AI-based traffic counting: A Case Study in Vietnam

被引：0

作者：

Nhu Phuc Nguyen ^{[1
]}

Hoang Minh Nguyen ^{[1
]}

Hoang-Loc La ^{[1
]}

Truong Thi Tran Thi ^{[2
]}

Ngoc Hieu Duong ^{[1
]}

Thanh Sach Le ^{[1
]}

Duy Lai Nguyen Le ^{[1
]}

Nam Thoai ^{[1
]}

机构：

[1] Ho Chi Minh City Univ Technol HCMUT, Ho Chi Minh City, Vietnam

[2] Hoa Sen Univ, Ho Chi Minh City, Vietnam

来源：

2022 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING AND ANALYTICS (ACOMPA) | 2022年

关键词：

deep learning; traffic counting; intelligent transportation; system; CCTV; SYSTEM;

D O I：

10.1109/ACOMPA57018.2022.00012

中图分类号：

TP31 [计算机软件];

学科分类号：

081202 ; 0835 ;

摘要：

Ho Chi Minh City, particularly Vietnamese cities in general, is so busy and crowded since tremendous numbers of motorbikes move on roads. Ho Chi Minh City leaders have encountered several challenges in fully understanding and effectively dealing with problems of urban traffic for the past few decades. Software-based solutions are proper and dramatically necessary, currently. This paper presents the deployment of an AI-based application at the Ho Chi Minh City Department of Transportation. The paper mainly concentrates on traffic counting problems during the outbreak of the Covid-19 pandemic from June 2021. The performance of the AI-based application was compared with medical declaration data and achieved an accuracy of 93.80%.

引用

页码：34 / 39

页数：6

共 50 条

[41] GiusBERTo: Italy's AI-Based Judicial Transformation: A Case
Datta, Pratim Milton
Zahn, Brian J.
Salierno, Giulio
Battisti, Daniela
Attias, Luca
Berte, Rosamaria
Acton, Thomas
COMMUNICATIONS OF THE ASSOCIATION FOR INFORMATION SYSTEMS, 2023, 53 : 751 - 766
[42] Novel AI-Based Scheme for Traffic Detection and Recognition in 5G Based Networks
Artem, Volkov
Ateya, Abdelhamied A.
Muthanna, Ammar
Koucheryavy, Andrey
INTERNET OF THINGS, SMART SPACES, AND NEXT GENERATION NETWORKS AND SYSTEMS, NEW2AN 2019, RUSMART 2019, 2019, 11660 : 243 - 255
[43] On IIoT and AI-based optimization
Mikolajewski, Dariusz
Czerniak, Jacek
Piechowiak, Maciej
Wȩgrzyn-Wolska, Katarzyna
Kacprzyk, Janusz
Bulletin of the Polish Academy of Sciences: Technical Sciences, 2023, 71 (06)
[44] AI Chatbot for Tourist Recommendations: A Case Study in Vietnam
Nguyen, Hai Thanh
Tran, Thien Thanh
Nham, Phat Tan
Nguyen, Nhi Uyen Bui
Le, Anh Duy
APPLIED COMPUTER SYSTEMS, 2023, 28 (02) : 232 - 244
[45] AI-based image synthesis
Maspero, M.
RADIOTHERAPY AND ONCOLOGY, 2023, 182 : S426 - S426
[46] AI-based article screening
M. Mehrabanian
British Dental Journal, 2023, 235 : 914 - 915
[47] AI-based article screening
Mehrabanian, M.
BRITISH DENTAL JOURNAL, 2023, 235 (12) : 914 - 915
[48] AI-BASED MEASUREMENT AND CONTROL
不详
IEEE EXPERT-INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 1992, 7 (01): : 71 - 72
[49] AI-Based Automotive Test Case Generation: An Action Research Study on Integration of Generative AI into Test Automation Frameworks
Karlsson, Albin
Lindmaa, Erik
Sun, Simin
Staron, Miroslaw
PRODUCT-FOCUSED SOFTWARE PROCESS IMPROVEMENT. INDUSTRY-, WORKSHOP-, AND DOCTORAL SYMPOSIUM PAPERS, PROFES 2024, 2025, 15453 : 50 - 66
[50] AI-based image synthesis
Maspero, M.
RADIOTHERAPY AND ONCOLOGY, 2023, 182 : S426 - S426

← 1 2 3 4 5 →