• P-ISSN 0974-6846 E-ISSN 0974-5645

Indian Journal of Science and Technology


Indian Journal of Science and Technology

Year: 2015, Volume: 8, Issue: 17, Pages: 1-7

Original Article

Presenting an Effective Algorithm for Tracking of Moving Object based on Support Vector Machine


One of the most important and in progressing issue in image processing and machine vision is object tracking. In fact machine tracking is showing the position changing of the object and tracing it in a sequence of video image with a particular aim. Although the history of object tracking returned to military applications, but this object is used in various fields, so it considered by most researchers these days. In this paper an efficient algorithm for object tracking in video images using color and texture features and Support Vector Machine (SVM) is proposed. In the proposed algorithm, object's area is determined by user in the first frame at first, and then a same area is selected as field. If a part of the object is covered completely, Using SVM in the proposed algorithm cause that remains pixels be recognizable. Proposed algorithm is able to track the object yet there is partial covers and reach to suitable solutions.
Keywords: Image Processing, Machine Learning, Object Tracking, Video Images


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