An intelligent system for effective fire detection in video: An image processing approach
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2015, Vol 3, Issue 1
Abstract
In this paper, we propose a real-time fire-detector that combines foreground object information with color pixel statistics of fire. Simple adaptive background model of the scene is generated by using three Gaussian distributions, where each distribution corresponds to the pixel statistics in the respective color channel. The foreground information is extracted by using adaptive background subtraction algorithm, and then verified by the statistical fire color model to determine whether the detected foreground object is a fire candidate or not. A generic fire color model is constructed by statistical analysis of the sample images containing fire pixels. The first contribution of the paper is the application of real-time adaptive background subtraction method that aids the segmentation of the fire candidate pixels from the background. The second contribution is the use of a generic statistical model for refined fire-pixel classification. The two processes are combined to form the fire detection system and applied for the detection of fire in the consecutive frames of video sequences.
Authors and Affiliations
Saurabh Shrivastava, Prof. Shivam Khare, Prof. Richa Shrivastava
Keywords
Related Articles
- EP ID EP19322
- DOI -
- Views 269
- Downloads 4
UPFC Based Wind Energy Efficient System
The rapid growth of wind power systems worldwide will likely see the integration of large wind farms with electrical network that are series compensated stable transmission of bulk power. Using Flexible AC Transmission...
Integrating Virtual Laboratory with Education Using Intranet
Virtual Laboratory is a project which is aims to provide remote-access to Laboratories in various disciplines of engineering for students at all levels. The terms virtual lab (VL) and learning platform are generically u...
Beneficial Effects Of Meditative Practices And Selected Asana Practices On Stress Management Among Working Women
The purpose of the study was to find out the beneficial effects of meditative practices and selected asana practices on stress management among working women. To achieve this purpose thirty working women were selected a...
Review of Lucene Indexing Algorithm on Public Cloud
In today’s world users are generating huge amount of data therefore they have to outsource it to the public cloud. Cloud server is not trusted; data security is the main concern for data owners. To preserve the privacy...
MATLAB based Simulations model for three phases Power System Network
The primary aim of this research work is to build up a MATLAB based Simulation model for 3 phase symmetrical and unsymmetrical faults. This paper ways to deal with the MATLAB programming in which transmission line model...