Road object detection: a comparative study of deep learning-based algorithms

B Mahaur, N Singh, KK Mishra - Multimedia Tools and Applications, 2022 - Springer
learning-based methods. This article aims to provide a detailed and … comparative analysis
of five independent mainstream deep learning-based algorithms for road object detection, …

RETRACTED: Road Object Detection: A Comparative Study of Deep Learning-Based Algorithms

M Haris, A Glowacz - Electronics, 2021 - mdpi.com
… Through comparative analysis, this article finds that even though SSD is an old … This
article presents a comparative study on five independent deep learning-based algorithms (R-FCN, …

[PDF][PDF] Road Object Detection: A Comparative Study of Deep Learning-Based Algorithms. Electronics 2021, 10, 1932

M Haris, A Glowacz - 2021 - academia.edu
… five independent mainstream deep learning-based object detection algorithms from many …
This article presents a comparative study on five independent deep learning-based algorithms

[PDF][PDF] Comparison analysis and case study for deep learning-based object detection algorithm

M Lee, HJ Mun - Int. J. Adv. Sci. Converg, 2020 - ijasc.ascons.org
research, we can understand object detection algorithm among speech recognition technologies
and proper field in each algorithm, … on image, recommend proper algorithm in various …

A comparative study on hsv-based and deep learning-based object detection algorithms for pedestrian traffic light signal recognition

N Hassan, KW Ming, CK Wah - 2020 3rd International …, 2020 - ieeexplore.ieee.org
… built for general object detection, it is able to detect more than 80 objects from a given …
detected on the road would give a different scenario from having pedestrian detected on the road

Comparison of decision trees and deep learning for object classification in autonomous driving

F Alam, R Mehmood, I Katib - … Foundations for Smarter Cities and Societies, 2020 - Springer
… different objects must be classified by an object recognition … ], the deep learning based
video-only pedestrian detection system … In this paper, we performed comparative analysis in which …

Deep learning-based road damage detection and classification for multiple countries

D Arya, H Maeda, SK Ghosh, D Toshniwal… - Automation in …, 2021 - Elsevier
… These are the type of algorithms that can identify streetsurvey for monitoring road conditions
is required. However, since the evaluation of object detection models involves comparing

A survey of deep learning-based object detection methods and datasets for overhead imagery

J Kang, S Tariq, H Oh, SS Woo - IEEE Access, 2022 - ieeexplore.ieee.org
… the deep learning-based object detection algorithms for … • Based on the study, we provide a
comparative study among … as a base detection model to detect objects from each street view …

Object detection and tracking algorithms for vehicle counting: a comparative analysis

V Mandal, Y Adu-Gyamfi - Journal of big data analytics in transportation, 2020 - Springer
… the road is an important endeavor in intelligent transportation system (ITS). An effective
measure of on-roadDeep learning based object detection models coupled with both online and …

[PDF][PDF] Accident vehicle types classification: a comparative study between different deep learning models

MA Anwer, SM Shareef, AM Ali - Indonesian Journal of Electrical …, 2021 - academia.edu
… of roads by vehicles is on the increase, numerous studies on … deep learning-based approaches
of object detection include … “A vehicle detection algorithm based on deep belief net-work,…