Skip to main navigation Skip to search Skip to main content

Point image representation for efficient detection of vehicles

  • Zbigniew Czapla

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

5 Citations (Scopus)

Abstract

This paper presents method of image conversion into point image representation. Conversion is carried out with the use of small image gradients. Layout of binary values of point image representation is in accordance with the edges of objects comprised in the source image. Vehicles are detected through analysis of the detection field state. The state of the detection field is determined on the basis of the sum of the edge points within the detection field. The proposed method of vehicle detection is fast and simple computationally. Vehicle detection with the use of image conversion into point image representation is efficient and can by used in real-time processing. Experimental results are provided.

Original languageEnglish
Title of host publicationProceedings of the 9th International Conference on Computer Recognition Systems, CORES 2015
EditorsRobert Burduk, Konrad Jackowski, Marek Kurzyński, Michał Woźniak, Andrzej Żołnierek
PublisherSpringer Verlag
Pages691-700
Number of pages10
ISBN (Print)9783319262253
DOIs
Publication statusPublished - 2016
Event9th International Conference on Computer Recognition Systems, CORES 2015 - Wrocław, Poland
Duration: 25 May 201527 May 2015

Publication series

NameAdvances in Intelligent Systems and Computing
Volume403
ISSN (Print)2194-5357

Conference

Conference9th International Conference on Computer Recognition Systems, CORES 2015
Country/TerritoryPoland
CityWrocław
Period25/05/1527/05/15

ASJC Scopus subject areas

  • Control and Systems Engineering
  • General Computer Science

Fingerprint

Dive into the research topics of 'Point image representation for efficient detection of vehicles'. Together they form a unique fingerprint.

Cite this