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IROS
2007
IEEE
129views Robotics» more  IROS 2007»
15 years 4 months ago
Representability of human motions by factorial hidden Markov models
— This paper describes an improved methodology for human motion recognition and imitation based on Factorial Hidden Markov Models (FHMM). Unlike conventional Hidden Markov Models...
Dana Kulic, Wataru Takano, Yoshihiko Nakamura
ICPR
2008
IEEE
15 years 11 months ago
Geometric constraints on 2D action models for tracking human body
We propose a 2D model-based approach for tracking human body parts during articulated motion. A human is modeled as a stick figure with thirteen landmarks, and an action is a sequ...
Alexei Gritai, Arslan Basharat, Mubarak Shah
ECCV
2004
Springer
15 years 11 months ago
3D Human Body Tracking Using Deterministic Temporal Motion Models
Abstract. There has been much effort invested in increasing the robustness of human body tracking by incorporating motion models. Most approaches are probabilistic in nature and se...
Raquel Urtasun, Pascal Fua
WSC
2001
14 years 11 months ago
Modelling and improving human decision making with simulation
Modelling human interaction and decision-making within a simulation presents a particular challenge. This paper describes a methodology that is being developed known as `knowledge...
Stewart Robinson, Thanos Alifantis, Robert Hurrion...
ICMCS
2005
IEEE
68views Multimedia» more  ICMCS 2005»
15 years 3 months ago
A neural-field-like approach for modeling human group actions in meetings
In this paper we investigate a new architecture for recognizing human group actions in meetings. These group actions provide a basis that enables effective browsing and querying i...
Stephan Reiter, Gerhard Rigoll