DocumentCode
2269731
Title
A network intelligent video analysis system based on multimedia DSP
Author
Wang, Qi ; Guan, Qing ; Xu, Sheng ; Tan, Fang
Author_Institution
Sch. of Commun. & Inf. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
fYear
2010
fDate
28-30 July 2010
Firstpage
363
Lastpage
367
Abstract
In this paper, we designed a hardware and software system using TI´s new multimedia technology, Davinci based on multimedia DSP. The objective is to develop a practical Internet based intelligent video analysis product. This system can perform real-time processing of the video data from IP camera. And at the same time, it executes intelligent video analysis algorithms, provides users quick, accurate and intelligent video analysis service. In this system, we implement a multiple objects tracking approach for objects labeling being able to preserve objects identity even when an overlapping occurs on the image plane between different objects. And we use histogram matching techniques for real-time objects tracking under heavy occlusions and disappearance. We also compare our improved method with another objects tracking algorithm based on Mean Shift and Kalman filter. Experimental results show that the system is stable and fits real-time requirement, and the performance of our method is better.
Keywords
Internet; image sensors; multimedia computing; object detection; video signal processing; Davinci; IP camera; Internet; Kalman filter; TI; histogram matching techniques; image plane; mean shift; multimedia DSP; multiple objects tracking approach; network intelligent video analysis system; objects labeling; Chaotic communication; Computational modeling; Educational institutions;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, Circuits and Systems (ICCCAS), 2010 International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-8224-5
Type
conf
DOI
10.1109/ICCCAS.2010.5581979
Filename
5581979
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