Estimation of the pedestrians on a crosswalk

Sheng-Fuu Lin*, Chi De Lin

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

The estimation of the pedestrians on a crosswalk is a challenging job due to the occluded pedestrians and its complicated background. Here, an efficient method to estimate approximately the number of pedestrians on a crosswalk is presented. Foregrounds are extracted from an incoming image by using the constructed background, and then elaborately processing to remove unwanted pixels. With the aid of perspective transformation, the relation between the number of remaining foreground pixels and the number of pedestrians can be linearized, thus the estimation can be done. Instead of segmenting each pedestrian in the scene, our system counts foreground pixels, so it demands low computational power. Furthermore, this system doesn't need to be trained. The experimental results show that it works well in different scenes.

Original languageEnglish
Title of host publication2006 SICE-ICASE International Joint Conference
Pages4931-4936
Number of pages6
DOIs
StatePublished - 1 Dec 2006
Event2006 SICE-ICASE International Joint Conference - Busan, Korea, Republic of
Duration: 18 Oct 200621 Oct 2006

Publication series

Name2006 SICE-ICASE International Joint Conference

Conference

Conference2006 SICE-ICASE International Joint Conference
CountryKorea, Republic of
CityBusan
Period18/10/0621/10/06

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    Lin, S-F., & Lin, C. D. (2006). Estimation of the pedestrians on a crosswalk. In 2006 SICE-ICASE International Joint Conference (pp. 4931-4936). [4108557] (2006 SICE-ICASE International Joint Conference). https://doi.org/10.1109/SICE.2006.314851