCES IN SPACE RESEARCH

Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles

(2008) Mathieu Fauvel et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING