Research on real time hyper-resolution image recognition based on urban level large scale vehicle network interaction

Shan He; Wenjun Tang; Jing Ge; Xun Li

doi:10.1117/12.3004905

9 October 2023 Research on real time hyper-resolution image recognition based on urban level large scale vehicle network interaction

Shan He, Wenjun Tang, Jing Ge, Xun Li

Author Affiliations +

Proceedings Volume 12791, Third International Conference on Advanced Algorithms and Neural Networks (AANN 2023); 1279116 (2023) https://doi.org/10.1117/12.3004905
Event: Third International Conference on Advanced Algorithms and Neural Networks (AANN 2023), 2023, Qingdao, SD, China

Abstract

With the continuous expansion of urban transportation networks and the increase in the number of vehicles, real-time monitoring and identification of urban transportation networks has become an important research direction. This article proposes a real-time super-resolution image recognition method based on large-scale urban vehicle network interaction. This method improves the efficiency of traffic management and control by monitoring and identifying vehicles in the urban transportation network in real time. This article adopts deep learning and image super-resolution techniques, and uses large-scale datasets for experimental verification, achieving good results.

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Shan He, Wenjun Tang, Jing Ge, and Xun Li "Research on real time hyper-resolution image recognition based on urban level large scale vehicle network interaction", Proc. SPIE 12791, Third International Conference on Advanced Algorithms and Neural Networks (AANN 2023), 1279116 (9 October 2023); https://doi.org/10.1117/12.3004905

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