• DocumentCode
    3542411
  • Title

    An MPEG-4 Quadric-based LoD simplification for facial animation

  • Author

    Duarte, Ricardo Leandro Parreira ; El Rhalibi, Abdennour ; Carter, Christopher ; Cooper, Simon ; Merabti, Madjid

  • Author_Institution
    Sch. of Comput. & Math. Sci., Liverpool John Moores Univ., Liverpool, UK
  • fYear
    2012
  • fDate
    10-12 May 2012
  • Firstpage
    743
  • Lastpage
    748
  • Abstract
    Level of detail (LoD) techniques provide efficient and established tools that reduce 3D models complexity while attempting to preserve their features. While these techniques are well documented and have been applied with proven results, only few solutions attempted to create a solution that is compatible with Motion Picture Experts Group (MPEG-4) facial animation standard, which involves human facial mesh simplification. In this paper we present our work on an adaptive LoD algorithm which prioritises the human face features in the facial mesh and simplifies the animation streams, reducing animation complexity and overhead. Our approach applies continuous LOD to a MPEG-4 compliant model using an extension of Garland´s Quadric-Based Surface algorithm and introducing a novel error metric. This is achieved with a novel approach that applies a selective model simplification that is both MPEG-4 compatible and also can simplify animation streams.
  • Keywords
    computational complexity; computer animation; face recognition; feature extraction; solid modelling; 3D model complexity; Garland quadric-based surface algorithm; MPEG-4 facial animation standard; MPEG-4 quadric-based LoD simplification; adaptive LoD algorithm; animation complexity reduction; animation streams; facial animation; facial mesh; feature preservation; human face features; human facial mesh simplification; level of detail techniques; motion picture experts group facial animation; selective model simplification; Face; Facial animation; Joints; Measurement; Mouth; Transform coding; Animation; Error Metric; Facial Animation; LOD; MPEG-4; Quadric-Base Surface Simplification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Computing and Systems (ICMCS), 2012 International Conference on
  • Conference_Location
    Tangier
  • Print_ISBN
    978-1-4673-1518-0
  • Type

    conf

  • DOI
    10.1109/ICMCS.2012.6320171
  • Filename
    6320171