Design for an intelligent surveillance system based on system-on-a-programmable-chip platform

Tsung Han Tsai, Chih Hao Chang

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

3 Scopus citations

Abstract

The digital surveillance system becomes more and more popular in recent years. The systems attempt to raise amount of high resolution cameras, consequently those systems stupendously increase the computational load on central server. As in the intelligent object recognition processing flow, the technique on tracking multiple targets, such as tracking group of people through occlusion, is still challenging. In this paper, we present a platform-based System-on-a-Programmable-Chip (SOPC) surveillance system. We discuss the behavior of the moving objects with adaptive search method. With this system, we can track the moving people in successive frame by object boundary box and velocity without color cues or appearance model. The proposed system can still solve the problem on the detection error even the foreground is similar to the background. The overall architectures of the intelligent surveillance system consist of three parts: multiple background maintenance (MBM) accelerator, object labeling and an SOPC processor.

Original languageEnglish
Title of host publication2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages2049-2052
Number of pages4
ISBN (Electronic)9781479983919
DOIs
StatePublished - 27 Jul 2015
EventIEEE International Symposium on Circuits and Systems, ISCAS 2015 - Lisbon, Portugal
Duration: 24 May 201527 May 2015

Publication series

NameProceedings - IEEE International Symposium on Circuits and Systems
Volume2015-July
ISSN (Print)0271-4310

Conference

ConferenceIEEE International Symposium on Circuits and Systems, ISCAS 2015
Country/TerritoryPortugal
CityLisbon
Period24/05/1527/05/15

Keywords

  • foreground detection
  • object tracking
  • System-on-a-Programmable-Chip

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