Publication Type : Journal Article
Publisher : International Journal of Recent Trends in Engineering
Source : International Journal of Recent Trends in Engineering, Volume 2, Issue 2, p.114 (2009)
Campus : Bengaluru, Coimbatore
School : Department of Computer Science and Engineering, School of Engineering
Center : Computational Engineering and Networking
Department : Computer Science, Electronics and Communication
Year : 2009
Abstract : In this paper, a cognitive approach for car tracking is proposed. A biologically motivated attention system detects regions of interest in images based on concepts of the human visual system. A top-down guided visual search module of the system enables to highlight features of a previously learned target object. Here, the attention system identifies the appearance of the vehicle and builds a top-down, target-related saliency map. This enables to focus on the most relevant features of the vehicle and helps in tracking in the subsequent frames. The system operates in real-time and can cope with the requirements of real-world tasks such as illumination variations.
Cite this Research Publication : J. Amudha and Dr. Soman K. P., “Saliency based visual tracking of vehicle”, International Journal of Recent Trends in Engineering, vol. 2, no. 2, p. 114, 2009.