Affine-Function Transformation-Based Object Matching for Vehicle Detection from Unmanned Aerial Vehicle Imagery

Detection of Vehicles in Multisensor Data via Multibranch Convolutional Neural Networks

(2018) Hendrik Schilling et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Symmetrical Dense-Shortcut Deep Fully Convolutional Networks for Semantic Segmentation of Very-High-Resolution Remote Sensing Images

(2018) Guanzhou Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Car Detection in Aerial Images of Dense Urban Areas

(2018) Mohamed ElMikaty et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

Vehicle Instance Segmentation From Aerial Image and Video Using a Multitask Learning Residual Fully Convolutional Network

(2018) Lichao Mou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Convolutional SVM Networks for Object Detection in UAV Imagery

(2018) Yakoub Bazi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Robust Vehicle Detection in Aerial Images Using Bag-of-Words and Orientation Aware Scanning

(2018) Hailing Zhou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Algorithms for semantic segmentation of multispectral remote sensing imagery using deep learning

(2018) Ronald Kemker et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Object-based detection of vehicles using combined optical and elevation data

(2018) Hendrik Schilling et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A deep learning framework for remote sensing image registration

(2018) Shuang Wang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A light and faster regional convolutional neural network for object detection in optical remote sensing images

(2018) Peng Ding et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification

(2018) Ce Zhang et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A CNN-Based Method of Vehicle Detection from Aerial Images Using Hard Example Mining

(2018) et al.   Remote Sensing

Vehicle Object Detection in Remote Sensing Imagery Based on Multi-Perspective Convolutional Neural Network

(2018) Chenxi Yang et al.   ISPRS International Journal of Geo-Information

Vehicle Detection in High-Resolution Images Using Superpixel Segmentation and CNN Iteration Strategy

(2018) Di Wu et al.   IEEE Geoscience and Remote Sensing Letters

Detection of Asphalt Pavement Potholes and Cracks Based on the Unmanned Aerial Vehicle Multispectral Imagery

(2018) Yifan Pan et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Comprehensive Analysis of Deep Learning-Based Vehicle Detection in Aerial Images

(2018) Lars Sommer et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

An On-Road Vehicle Detection Method for High-Resolution Aerial Images Based on Local and Global Structure Learning

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

Affine Invariant Description and Large-Margin Dimensionality Reduction for Target Detection in Optical Remote Sensing Images

(2017) Lihong Wan 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

An Enhanced Viola-Jones Vehicle Detection Method From Unmanned Aerial Vehicles Imagery

(2017) Yongzheng Xu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

On Detecting Road Regions in a Single UAV Image

(2017) Hailing Zhou et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

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 semi-supervised generative framework with deep learning features for high-resolution remote sensing image scene classification

(2017) Wei Han et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Weakly supervised vehicle detection in satellite images via multi-instance discriminative learning

(2017) Liujuan Cao et al.   PATTERN RECOGNITION

Robust Vehicle Detection in Aerial Images Based on Cascaded Convolutional Neural Networks

(2017) Jiandan Zhong et al.   SENSORS

Vehicle Detection in Aerial Images Based on Region Convolutional Neural Networks and Hard Negative Example Mining

(2017) Tianyu Tang et al.   SENSORS

Segment-before-Detect: Vehicle Detection and Classification through Semantic Segmentation of Aerial Images

(2017) Nicolas Audebert et al.   Remote Sensing

Deep Learning Approach for Car Detection in UAV Imagery

(2017) Nassim Ammour et al.   Remote Sensing

Arbitrary-Oriented Vehicle Detection in Aerial Imagery with Single Convolutional Neural Networks

(2017) et al.   Remote Sensing

Vehicle Detection in High-Resolution Aerial Images via Sparse Representation and Superpixels

(2016) Ziyi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Vehicle Detection in High-Resolution Aerial Images Based on Fast Sparse Representation Classification and Multiorder Feature

(2016) Ziyi Chen et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Vehicle detection from highway satellite images via transfer learning

(2016) Liujuan Cao et al.   INFORMATION SCIENCES

Region-based urban road extraction from VHR satellite images using Binary Partition Tree

(2016) Mengmeng Li et al.   International Journal of Applied Earth Observation and Geoinformation

Rotation-and-scale-invariant airplane detection in high-resolution satellite images based on deep-Hough-forests

(2016) Yongtao Yu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Vehicle detection in aerial imagery : A small target detection benchmark

(2016) Sebastien Razakarivony et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Robust vehicle detection by combining deep features with exemplar classification

(2016) Liujuan Cao et al.   NEUROCOMPUTING

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

(2016) Yongzheng Xu et al.   SENSORS

Fast Multiclass Vehicle Detection on Aerial Images

(2015) Kang Liu et al.   IEEE Geoscience and Remote Sensing Letters

Detecting Cars in UAV Images With a Catalog-Based Approach

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

A Novel Vehicle Detection Method With High Resolution Highway Aerial Image

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

Airborne Vehicle Detection in Dense Urban Areas Using HoG Features and Disparity Maps

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

Learning with Hierarchical-Deep Models

(2013) R. Salakhutdinov et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

(2013) Ashley C. Holt et al.   PHOTOGRAMMETRIC ENGINEERING 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

Automated Vehicle Extraction and Speed Determination From QuickBird Satellite Images

(2010) Wen Liu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Vehicle Detection Using Partial Least Squares

(2010) A Kembhavi et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE