Real-time traffic flow parameter estimation from UAV video based on ensemble classifier and optical flow

R Ke, Z Li, J Tang, Z Pan… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Recently, the availability of unmanned aerial vehicle (UAV) opens up new opportunities for
smart transportation applications, such as automatic traffic data collection. In such a trend …

Real-time bidirectional traffic flow parameter estimation from aerial videos

R Ke, Z Li, S Kim, J Ash, Z Cui… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are gaining popularity in traffic monitoring due to their low
cost, high flexibility, and wide view range. Traffic flow parameters such as speed, density …

TAU: A framework for video-based traffic analytics leveraging artificial intelligence and unmanned aerial systems

B Benjdira, A Koubaa, AT Azar, Z Khan… - … applications of artificial …, 2022 - Elsevier
Smart traffic engineering and intelligent transportation services are in increasing demand
from governmental authorities to optimize traffic performance and thus reduce energy costs …

Vehicle detection from high-resolution satellite imagery using morphological shared-weight neural networks

X **, CH Davis - Image and Vision Computing, 2007 - Elsevier
High-resolution satellite imagery has recently become a new data source for extraction of
small-scale objects such as vehicles. Very little vehicle detection research has been done …

A novel vehicle detection method with high resolution highway aerial image

Z Zheng, G Zhou, Y Wang, Y Liu, X Li… - IEEE Journal of …, 2013 - ieeexplore.ieee.org
A robust and efficient vehicle detection method from high resolution aerial image is still
challenging. In this paper, a novel and robust method for automatic vehicle detection using …

[หนังสือ][B] Urban High-Resolution Remote Sensing: Algorithms and Modeling

G Zhou - 2020 - taylorfrancis.com
With urbanization as a global phenomenon, there is a need for data and information about
these terrains. Urban remote sensing techniques provide critical physical input and …

Traffic monitoring using very high resolution satellite imagery

SØ Larsen, H Koren, R Solberg - … Engineering & Remote …, 2009 - ingentaconnect.com
Very high resolution satellite images allow automated monitoring of road traffic conditions.
Satellite surveillance has several obvious advantages over current methods, which consist …

Vehicle detection based on morphology from highway aerial images

Z Zheng, X Wang, G Zhou… - 2012 IEEE International …, 2012 - ieeexplore.ieee.org
Vehicle detection from high resolution aerial images has been studied for many years.
However, a robust and efficient vehicle detection method is still challenging. In this paper, a …

[HTML][HTML] Detecting moving trucks on roads using sentinel-2 data

H Fisser, E Khorsandi, M Wegmann, F Baier - Remote Sensing, 2022 - mdpi.com
In most countries, freight is predominantly transported by road cargo trucks. We present a
new satellite remote sensing method for detecting moving trucks on roads using Sentinel-2 …

Deep Learning Enhanced Road Traffic Analysis: Scalable Vehicle Detection and Velocity Estimation Using PlanetScope Imagery

M Adamiak, Y Grinblat, J Psotta, N Fulman… - arxiv preprint arxiv …, 2024 - arxiv.org
This paper presents a method for detecting and estimating vehicle speeds using
PlanetScope SuperDove satellite imagery, offering a scalable solution for global vehicle …