A New approach for Cam-Shift Algorithm for Tracking a Moving Object
Journal Title: International Journal of Research in Computer and Communication Technology - Year 2012, Vol 1, Issue 7
Abstract
The main aim of this paper to track a target which plays a key component of video surveillance and monitoring systems. In this paper, we present an new approach to CamShift algorithm and kalman filter for tracking a target in video sequences in real time. Firstly, a background-weighted histogram which helps to distinguish the target from the background and other targets is introduced. Secondly, the window size is calculated to track the target as its shape and orientation change. Finally, we use a Kalman Filter to avoid being trapped by a local maximum. The introduction of the Kalman Filter results better tracking of a moving object.
Authors and Affiliations
K. Sirisha, Dr. Ramesh Patnaik
Keywords
Related Articles
- EP ID EP27525
- DOI -
- Views 325
- Downloads 7
A Reliable Image Steganography with Image Clustering and Robust Steganography using IWT
Steganography is the science that includes imparting mystery information in a suitable sight and multimedia bearer, e.g., picture, sound, and video records. In this paper, we propose a changed secure steganography pla...
Improved Fused Floating Point Add-Subtract Unit
This paper presents improved architectures for a fused floating -point add–subtract unit. The fused floating -point add–subtract unit is useful for digital signal processing (DSP) applications such as fast Fourier tr...
Parameter Optimization of Elliptical Microstrip Patch Antenna using Genetic Algorithms
In this paper, Genetic Algorithms (GA) has been applied to calculate the optimized parameters of Elliptical Microstrip antenna. The fitness function has been developed in GA and the optimized dimensions of the antenn...
Self-assured Deduplication by means of economical and consistent merging basis supervision
Data deduplication is a critical system in support dispose of excess information as an option of enthralling records; it provisions simply distinct copy of file. Together with the whole associations stockpiling patte...
A Novel Approach for Reducing Routing Overhead In Mobile Ad hoc Network
The Mobile Adhoc Networks(MANET) are the examples of infrastructure less networks and are having frequent occurrence of route discoveries. In MANET, the routing has been performed with the help of neighbouring infor...