Real Time Analysis of Crowd Behaviour for Automatic and Accurate Surveillance
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2019, Vol 10, Issue 3
Abstract
Surveillance in this modern era is a necessity. Creating an alert in case of emergencies and disturbances is of very much importance. As the number of simultaneous camera feeds increase, burden on human supervisor also increases. The proposed system is a way to aid human supervisor in the surveillance job. Creating alerts in real time will help responding quickly to crucial situations. With this in mind, we propose the following things: (1) Generation of ViF (Violent Flow Descriptors) as high-level features in real time. (2) Using generated ViF’s of a Video Dataset for training a neural net and testing its accuracy.(3) Developing a system that can detect the signs of disturbance among the crowd in real time and can learn from the decisions it makes.
Authors and Affiliations
E Padmalatha, Karedla Anantha Sashi Sekhar, Dasarada Ram Reddy Mudiam
Keywords
Related Articles
- EP ID EP499602
- DOI 10.14569/IJACSA.2019.0100363
- Views 89
- Downloads 0
Comparative Study for Software Project Management Approaches and Change Management in the Project Monitoring & Controlling
A software project encounters many changes during the software development life cycle. The key challenge is to control these changes and manage their impact on the project plan, budget, and implementation schedules. A we...
Green Technology, Cloud Computing and Data Centers: the Need for Integrated Energy Efficiency Framework and Effective Metric
Energy efficiency (EE), energy consumption cost and environmental impact are vibrant challenges to cloud computing and data centers. Reducing energy consumption and emissions of carbon dioxide (CO2) in data centers repre...
A Novel Architecture for 5G Ultra Dense Heterogeneous Cellular Network
The mounting use of wireless devices and wide range applications in an ultra-dense heterogeneous wireless network has directed to the challenging circumstances that could not be handled till 4G. In order to deal with the...
A Novel Architecture for Network Coded Electronic Health Record Storage System
The use of network coding for large scale content distribution improves download time. This is demonstrated in this work by the use of network coded Electronic Health Record Storage System (EHR-SS). A Novel Architecture...
Query Expansion based on Explicit-Relevant Feedback and Synonyms for English Quran Translation Information Retrieval
Search engines are commonly present as information retrieval applications that help to retrieve relevant information from different domain areas. The crucial part of improving the quality of search engine is based on que...