Fujitsu Advances AI for Social Innovation, Aiding Safer Driving with New Deep Learning Solution
Fujitsu Laboratories of Europe Ltd.
- Fujitsu Laboratories of Europe has developed an advanced data analytics technology, with a range of social applications including one to enable safer driving
- The solution combines state-of-the-art deep learning-based recognition techniques with a variety of social signals to deliver real-time insights
- The initial use case provides real-time information of a driver’s safe and unsafe activities
- The technology will be demonstrated for the first time at the Fujitsu Innovation Gathering, co-located with the Fujitsu World Tour 2016 in Paris, France
Fujitsu’s new AI solution considerably extends conventional sensor-based activity recognition technology, which is traditionally geared towards health and personal fitness applications. In the safer driving use case, Fujitsu Laboratories of Europe has developed an analytics solution to analyse driver behaviour-based data, captured from a single wrist-worn accelerometer. Rather than recording activities such as walking, running, and cycling, it focuses on detecting ‘micro-interactions’ such as smoking, drinking, or using a mobile phone. These tools provide a much wider range of capabilities for the real-time analysis of driver awareness and the factors affecting their attention.
Fujitsu is actively conducting R&D that advances the concept of Human Centric Innovation, enabling a hyperconnected world from back-end ICT infrastructure to front-end Internet of Things (IoT) devices. Fujitsu Laboratories of Europe’s Executive Vice President, Dr Adel Rouz, expands : "Our new social innovation solution is an example of how we can harness data from connected devices and apply deep learning to unlock key information, providing real-time analysis and insight for time-sensitive applications, such as the safer driving use case. We are confident that it has value for a wide range of applications, including energy management for example. Using a variety of smart meter sensors, measuring factors such as CO2, humidity and temperature, to infer room occupancy, our solution can identify with high accuracy whether or not a room is occupied by analyzing changes in sensor measurements. Another area is the financial services domain, where the technology can be deployed for searching and analyzing trends in financial data, represented as time series signals and analysed with the same ‘imagification’-based deep learning technology. The objective is to enable analyists instantly to assess the state of the market through real-time analysis of thousands of similar situations in the past."
Fujitsu’s solution overcomes the inefficiencies of existing machine learning approaches by enabling a more natural, human-friendly visual approach to the task of data analysis. Rather than making predictions on raw numerical data, the system makes predictions based on visual representations of the same data, leveraging the high accuracy of state-of-the-art deep learning based recognition systems.
Fujitsu is the leading Japanese information and communication technology (ICT) company offering a full range of technology products, solutions and services. Approximately 156,000 Fujitsu people support customers in more than 100 countries. We use our experience and the power of ICT to shape the future of society with our customers. Fujitsu Limited (TSE: 6702) reported consolidated revenues of 4.7 trillion yen (US$41 billion) for the fiscal year ended March 31, 2016. For more information, please see http://www.fujitsu.com/global/.
About Fujitsu Laboratories of Europe
Established in 2001 and with an active presence in Europe since 1990, Fujitsu Laboratories of Europe Limited represents Fujitsu Laboratories across EMEIA, focusing on regional initiatives that reflect the diverse mix of countries and ideologies. Fujitsu Laboratories of Europe is focused on the creation of cutting-edge solutions that benefit society, working with customers, collaboration partners and society as a whole to drive the evolution of information communication technologies. It works on the principle of open innovation, with particular emphasis on Future Networking, Big Data Analytics, the Internet of Things, Social Innovations, and Supercomputer Applications, please see http://www.fujitsu.com/uk/fle/.
Garrett Axford Ltd (on behalf of Fujitsu Laboratories of Europe Ltd)
Phone: +44 1903 854900
Company:Garrett Axford Ltd
Georgina Garrett, Director
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Date: 09 June, 2016
Fujitsu Laboratories of Europe Ltd.