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Efficient vehicle tracking and classification for an automated traffic surveillance systemAmbardekar, Amol A. January 2007 (has links)
Thesis (M.S.)--University of Nevada, Reno, 2007. / "December, 2007." Includes bibliographical references (leaves 58-66). Online version available on the World Wide Web.
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Simulation of flow control algorithm for multi-lane automated highway systemsTerzano, Diego Orlando. January 2001 (has links)
Thesis (M.S.)--University of Florida, 2001. / Title from title page of source document. Document formatted into pages; contains x, 85 p.; also contains graphics. Includes vita. Includes bibliographical references.
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Towards a non-intrusive traffic surveillance system using digital image processingLorio, Berino 12 1900 (has links)
Thesis (MScEng)--Stellenbosch University, 2001. / ENGLISH ABSTRACT: With the increased focus on the use of innovative and state-of-the-art technology in
Intelligent Transport Systems (ITS), the need for more accurate and more detailed road
traffic flow data has become apparent. Data obtained from vehicle detector loops, which
merely act as vehicle presence sensors, is neither reliable nor accurate enough anymore.
This type of sensor poses the problem that it has to be inserted into the road surface;
temporarily obstructing traffic flows, and has to be replaced after pavement
reconstruction. One of the solutions to this problem is to develop a traffic surveillance
system that uses video image processing.
In cities where Intelligent Transport Systems are used extensively, roadways are
monitored through Closed Circuit Television Cameras (CCTV) that are closely watched
by traffic control centre personnel. These cameras are mounted on posts on the roadside.
These cameras can serve a dual purpose, being used for both human monitoring and as
inputs to Video Image Processing Systems.
In this study some of the digital image processing techniques that could be used in a
traffic surveillance system were investigated. This report leads the reader through the
various steps in the processing of a scene by a traffic surveillance system based on
feature tracking, and discusses the pitfalls and problems that are experienced.
The tracker was tested using three image sequences and the results are presented in the
final chapter of this report. / AFRIKAANSE OPSOMMING: Met die toenemende fokus op die gebruik van innoverende oplossings en gevorderde
tegnologie in Intelligente Vervoerstelsels, het die noodsaaklikheid van akkurater en meer
gedetailleerde padverkeer vloeidata duidelik geword. Data wat verkry word d.m.v.
voertuig deteksie lusse, wat alleenlik voertuig teenwoordigheid/afwesigheid meet, is nie
meer akkuraat of betroubaar genoeg nie. Hierdie tipe sensors het egter die nadeel dat dit
in die plaveisel ingesny moet word, dus vloei tydelik kan belemmer, en moet vervang
word elke keer as plaveisel rekonstruksie gedoen word. Een van die oplossings vir hierdie
probleem is om 'n verkeers waarnemingstelsel te ontwikkel wat van videobeeldverwerking
gebruik maak.
In stede waar van uitgebreide intelligente verkeerstelsels gebruik gemaak word, word
paaie gemonitor d.m.v. geslote baan televisiekameras wat op pale langs die paaie
aangebring is. Personeellede van die verkeers beheer sentrum hou dan die inkomende
televisiebeelde dop. Hierdie kameras kan 'n dubelle rol vervul deurdat dit vir beide
menslike waarneming en as invoer in 'n video-beeldverwerking stelsel gebruik kan word.
In hierdie studie was verskeie digitale beeldverwerking tegnieke wat gebruik kan word in
'n verkeers waarnemingstelsel ondersoek. Hierdie verslag lei die leser deur die verskeie
stappe in die verwerking van 'n toneel deur 'n verkeers waarneming stelsel wat gebaseer
is op die volg van kenmerke. Die verslag beskryf ook die slaggate en probleme wat
ondervind word.
Die voertuig volger was getoets deur van drie reekse beelde gebruik te maak en die
resultate word weergegee in die finale hoodfstuk van hierdie verslag.
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Transportation engineering assimilated livability planning using micro-simulation models for Southeast FloridaUnknown Date (has links)
Transportation engineering has taken upon a new role; to empower the alternative
modes of travel: walking, biking, and bus transit. In this new era, engineers are rethinking
a network designed predominately for the automobile. The ultimate goal of this research
is to create a process that can make a vehicle dominant corridor a desirable, livable
thoroughfare by livability design and context sensitive performance measures. Balancing
travel modes requires an account of vehicular traffic and the impact of reconfiguring
existing conditions. The analysis herein is conducted by field data collection,
transportation equations and microsimulation. Simulating traffic behavior will be the
means to apply livable alternatives comparable to existing Southeast Florida conditions.
The results herein have shown that micro-simulation can be utilized in transportation
planning to reveal good livability alternatives. / Includes bibliography. / Thesis (M.S.)--Florida Atlantic University, 2015 / FAU Electronic Theses and Dissertations Collection
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Automatic parking lot occupancy computation using motion trackingUnknown Date (has links)
Nowadays it is very hard to find available spots in public parking lots and even harder at facilities such as universities and sports venues. A system that provides drivers with parking availability and parking lot occupancy will allow users find a parking space much easier and faster. This thesis presents a system for automatic parking lot occupancy computation using motion tracking. The use of computer vision techniques and low cost video sensors makes it possible to have an accurate system that allows drivers to find a parking spot. Video bitrate and quality reduction and its impact on performance were studied. It was concluded that high quality video is not necessary for the proposed algorithm to obtain accurate results. The results show that relatively inexpensive and low bandwidth networks can be used to develop large scale parking occupancy applications. / by Francisco Alberto Justo Torres. / Thesis (M.S.C.S.)--Florida Atlantic University, 2013. / Includes bibliography. / Mode of access: World Wide Web. / System requirements: Adobe Reader.
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Self-organizing and optimal control for nonlinear systemsDong, Wenjie. January 2009 (has links)
Thesis (Ph. D.)--University of California, Riverside, 2009. / Includes abstract. Title from first page of PDF file (viewed January 27, 2010). Includes bibliographical references (p. 82-87). Issued in print and online. Available via ProQuest Digital Dissertations.
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Safety-message routing in vehicular ad hoc networksKhan, Faisal Ahmad 07 January 2013 (has links)
The safety-message dissemination problem for vehicular ad hoc networks (VANETs) was investigated. Four novel techniques were contributed for the efficient and reliable routing of safety messages in the vehicular ad hoc networks. The instant-broadcast technique was proposed to improve the end-to-end dissemination delay. The lane-based sectoring mechanism was presented for the collision mitigation in the dense-urban traffic scenario. The negative acknowledgment with smart neighborhood (NSN) technique was proposed to ensure the reliability of reception through recovering the packet loss caused by interference. Finally, the negative acknowledgment with smart neighborhood - hole recovery (NSN-H) technique was presented to provide guaranteed reception of the safety message at each individual node in the VANET. The investigation of the safety message routing in VANET conducted in this research also revealed the significance of hitherto-neglected factors that influence the vehicular network. Significance of the small payload size of the VANET safety message, the effect of road width on the multi-hop relay, and the attenuation caused by vehicles in the propagation path were among the important revealed factors.
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Driver attention and behaviour monitoring with the Microsoft Kinect sensorSolomon, Cleshain Theodore 11 1900 (has links)
Modern vehicles are designed to protect occupants in the event of a crash with some vehicles better at this than others. However, passenger protection during an accident has shown to be not enough in many high impact crashes. Statistics have shown that the human error is the number one contributor to road accidents. This research study explores how driver error can be reduced through technology which observes driver behaviour and reacts when certain unwanted patterns in behaviour have been detected. Finally a system that detects driver fatigue and driver distraction has been developed using non-invasive machine vision concepts to monitor observable driver behaviour. / Electrical Engineering / M. Tech. (Electrical Engineering)
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