Title :
Mosaic Based Real Time CCTV System Using Improved Harris Corner
Author :
Kim, Jong Min ; Kang, Myung A.
Author_Institution :
Comput. Sci. & Statistic Grad. Sch., Chosun Univ., Gwangju, South Korea
Abstract :
This paper proposes a combined recognition method related to frames based on a combined Image system using local partial images. The goal of the proposed algorithm is to reduce the combining speed and increase the overall recognition rate compared to existing methods. Since the SIFT algorithm, an existing method, has the disadvantages of being patented and slow, speed was raised to actually match the processing speed of camera in this paper by using an improved local image regeneration method. This paper consists of a description of the overall system based on the recognition rate and speed and use of localized images that was built along with an introduction to the algorithm. Performance was comparatively evaluated through actual tests. By applying this method to camera operating in real time, a low cost inline system which reduces monitoring fatigue since each individual screen need not be observed was built. In addition to being economically effective, it can also be used by regular users.
Keywords :
cameras; closed circuit television; image recognition; CCTV system; Harris corner; camera; image regeneration; image system; local partial images; recognition method; Cameras; Computer science; Costs; Fatigue; Fuzzy systems; Image recognition; Image resolution; Monitoring; Real time systems; Statistics; Harris Corner; SIFT;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3735-1
DOI :
10.1109/FSKD.2009.206