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KI
2007
Springer
14 years 1 months ago
Location-Based Activity Recognition
Learning patterns of human behavior from sensor data is extremely important for high-level activity inference. We show how to extract and label a person’s activities and signiï¬...
Dieter Fox
ARCS
2006
Springer
13 years 11 months ago
Distributed Modular Toolbox for Multi-modal Context Recognition
Abstract. We present a GUI-based C++ toolbox that allows for building distributed, multi-modal context recognition systems by plugging together reusable, parameterizable components...
David Bannach, Kai S. Kunze, Paul Lukowicz, Oliver...
IROS
2007
IEEE
158views Robotics» more  IROS 2007»
14 years 1 months ago
Feature selection in conditional random fields for activity recognition
Abstract— Temporal classiï¬cation, such as activity recognition, is a key component for creating intelligent robot systems. In the case of robots, classiï¬cation algorithms mus...
Douglas L. Vail, John D. Lafferty, Manuela M. Velo...
TKDE
2012
208views Formal Methods» more  TKDE 2012»
11 years 10 months ago
A Knowledge-Driven Approach to Activity Recognition in Smart Homes
Abstract—This paper introduces a knowledge-driven approach to real-time, continuous activity recognition based on multisensor data streams in smart homes. The approach goes beyon...
Liming Chen, Chris D. Nugent, Hui Wang
AMI
2009
Springer
14 years 2 months ago
Increased Robustness in Context Detection and Reasoning Using Uncertainty Measures: Concept and Application
This paper reports on a novel recurrent fuzzy classiï¬cation method for robust detection of context activities in an environment using either single or distributed sensors. It als...
Martin Berchtold, Michael Beigl