Automated terrain feature identification from remote sensing imagery: a deep learning approach

Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey

(2018) Junwei Han et al.   IEEE SIGNAL PROCESSING MAGAZINE

Exploring Hierarchical Convolutional Features for Hyperspectral Image Classification

(2018) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Duplex Metric Learning for Image Set Classification

(2018) Gong Cheng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Robust Object Co-Segmentation Using Background Prior

(2018) Junwei Han et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Airport Detection on Optical Satellite Images Using Deep Convolutional Neural Networks

(2017) Peng Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Toward Fast and Accurate Vehicle Detection in Aerial Images Using Coupled Region-Based Convolutional Neural Networks

(2017) Zhipeng Deng et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Automatic Road Detection and Centerline Extraction via Cascaded End-to-End Convolutional Neural Network

(2017) Guangliang Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Remote Sensing Image Scene Classification: Benchmark and State of the Art

(2017) Gong Cheng et al.   PROCEEDINGS OF THE IEEE

A Convolutional Neural Network Approach for Assisting Avalanche Search and Rescue Operations with UAV Imagery

(2017) Mesay Bejiga et al.   Remote Sensing

Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images

(2016) Gong Cheng et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Feature significance-based multibag-of-visual-words model for remote sensing image scene classification

(2016) Lijun Zhao et al.   Journal of Applied Remote Sensing

High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning

(2016) Sarah M. Erfani et al.   PATTERN RECOGNITION

Deep learning

(2015) Yann LeCun et al.   NATURE

Forest biomass estimation from airborne LiDAR data using machine learning approaches

(2012) Colin J. Gleason et al.   REMOTE SENSING OF ENVIRONMENT

High-resolution satellite scene classification using a sparse coding based multiple feature combination

(2011) Guofeng Sheng et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING