ItemBook Chapter

Smart Traffic Systems: Revolutionizing Road Transport with AI and Image Processing

Title
Smart Traffic Systems: Revolutionizing Road Transport with AI and Image Processing
Creator
Bindu Madavi, K.P.; Krishna Sowjanya, K.; Sardar, Tanvir H.; Reddy, Manoj Seetharama; Nimmalapudi, Sri Ram
Description
In the past few years, Big data, machine learning, and artificial intelligence (AI) inclusion have changed the dynamics in various industries, including road transport. This research explores machine learning and artificial intelligence in road transportation, accentuating the advanced image processing methods. We apply these technologies to enhance how traffic is managed, how safe vehicles are operated, and how the most efficient routes are planned. This study also expands to various techniques and methods for analysis, such as image processing, object recognition, and recognition systems, and is effective in implementation. Through extensive experiments and several case studies, we have shown substantial improvements in accuracy and efficiency achieved when image processing in road transport, including machine learning and artificial intelligence. This study points out the tremendous prospects posed by these technologies in shaping the future of transport and suggests further developments and applications. The Author(s), under exclusive license to Springer Nature Switzerland AG 2025.
Source
Springer Tracts on Transportation and Traffic;Volume;22;pp.185-198
Date
01-01-2025
Publisher
Springer Science and Business Media Deutschland GmbH
Subject
Artificial intelligence; Image processing; Machine learning; Road transport; Traffic management; Vehicle safety
Coverage
Bindu Madavi K.P., Christ University, Bengaluru, India; Krishna Sowjanya K., CMR Institute of Technology, Bengaluru, India; Sardar T.H., Dayananda Sagar University, Bengaluru, India; Reddy M.S., Rutgers University, New Brunswick, NJ, United States; Nimmalapudi S.R., University of Central Missouri, Warrensburg, MO, United States
Rights
Restricted Access; Hardcopy may be available in the library
Relation
ISSN: 21948119;
Format
online
Language
English
Type
Book chapter

Citation

Bindu Madavi, K.P.; Krishna Sowjanya, K.; Sardar, Tanvir H.; Reddy, Manoj Seetharama; Nimmalapudi, Sri Ram, “Smart Traffic Systems: Revolutionizing Road Transport with AI and Image Processing,” CHRIST (Deemed To Be University) Institutional Repository, accessed June 18, 2026, https://archives.christuniversity.in/items/show/24017.

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