Trends in Computer Vision: An Overview of Vision-Based Data Acquisition and Processing Technology and Its Potential for the Transportation Sector

Guan, Adrian; Bayless, Steven H.; Neelakantan, Radha

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Trends in Computer Vision: An Overview of Vision-Based Data Acquisition and Processing Technology and Its Potential for the Transportation Sector

2011-12-15
By Guan, Adrian ; Bayless, Steven H. ; Neelakantan, Radha

File Language:

English

Details

Creators:

Guan, Adrian ; Bayless, Steven H. ; Neelakantan, Radha
Corporate Creators:

The Intelligent Transportation Society of America
Corporate Contributors:

United States. Department of Transportation. Intelligent Transportation Systems Joint Program Office (ITSJPO) ; United States. Department of Transportation. Federal Highway Administration
Subject/TRT Terms:

Advanced Traffic Management Systems Computer Vision Crash Avoidance Systems Intelligent Transportation Systems Object Detection
Publication/ Report Number:

FHWA-JPO-12-026
Resource Type:

Tech Report
Right Statement:

Public Domain
Geographical Coverage:

United States
Corporate Publisher:

United States. Department of Transportation. Intelligent Transportation Systems Joint Program Office (ITS JPO) ; United States. Department of Transportation. Federal Highway Administration
Abstract:

This report foresees imaging technology rapidly advancing in applications that require simple object detection, such as vehicle collision avoidance and advanced traffic management systems. The paper speculates that future advances, such as improved object detection algorithms, machine learning and "augmented reality" may influence a number of transportation applications in the automotive, industrial, and infrastructure sectors. This report is part of the Connected Vehicle Technology Scan and Assessment project. This two year scanning series of Connected Vehicle Insight reports will assess emerging, converging and enabling technologies outside the domain of mainstream transportation research. ITS America seeks technologies that will potentially impact state-of-the-art or state-of-the-practice in ITS deployment over the next decade, with an emphasis on the "connected vehicle." The Technology Scan Series notes trends, technologies, and innovations that could influence, or be leveraged as part of, next-generation intelligent transportation systems within the next five to seven years. The series' focus is on developments in applied science and engineering and innovation in data acquisition, dissemination, processing, and management technologies and techniques that can potentially support transportation.
Format:

PDF
Funding:

DTFH61-08-D-000111
Collection(s):

ITSJPO Digital Library Federal Highway Administration
Main Document Checksum:

urn:sha-512:a74c7f3acf546e0d6926fa8177539b826662408ec33a913389882a896fba00a46a742883e415b86134d2763565ce2185b4ccf1f025cb00f2d7adb3a998d3f8c2
Download URL:

https://rosap.ntl.bts.gov/view/dot/92887/dot_92887_DS1.pdf
File Type:

[PDF - 578.41 KB ]

File Language:

English

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