Using convolutional features and a sparse autoencoder for land-use scene classification

Deep Learning Earth Observation Classification Using ImageNet Pretrained Networks

(2016) Dimitrios Marmanis et al.   IEEE Geoscience and Remote Sensing Letters

Land-Use Classification With Compressive Sensing Multifeature Fusion

(2015) Mohamed L. Mekhalfi et al.   IEEE Geoscience and Remote Sensing Letters

A New Pan-Sharpening Method With Deep Neural Networks

(2015) Wei Huang et al.   IEEE Geoscience and Remote Sensing Letters

Multiview Deep Learning for Land-Use Classification

(2015) F. P. S. Luus et al.   IEEE Geoscience and Remote Sensing Letters

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

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

Compressed-Domain Ship Detection on Spaceborne Optical Image Using Deep Neural Network and Extreme Learning Machine

(2015) Jiexiong Tang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Pyramid of Spatial Relatons for Scene-Level Land Use Classification

(2015) Shizhi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Object Detection in Optical Remote Sensing Images Based on Weakly Supervised Learning and High-Level Feature Learning

(2015) Junwei Han et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Single Sample Face Recognition via Learning Deep Supervised Autoencoders

(2015) Shenghua Gao et al.   IEEE Transactions on Information Forensics and Security

The Potential Energy of an Autoencoder

(2015) Hanna Kamyshanska et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep Reconstruction Models for Image Set Classification

(2015) Munawar Hayat et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Efficient Training of Convolutional Deep Belief Networks in the Frequency Domain for Application to High-Resolution 2D and 3D Images

(2015) Tom Brosch et al.   NEURAL COMPUTATION

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Subset based deep learning for RGB-D object recognition

(2015) Jing Bai et al.   NEUROCOMPUTING

Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks

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

Land-Use Scene Classification Using a Concentric Circle-Structured Multiscale Bag-of-Visual-Words Model

(2014) Li-Jun Zhao et al.   IEEE Journal of Selected Topics in Applied Earth Observations and 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

A multi-index learning approach for classification of high-resolution remotely sensed images over urban areas

(2014) Xin Huang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multi-class geospatial object detection and geographic image classification based on collection of part detectors

(2014) Gong Cheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

Learning Hierarchical Features for Scene Labeling

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

Domain Adaptation From Multiple Sources: A Domain-Dependent Regularization Approach

(2012) Lixin Duan et al.   IEEE Transactions on Neural Networks and Learning Systems

Visual Event Recognition in Videos by Learning from Web Data

(2011) Lixin Duan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Domain Transfer Multiple Kernel Learning

(2011) Lixin Duan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE