Implementation of Dynamic Threshold Method for Human Motion Detection in Video surveillance application
Journal Title: INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY - Year 2014, Vol 13, Issue 8
Abstract
Detection of moving objects in video streams is the first relevant step of information extraction in many computer vision applications. Aside from the intrinsic usefulness of being able to segment video streams into moving and background components, detecting moving objects provides a focus of attention for recognition, classification, and activity analysis, making these later steps more efficient. This paper implemented a method to detect moving object based on background subtraction. First of all, we establish a reliable background updating model based on statistical and use a dynamic optimization threshold method to obtain a more complete moving object. The moving human bodies are accurately and reliably detected. The experiment results show that the proposed method runs quickly, accurately and fits for the real-time detection.
Authors and Affiliations
Ms. Pritee Gupta, Dr. Yashpal Singh
Keywords
Related Articles
- EP ID EP650599
- DOI 10.24297/ijct.v13i8.7077
- Views 65
- Downloads 0
Performance Evaluation of Ciphers Using CRYPTOOL 2.0
Cryptography is an emerging technology, which is important for network security. Research on cryptography is still in its developing stages and considerable research effort is required. This paper includes the complete s...
STUDY OF TEST CASE PRIORITIZATION TECHNIQUE USING APFD
Regression testing is used to ensure that bugs are fixed and new functionality introduce in a new version of a software that don't adversely affect the original functionality inherited from the previous version.Regressio...
Solutions of Linear and Nonlinear Volterra Integral Equations Using Hermite and Chebyshev Polynomials
The purpose of this work is to provide a novel numerical approach for the Volterra integral equations based on Galerkin weighted residual approximation. In this method Hermite and Chebyshev piecewise, continuous and diff...
Balanced Scorecard Model for Hazards Risk Management at Limpopo River Basin A Country Participatory Approach for MCDA with Scenario Planning
This paper focuses on the application of both Balanced Scorecard (BSC) conceptual framework and Multi-criteria Decision Analysis (MCDA) a tool for Scenario Planning as a tool for Strategic Decision Thinking, on hazard ri...
Finding a Relative Testing approach for Service Oriented Architecture
A SOA (Service Oriented Architecture) is an enterprise-scale IT architecture for linking resources on demand. In a SOA, resources are made available to participants in a value net, enterprise, and line of business. Servi...