Earticle

초록

영어

This paper proposed a pedestrian recognition using CENTRIST algorithm on the basis of SIMT based Image signal processor. The conventional pedestrian recognition used algorithms such as Haar-like feature and HOG, but the huge amount of calculation makes it difficult to operate in real time in a restricted environment such as an embedded environment. This paper sought to improve the operation speed by processing the pedestrian recognition in parallel with the use of SIMT based Image signal processor and CENTRIST algorithm with less amount of calculation compared to other algorithms. The pedestrian recognition implemented in ISP exhibited the improved performance, which is about 2.7 times higher than that of the pedestrian recognition executed by Cortex-A9.

목차

Abstract
 1. Introduction
 2. Proposed Pedestrian Detection System
  2.1. Pedestrian Detection Algorithm Using CENTRIST
  2.2. SIMT Based Image Signal Processor
  2.3. Proposed Pedestrian Detection System on ISP
 3. Experiment
 4. Conclusion
 References

키워드

저자

• Jun-mo Jeong [ Electronic Engineering ]
• Hee-kyeong Jeon [ Computer Engineering ]
• Jong-joon Park [ Computer Science ] corresponding Author

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of Multimedia and Ubiquitous Engineering

• 간기

  월간

• pISSN

  1975-0080

• 수록기간

  2008~2016

• 등재여부

  SCOPUS

• 십진분류

  KDC 505 DDC 605