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Object Classification and Tracking in Real Time: An Overview

Object Classification and Tracking in Real Time: An Overview

Amlan Jyoti Das, Navajit Saikia, Kandarpa Kumar Sarma
Copyright: © 2016 |Pages: 46
ISBN13: 9781466696853|ISBN10: 1466696850|EISBN13: 9781466696860
DOI: 10.4018/978-1-4666-9685-3.ch011
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MLA

Das, Amlan Jyoti, et al. "Object Classification and Tracking in Real Time: An Overview." Emerging Technologies in Intelligent Applications for Image and Video Processing, edited by V. Santhi, et al., IGI Global, 2016, pp. 250-295. https://doi.org/10.4018/978-1-4666-9685-3.ch011

APA

Das, A. J., Saikia, N., & Sarma, K. K. (2016). Object Classification and Tracking in Real Time: An Overview. In V. Santhi, D. Acharjya, & M. Ezhilarasan (Eds.), Emerging Technologies in Intelligent Applications for Image and Video Processing (pp. 250-295). IGI Global. https://doi.org/10.4018/978-1-4666-9685-3.ch011

Chicago

Das, Amlan Jyoti, Navajit Saikia, and Kandarpa Kumar Sarma. "Object Classification and Tracking in Real Time: An Overview." In Emerging Technologies in Intelligent Applications for Image and Video Processing, edited by V. Santhi, D. P. Acharjya, and M. Ezhilarasan, 250-295. Hershey, PA: IGI Global, 2016. https://doi.org/10.4018/978-1-4666-9685-3.ch011

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Abstract

Algorithms for automatic processing of visual data have been a topic of interest since the last few decades. Object tracking and classification methods are highly demanding in vehicle traffic control systems, surveillance systems for detecting unauthorized movement of vehicle and human, mobile robot applications, animal tracking, etc. There are still many challenging issues while dealing with dynamic background, occlusion, etc. in real time. This chapter presents an overview of various existing techniques for object detection, classification and tracking. As the most important requirements of tracking and classification algorithms are feature extraction and selection, different feature types are also included.

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