Retinex-based enhancement study of low illumination blurred road pictures

Huiying Yin; Liu Yang; Si Xie; Heng Liu

doi:10.1117/12.3054765

11 December 2024 Retinex-based enhancement study of low illumination blurred road pictures

Huiying Yin, Liu Yang, Si Xie, Heng Liu

Proceedings Volume 13445, International Conference on Electronics, Electrical and Information Engineering (ICEEIE 2024); 134452N (2024) https://doi.org/10.1117/12.3054765
Event: International Conference on Electronics. Electrical and Information Engineering (ICEEIE 2024), 2024, Haikou, China

Abstract

China has a vast number of roads. With years of use and damage from severe weather and natural disasters, the service life of China’s roads is gradually being shortened. As a result, various road diseases, such as potholes, peeling, cracks, and more, will appear on the road surface. During the collection of road disease datasets, some exceptional cases are inevitable. For example, in low-illumination conditions or highly dark scenes, the visibility of the surrounding environment is very low, significantly reducing the image acquisition quality. Secondly, when the vehicle-mounted camera passes over uneven ground during the shooting process, the vehicle will experience severe jolts, causing the camera to shake irregularly. When the vehicle speed is unstable, the object motion will cause motion blur due to defocusing, which seriously degrades image quality and hurts subsequent advanced visual tasks such as object detection based on road dataset images. Hence, this study embraces a Retinex-based image optimization approach explicitly tailored to enhance the clarity of low-light, blurred road imagery. It has broad practical application prospects for road disease detection in low-illumination blurred environments.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Huiying Yin, Liu Yang, Si Xie, and Heng Liu "Retinex-based enhancement study of low illumination blurred road pictures", Proc. SPIE 13445, International Conference on Electronics, Electrical and Information Engineering (ICEEIE 2024), 134452N (11 December 2024); https://doi.org/10.1117/12.3054765

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
10 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

Image enhancement

Image processing

Roads

Image quality

Light sources and illumination

Deblurring

Reflection

Show All Keywords

Keywords/Phrases

Search In:

Publication Years