Now showing items 1-15 of 15

  • A real-time body tracking system for smart rooms 

    Alcoverro Vidal, Marcel; López Méndez, Adolfo; Casas Pla, Josep Ramon; Pardàs Feliu, Montse (2011)
    Conference report
    Restricted access - publisher's policy
    We present a real-time human body tracking system for a single user in a Smart Room scenario. In this paper we propose a novel system that involves a silhouette-based cost function using variable windows, a hierarchical ...
  • Approximate partitioning of observations in hierarchical particle filter body tracking 

    López Méndez, Adolfo; Alcoverro Vidal, Marcel; Pardàs Feliu, Montse; Casas Pla, Josep Ramon (2011)
    Conference report
    Restricted access - publisher's policy
    This paper presents a model-based hierarchical particle filtering algorithm to estimate the pose and anthropometric parameters of humans in multi-view environments. Our method incorporates a novel likelihood measurement ...
  • Articulated models for human motion analysis 

    López Méndez, Adolfo (Universitat Politècnica de Catalunya, 2012-12-10)
    Doctoral thesis
  • Can our TV robustly understand human gestures? Real-Time Gesture Localization in Range Data 

    López Méndez, Adolfo; Casas Pla, Josep Ramon (ACM Press. Association for Computing Machinery, 2012)
    Conference report
    Restricted access - publisher's policy
    The 'old' remote falls short of requirements when confronted with digital convergence for living room displays. Enriched options to watch, manage and interact with content on large displays demand improved means of ...
  • Connected Operators on 3D data for human body analysis 

    Alcoverro Vidal, Marcel; López Méndez, Adolfo; Pardàs Feliu, Montse; Casas Pla, Josep Ramon (2011)
    Conference report
    Restricted access - publisher's policy
    This paper presents a novel method for filtering and extraction of human body features from 3D data, either from multi-view images or range sensors. The proposed algorithm consists in processing the geodesic distances on ...
  • Feature-based annealing particle filter for robust body pose estimation 

    López Méndez, Adolfo; Casas Pla, Josep Ramon (2009-02)
    Conference report
    Open Access
    This paper presents a new annealing method for particle filtering in the context of body pose estimation. The feature-based annealing is inferred from the weighting functions obtained with common image features used for ...
  • Feature-based annealing particle filter for robust motion capture 

    López Méndez, Adolfo (Universitat Politècnica de Catalunya, 2009-03-02)
    Master thesis
    Open Access
    This thesis presents a new annealing method for particle filtering aiming at body pose estimation. Particle filters are Monte Carlo methods commonly employed in non-linear and non-Gaussian Bayesian problems, such as the ...
  • Human Motion Analysis Module 

    López Méndez, Adolfo; Casas Pla, Josep Ramon (2009-10-09)
    External research report
    Restricted access - confidentiality agreement
    This document presents the implemented algorithms for human motion analysis within ACTIBIO. According to the systems developed in WP3 two main branches of analysis have been defined: model-based and model-free analysis. ...
  • INTAIRACT: Joint hand gesture and fingertip classification for touchless interaction 

    Suau Cuadros, Xavier; Alcoverro Vidal, Marcel; López Méndez, Adolfo; Ruiz Hidalgo, Javier; Casas Pla, Josep Ramon (Springer, 2012)
    Conference lecture
    Restricted access - publisher's policy
    In this demo we present intAIRact, an online hand-based touchless interaction system. Interactions are based on easy-to-learn hand gestures, that combined with translations and rotations render a user friendly and highly ...
  • Metric learning from poses for temporal clustering of human motion 

    López Méndez, Adolfo; Gall, Juergen; Casas Pla, Josep Ramon; van Gool, Luc (2012)
    Conference lecture
    Restricted access - publisher's policy
    Temporal clustering of human motion into semantically meaningful behaviors is a challenging task. While unsupervised methods do well to some extent, the obtained clusters often lack a semantic interpretation. In this paper, ...
  • Multi-view body tracking with a detector-driven hierarchical particle filter 

    Navarro, S.; López Méndez, Adolfo; Alcoverro Vidal, Marcel; Casas Pla, Josep Ramon (Springer, 2012)
    Conference report
    Restricted access - publisher's policy
    In this paper we present a novel approach to markerless human motion capture that robustly integrates body part detections in multiple views. The proposed method fuses cues from multiple views to enhance the propagation ...
  • Real-time upper body tracking with online initialization using a range sensor 

    López Méndez, Adolfo; Alcoverro Vidal, Marcel; Pardàs Feliu, Montse; Casas Pla, Josep Ramon (2011)
    Conference report
    Restricted access - publisher's policy
    We present a novel method for upper body pose estimation with online initialization of pose and the anthropometric profile. Our method is based on a Hierarchical Particle Filter that defines its likelihood function with ...
  • Research and state-of-the-art algorithms of event-related activities for human monitoring 

    López Méndez, Adolfo; Casas Pla, Josep Ramon (2009-03-01)
    External research report
    Restricted access - confidentiality agreement
    In this report we analyze state-of-the-art algorithms for human monitoring in generic environments and we focus on video monitoring of human activity. The objective is to define the basis upon which the ACTIBIO dataset ...
  • Research on state-of-the art algorithms for Human detection and tracking in controlled environments and recommendations for system development 

    López Méndez, Adolfo; Casas Pla, Josep Ramon; Huang, Xiaxi; Boulgouris, Nicolaos V. (2008-11-01)
    External research report
    Restricted access - confidentiality agreement
    The present document aims at reviewing the state-of-the-art algorithms for human detection and tracking that are relevant to ACTIBIO objectives. The document is split into two main parts: Human Detection and Human Body Tracking
  • Virtual view appearance representation for human motion analysis in multi-view environments 

    López Méndez, Adolfo; Canton Ferrer, Cristian; Casas Pla, Josep Ramon (2010)
    Conference report
    Restricted access - publisher's policy
    We propose a view-invariant representation of human appearance in multi-view scenarios consisting in a new set of views that overcome the view-dependency and moderate occlusion problems of fixed cameras. First, a 3D ...