Title :
The research on image mosaics for intelligent video surveillance
Author :
Ping, Yang ; Zheng, Mao
Author_Institution :
Sch. of Electron. Inf. & Control Eng., Beijing Univ. of Technol., Beijing, China
Abstract :
This paper concerns the problem of the wide filed-of-view on intelligent video surveillance system and presents an image mosaics solution based on scale invariant feature transform (SIFT) algorithm to get the wider view. Image mosaics contain mainly two parts: image registration and image fusion. The SIFT algorithm is improved to meet the requirements of the intelligent video surveillance system, and the SIFT feature points are extracted efficiently for image registration in this paper.
Keywords :
computer vision; feature extraction; image fusion; image segmentation; video surveillance; image fusion; image mosaicing; image registration; intelligent video surveillance; scale invariant feature transform; Educational institutions; Graphics processing unit; Image recognition; Object recognition; SIFT; image fusion; image mosaics; image registration; intelligent video surveillance;
Conference_Titel :
Information Networking and Automation (ICINA), 2010 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-8104-0
Electronic_ISBN :
978-1-4244-8106-4
DOI :
10.1109/ICINA.2010.5636784
