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ICANN
2010
Springer
15 years 7 months ago
Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks
Abstract. In this paper, we propose a novel approach for action classification in soccer videos using a recurrent neural network scheme. Thereby, we extract from each video action ...
Moez Baccouche, Franck Mamalet, Christian Wolf, Ch...
AI
2005
Springer
15 years 6 months ago
Semiotic schemas: A framework for grounding language in action and perception
A theoretical framework for grounding language is introduced that provides a computational path from sensing and motor action to words and speech acts. The approach combines conce...
Deb Roy
CORR
2002
Springer
93views Education» more  CORR 2002»
15 years 6 months ago
Modeling Complex Domains of Actions and Change
This paper studies the problem of modeling complex domains of actions and change within highlevel action description languages. We investigate two main issues of concern: (a) can ...
Antonis C. Kakas, Loizos Michael
DMIN
2009
142views Data Mining» more  DMIN 2009»
15 years 4 months ago
Action Selection in Customer Value Optimization: An Approach Based on Covariate-Dependent Markov Decision Processes
Typical methods in CRM marketing include action selection on the basis of Markov Decision Processes with fixed transition probabilities on the one hand, and scoring customers separ...
Angi Roesch, Harald Schmidbauer
ACCV
2010
Springer
15 years 1 months ago
Modeling Sense Disambiguation of Human Pose: Recognizing Action at a Distance by Key Poses
Abstract. We propose a methodology for recognizing actions at a distance by watching the human poses and deriving descriptors that capture the motion patterns of the poses. Human p...
Snehasis Mukherjee, Sujoy Kumar Biswas, Dipti Pras...