Samurai Project

Samurai Project
Suspicious and abnormal behaviour monitoring using a netwotk


About us

The SAMURAI consortium consists of 9 members spanning 6 countries in Europe. While all countries are members of EU-25, two are from relatively new member states.

The consortium partners have been carefully chosen to have specific, independent and complementary skills essential for completing SAMURAI's work. The consortium includes three Small-to-Medium Enterprises (SMEs) of which two are from newer EU countries.

The fourth industrial partner (ind) is a large European manufacturer (ELS) who is a leader in the security industry and has expertise in large system integration.

There are two universities (acad), required for the forward looking nature of this research. To ensure relevance to the societal needs of the EU, the full project partners include three significant end users (user) in the transportation sector where the need for security has, in the last decade, become a major issue.

Eleven further end-users make up the User Advisory Group, which will make recommendations on the work and results of SAMURAI.

Scientific Objective
SAMURAI will develop robust moving object, segmentation, categorisation and tagging in video captured by multiple cameras from medium-long range distance, e.g. identifying, monitoring and tracking people with luggage between different locations at an airport. Automated focus of attention and identification in a distributed sensor network that includes fixed and mobile cameras, positioning sensors, and wearable audio/video sensors.  Global situational awareness assessment and image retrieval of objects by types, movement patterns with incidents across a distributed network of cameras. Online adaptive abnormal behaviour monitoring for profiling and inference of abnormal behaviours / events captured by multiple cameras. We will also exploit methods for feeding back into the algorithm human operator’s evaluation on any abnormality detection output in order to guide and speed up the incremental and adaptive behaviour profiling algorithm.SAMURAI will develop groundbreaking technology that can be interfaced with existing CCTV systems  employed widely within the EU. By concentrating the technology developments onto multiple cameras and mobile cameras, many of the limitations of the existing state-of-the-art will be overcome by incorporating strong end users with a widely deployed CCTV system in the Consortium. SAMURAI will allow prevention and rapid-response to events as they unfold.

 
 

European Community flagSeventh Framework Programme
Grant No FP7-SEC-2007-01 No. 217899

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