YOLO-RTUAV: Towards Real-Time Vehicle Detection through Aerial Images with Low-Cost Edge Devices

A survey of deep learning techniques for vehicle detection from UAV images

(2021) Srishti Srivastava et al.   JOURNAL OF SYSTEMS ARCHITECTURE

MDSSD: multi-scale deconvolutional single shot detector for small objects

(2020) Lisha Cui et al.   Science China-Information Sciences

Recent advances in small object detection based on deep learning: A review

(2020) Kang Tong et al.   IMAGE AND VISION COMPUTING

UAV-YOLO: Small Object Detection on Unmanned Aerial Vehicle Perspective

(2020) Mingjie Liu et al.   SENSORS

Applications of UAV Thermal Imagery in Precision Agriculture: State of the Art and Future Research Outlook

(2020) Gaetano Messina et al.   Remote Sensing

YOLO-Fine: One-Stage Detector of Small Objects Under Various Backgrounds in Remote Sensing Images

(2020) Minh-Tan Pham et al.   Remote Sensing

Vehicle tracking by detection in UAV aerial video

(2019) Shaohua Liu et al.   Science China-Information Sciences

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

(2019) Shuang Cao et al.   Remote Sensing

AVDNet: A Small-Sized Vehicle Detection Network for Aerial Visual Data

(2019) Murari Mandal et al.   IEEE Geoscience and Remote Sensing Letters

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

SCAN: Semantic Context Aware Network for Accurate Small Object Detection

(2018) Linting Guan et al.   International Journal of Computational Intelligence Systems

Small Object Detection in Optical Remote Sensing Images via Modified Faster R-CNN

(2018) Yun Ren et al.   Applied Sciences-Basel

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

(2017) Yongzheng Xu 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

Dronesourcing: a modular, expandable multi-sensor UAV platform for combined, real-time environmental monitoring

(2017) Achilleas Tripolitsiotis et al.   INTERNATIONAL JOURNAL OF 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

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

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

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

Fast Multiclass Vehicle Detection on Aerial Images

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

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION