Tried and Tested: Can Open Source Boost CCTV into the 21st Century?
With funding from the UK’s innovation agency, Innovate UK, Zircon Software Ltd is working to find out whether security surveillance systems and associated analytics can work in a station environment without disrupting the rail network. To achieve this, Zircon are planning to utilise advanced video analytics, taking functional open source Machine Learning libraries wrapped in bespoke software, to boost the efficiency of established CCTV systems.
Though cameras produce streams of data while filming, the systems that sit behind them need modernising to keep up with the video capability that large scale CCTV operations can offer. Currently, video data is used as additional support for incidents that are witnessed on location. The Innovate UK challenge aims to develop a system capable of automatically detecting potential passenger/rail safety issues, intending to enhance manual control room activities and station security and safety as a whole. The vision is to have video data inform control room operators of potential problems as and even before they occur.
Rather than reinvent the wheel, Zircon engineers have begun the process of engineering a bespoke statistical analytics engine that will pull together some of the best open-source tools from successful Machine Learning projects, such as TensorFlow. Instead of imitating a Harry Potteresque invisibility cloak with this technology as the TensorFlow.js team have done, these technologies will be utilised to raise alerts and reports on behaviours such as loitering, abandoned objects and crowd trend analysis.
Zircon is expecting that the utilisation of successful open-source software and other suitable toolsets will greatly reduce the time required to bring a prototype into a reality, and will reliably reduce response times for dealing with incidents.
Though specific to the rail centre, there is some excitement surrounding the outcome of this challenge and its potential implications for other industry sectors with control room environments.
About the Competition
The SBRI programme uses the power of government procurement to drive innovation. It provides opportunities for innovative companies to engage with the public sector and gain contracts to solve specific problems. Competitions for new technologies and ideas are run on specific topics and aim to engage a broad range of organisations.
Two new SBRIs have been announced to drive efficiency and safety in the rail industry. Network Rail will work with Innovate UK, part of UK Research and Innovation, to invest up to £3m to address two of the objectives identified in Network Rail’s CP6 funding strategy for research and development:
- Automated tunnel examination
- Security surveillance analytics for stations
Zircon has won a place in the competition to develop a security surveillance analytics solution for stations.
This is the first phase of a 2-phase competition. In the first phase, companies are expected to develop and demonstrate their analytics system using pre-recorded data.
About Zircon Software Ltd
Founded in 2000, Zircon Software provides software engineering consultancy and development services to clients across industries that are characterised by the use of high availability/safety-critical systems and applications.
Our main focus is on helping our clients navigate their way through the process of developing their software products, regardless of whether they be embedded, PC or Cloud based, via our four key service areas:
- Helping to build robust software solutions
- Providing advice on how to improve software development capabilities
- Assisting with the capture and recording of requirements
- Helping clients ensure that their software products are built correctly according to specifications.
About Innovate UK
Innovate UK is the UK’s innovation agency. It works with people, companies and partner organisations to find and drive the science and technology innovations that will grow the UK economy.
For further information visit www.innovateuk.gov.uk.