CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 12256 > Article
Paper
6 May 2022 Object recognition based on YOLO v3 network architecture in river patrol scene
Tao Feng, Mingxiang Yang
Author Affiliations +
Proceedings Volume 12256, International Conference on Electronic Information Engineering, Big Data, and Computer Technology (EIBDCT 2022); 1225632 (2022) https://doi.org/10.1117/12.2635402
Event: 2022 International Conference on Electronic Information Engineering, Big Data and Computer Technology, 2022, Sanya, China
Abstract
With the development of science and technology, the application of artificial neural network and computer vision has become more extensive. Traditional river patrol methods have some inefficiencies and disadvantages in the quality of river patrol. To solve this problem, in this paper, we proposed an approach combined the high-performance YOLO v3 model with the SURF algorithm to detect illegal constructions and behaviors around the river bank. We first take image as the input of YOLO v3 model, then feed the output of YOLO v3 into the SURF algorithm to make a further detection. With this method, we can improve the quality of the river patrol, and enhance the ability to deal with illegal incidents around the river.
© (2022) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Tao Feng and Mingxiang Yang "Object recognition based on YOLO v3 network architecture in river patrol scene", Proc. SPIE 12256, International Conference on Electronic Information Engineering, Big Data, and Computer Technology (EIBDCT 2022), 1225632 (6 May 2022); https://doi.org/10.1117/12.2635402
ACCESS THE FULL ARTICLE
ORGANIZATIONAL
Sign in with credentials provided by your organization.
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
 5 PAGES
DOWNLOAD PAPER SAVE TO MY LIBRARY
GET CITATION
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Video surveillance
Object recognition
Detection and tracking algorithms
Network architectures
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top