Inlämning av Examensarbete / Submission of Thesis

Ye Xing , pp. 32. TEK/avd. för signalbehandling, 2006.

The work

Författare / Author: Ye Xing
Titel / Title: Detection of Speed Signs
Abstrakt Abstract:

This report describes an efficient methodology of speed sign detection which constitutes of several steps to extract speed signs from frames of video recorded from a web-camera mounted in the front of a car. The most difficult implementation issues that are encountered in this task are the angle of the speed sign, the illumination of the image, the size of the speed sign and the calculation speed. In the proposed detection framework several detection decisions are presented, several of those are conducted by utilizing the k-means clustering algorithm. The detector is evaluated on a database with images recorded from a real scenario. The proposed detection system exhibits relatively good performance with a True Positive Rate (TPr) = 0.9875 and a False Positive Rate (FPr) = 1.03*10^-7 on this database.

Ämnesord / Subject: Signalbehandling - Signal Processing

Nyckelord / Keywords: detection, speed signs

Publication info

Dokument id / Document id:
Program:/ Programme Magisterprogram Telekommunikation och Signalbehandling/Masters progr. Telecom & Signal Proc.
Registreringsdatum / Date of registration: 12/05/2006
Uppsatstyp / Type of thesis: D-Uppsats/Magister/Master


Handledare / Supervisor: Mikael Nilsson
Examinator / Examiner: Benny Lövström
Organisation / Organisation: Blekinge Institute of Technology
Institution / School: TEK/avd. för signalbehandling
S-372 25 Ronneby
+46 455 38 50 00
Anmärkningar / Comments:

Files & Access

Bifogad uppsats fil(er) / Files attached: detection_of_speed_signs.pdf (613 kB, öppnas i nytt fönster)