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KI
2010
Springer
15 years 1 months ago
Towards High-Level Human Activity Recognition through Computer Vision and Temporal Logic
Most approaches to the visual perception of humans do not include high-level activity recognitition. This paper presents a system that fuses and interprets the outputs of several c...
Joris Ijsselmuiden, Rainer Stiefelhagen
131
Voted
IWINAC
2009
Springer
15 years 9 months ago
Quality Checking of Medical Guidelines Using Interval Temporal Logics: A Case-Study
Computer-based decision support in health-care is becoming more and more important in recent years. Clinical Practise Guidelines are documents supporting health-care professionals ...
Guido Sciavicco, José M. Juárez, Man...
ESANN
2000
15 years 4 months ago
Analytical comparison of the Temporal Kohonen Map and the Recurrent Self Organizing Map
The basic SOM is indi erent to the ordering of the input patterns. Real data, however, is often sequential in nature thus context of a pattern may signi cantly in uence its correc...
Markus Varsta, Jukka Heikkonen, Jouko Lampinen
ECCV
2008
Springer
16 years 5 months ago
Discriminative Sparse Image Models for Class-Specific Edge Detection and Image Interpretation
Abstract. Sparse signal models learned from data are widely used in audio, image, and video restoration. They have recently been generalized to discriminative image understanding t...
Julien Mairal, Marius Leordeanu, Francis Bach, Mar...
117
Voted
IDEAL
2009
Springer
15 years 9 months ago
STORM - A Novel Information Fusion and Cluster Interpretation Technique
Abstract. Analysis of data without labels is commonly subject to scrutiny by unsupervised machine learning techniques. Such techniques provide more meaningful representations, usef...
Jan Feyereisl, Uwe Aickelin