Effect of Weather Conditions and Obstructions on Vehicle Model, Logo, and License Plate Recognition Systems Using Deep Learning

Vehicle recognition systems are used in various sectors of our modern society. Environmental factors greatly affect the efficiency of these systems. This study aims to determine the effect of weather conditions such as direct sunlight, cloudy weather, and rain on a YOLO based system's ability to detect a vehicle's model, logo, and license plate.

Authors

Publication Details

Published
2025-03-20
DOI
https://doi.org/10.1109/iccae64891.2025.10980600
Primary Topic
Vehicle License Plate Recognition
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Effect of Weather Conditions and Obstructions on Vehicle Model, Logo, and License Plate Recognition Systems Using Deep Learning

Marloun P. Sejera, Yitzak Wheimdal E. Foz, Jacob Dylan D. Soliman
Vehicle License Plate Recognition
article

Effect of Weather Conditions and Obstructions on Vehicle Model, Logo, and License Plate Recognition Systems Using Deep Learning

Marloun P. Sejera, Yitzak Wheimdal E. Foz, Jacob Dylan D. Soliman
article en

Abstract

Vehicle recognition systems are used in various sectors of our modern society. Environmental factors greatly affect the efficiency of these systems. This study aims to determine the effect of weather conditions such as direct sunlight, cloudy weather, and rain on a YOLO based system's ability to detect a vehicle's model, logo, and license plate.

Climate action
Openalex Percentile: Top 86%
Vehicle License Plate Recognition
DOISourceOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Effect of Weather Conditions and Obstructions on Vehicle Model, Logo, and License Plate Recognition Systems Using Deep Learning — Marloun P. Sejera, Yitzak Wheimdal E. Foz, et al. · (2025) | TGRS Research Map | TGRS