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ISVC
2010
Springer
13 years 3 months ago
Automatic Learning of Gesture Recognition Model Using SOM and SVM
In this paper, we propose an automatic learning method for gesture recognition. We combine two different pattern recognition techniques: the SelfOrganizing Map (SOM) and Support Ve...
Masaki Oshita, Takefumi Matsunaga
EUROSSC
2007
Springer
13 years 11 months ago
Recognition of User Activity Sequences Using Distributed Event Detection
We describe and evaluate a distributed architecture for the online recognition of user activity sequences. In a lower layer, simple heterogeneous atomic activities were recognised ...
Oliver Amft, Clemens Lombriser, Thomas Stiefmeier,...
MOBIQUITOUS
2007
IEEE
13 years 11 months ago
Temporary Interconnection of ZigBee Personal Area Network (PAN)
—ZigBee is popular for Wireless Sensor Network (WSN) devices because of its low power consumption, built-in security method and ratified specifications. With these features, it...
Sewook Jung, Alexander Chang, Mario Gerla
SASO
2008
IEEE
13 years 11 months ago
Pervasive Self-Learning with Multi-modal Distributed Sensors
Truly ubiquitous computing poses new and significant challenges. A huge number of heterogeneous devices will interact to perform complex distributed tasks. One of the key aspects...
Nicola Bicocchi, Marco Mamei, Andrea Prati, Rita C...
LOCA
2007
Springer
13 years 11 months ago
Scalable Recognition of Daily Activities with Wearable Sensors
Abstract. High-level and longer-term activity recognition has great potentials in areas such as medical diagnosis and human behavior modeling. So far however, activity recognition ...
Tâm Huynh, Ulf Blanke, Bernt Schiele