Katawut Srijongkon, Rakkrit Duangsoithong, N. Jindapetch, Masami Ikura, Surachate Chumpol
{"title":"SDSoC based development of vehicle counting system using adaptive background method","authors":"Katawut Srijongkon, Rakkrit Duangsoithong, N. Jindapetch, Masami Ikura, Surachate Chumpol","doi":"10.1109/RSM.2017.8069172","DOIUrl":null,"url":null,"abstract":"This paper presents a processing system of vehicle detection and counting for a camera on the city street using a heterogeneous ARM/FPGA processor and Xilinx SDSoC (Software-Defined System on Chip). An adaptive background method for reducing the impact of environment have been developed by analyzing luminance approximation changes over time and luminance approximation changes suddenly to improve background image of the object and to eliminate shadows so that the process of vehicles detecting and counting worked effectively.","PeriodicalId":215909,"journal":{"name":"2017 IEEE Regional Symposium on Micro and Nanoelectronics (RSM)","volume":"334 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 IEEE Regional Symposium on Micro and Nanoelectronics (RSM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RSM.2017.8069172","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9
Abstract
This paper presents a processing system of vehicle detection and counting for a camera on the city street using a heterogeneous ARM/FPGA processor and Xilinx SDSoC (Software-Defined System on Chip). An adaptive background method for reducing the impact of environment have been developed by analyzing luminance approximation changes over time and luminance approximation changes suddenly to improve background image of the object and to eliminate shadows so that the process of vehicles detecting and counting worked effectively.