SitRS XT - Towards Near Real Time Situation Recognition
نویسندگان
چکیده
Nowadays, the Internet of Things gains more and more attention through cheap, highly interconnected hardware devices that are attached with sensors and actuators. This results in an instrumented environment that provides sufficient context information to drive what is called situation recognition. Situations are derived from large amounts of context data, which is difficult to handle. In this article, we present SitRS XT, an extension of our previously introduced situation recognition service SitRS, to enable situation recognition in near real time. SitRS XT provides easy to use situation recognition based on Complex Event Processing, which is highly efficient. The architecture and method of SitRS XT is described and evaluated through a prototypical implementation.
منابع مشابه
A Real Time Traffic Sign Detection and Recognition Algorithm based on Super Fuzzy Set
Advanced Driver Assistance Systems (ADAS) benefit from current infrastructure to discern environmental information. Traffic signs are global guidelines which inform drivers from near characteristics of paths ahead. Traffic Sign Recognition (TSR) system is an ADAS that recognize traffic signs in images captured from road and show information as an adviser or transmit them to other ADASs. In this...
متن کاملAction Change Detection in Video Based on HOG
Background and Objectives: Action recognition, as the processes of labeling an unknown action of a query video, is a challenging problem, due to the event complexity, variations in imaging conditions, and intra- and inter-individual action-variability. A number of solutions proposed to solve action recognition problem. Many of these frameworks suppose that each video sequence includes only one ...
متن کاملTowards a Real-Time Situational Awareness System for Surveillance Applications in Unconstrained Environments
Observing public spaces like car parks, airports, and train stations via video surveillance is an extremely tedious and error-prone activity for human operators. A generic real-time system is presented which closes the situational awareness loop from basic object detection, object tracking and conceptual situation recognition. The situation recognition is implemented as formal knowledge-based r...
متن کاملTECHNICAL REPORT: On Recognition of Seasonal Predictability in SLIGRO product sales
A summary of new results on SLIGRO sales prediction. 1 The task We aim to predict one week ahead the quantity of weekly product sales, aggregated over all SLIGRO locations. 2 What’s new since ICDM paper The modifications since ICDM paper are the following: 1. Product categorization into 2 classes: ‘predictable’ and ‘unpredictable’ (previously we had 4). 2. Product categorization using the Linea...
متن کاملThe Interplay between Reconstruction and Recognition
This report is concerned with understanding the interplay between 3D face reconstruction and recognition. We provide analysis for the effect of adaptive sparse 3D reconstructions on recognition rate. This work illustrates that, for 3D face recognition, a proper mesh containing nearly 2% of the facial information and about 5 times the initial/root mesh provides similar recognition rate as one wi...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- JIDM
دوره 7 شماره
صفحات -
تاریخ انتشار 2016