Deep Learning Approach for Car Detection in UAV Imagery

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

A Hybrid Vehicle Detection Method Based on Viola-Jones and HOG + SVM from UAV Images

(2016) Yongzheng Xu et al.   SENSORS

Regionlets for Generic Object Detection

(2015) Xiaoyu Wang 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

Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks

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

Convolutional Neural Networks for Distant Speech Recognition

(2014)   IEEE SIGNAL PROCESSING LETTERS

Detecting Cars in UAV Images With a Catalog-Based Approach

(2014) Thomas Moranduzzo et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Unmanned aerial systems for photogrammetry and remote sensing: A review

(2014) I. Colomina et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

An Operational System for Estimating Road Traffic Information from Aerial Images

(2014) Jens Leitloff et al.   Remote Sensing

Characterization of Rice Paddies by a UAV-Mounted Miniature Hyperspectral Sensor System

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

Automatic Car Counting Method for Unmanned Aerial Vehicle Images

(2013) Thomas Moranduzzo et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Selective Search for Object Recognition

(2013) J. R. R. Uijlings et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Object-based Detection and Classification of Vehicles from High-resolution Aerial Photography

(2013) Ashley C. Holt et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Learning Hierarchical Features for Scene Labeling

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

Combining GeoEye-1 Satellite Remote Sensing, UAV Aerial Imaging, and Geophysical Surveys in Anomaly Detection Applied to Archaeology

(2011) Albert Yu-Min Lin et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Thermal and Narrowband Multispectral Remote Sensing for Vegetation Monitoring From an Unmanned Aerial Vehicle

(2009) J. Berni et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

TurboPixels: Fast Superpixels Using Geometric Flows

(2009) A. Levinshtein et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE