Title :
An improved motion detection and tracking of active blob for video surveillance
Author :
Kamaraj, Michael ; Balakrishnan
Author_Institution :
Dept. of Comput. Applic., Pavendar Bharathidasan Coll. of Eng. & Tech., Tiruchirapalli, India
Abstract :
Motion detection plays a primary vital part in the process of extraction of information regarding the moving objects and utilizes the stabilization in functional areas, such as tracking, classification, recognition etc. In this paper, we propose an extended view and precise approach to motion detection for the automatic video surveillance system. This method accomplishes a complete detection of any moving object by involving substantial modules such as Background subtraction method, Dynamic Optimization threshold method to gain a vivid picture of the moving object, Morphological filtering is introduced to eliminate the noise and hence Background disturbance problem is solved. Then the paper presents tracking and cropping of the detected moving object. The visual inspection analysis of this method of Detecting, Tracking and Cropping of moving object has gained a better result.
Keywords :
feature extraction; filtering theory; image motion analysis; image segmentation; mathematical morphology; object detection; object tracking; optimisation; video surveillance; active blob; automatic video surveillance system; background disturbance problem; background subtraction method; dynamic optimization threshold method; information extraction process; morphological filtering; motion detection; motion tracking; moving object cropping; moving object tracking; noise elimination; stabilization utilization; visual inspection analysis; Computer vision; Legged locomotion; Lighting; Motion detection; Nonlinear optics; Tracking; Video surveillance; Object Detection; morphological Filter; object Tracking; video surveillance;
Conference_Titel :
Computing, Communications and Networking Technologies (ICCCNT),2013 Fourth International Conference on
Conference_Location :
Tiruchengode
Print_ISBN :
978-1-4799-3925-1
DOI :
10.1109/ICCCNT.2013.6726520