• DocumentCode
    684909
  • Title

    Multiview Active Shape Models with SIFT Descriptors for the 300-W Face Landmark Challenge

  • Author

    Milborrow, Stephen ; Bishop, Tom E. ; Nicolls, F.

  • fYear
    2013
  • fDate
    2-8 Dec. 2013
  • Firstpage
    378
  • Lastpage
    385
  • Abstract
    The 2013 iBUG 300-W Challenge tests the ability of participants´ software to locate landmarks in unseen images of faces. We approach the challenge with Active Shape Models (ASMs) that incorporate a modified version of SIFT descriptors. We make use of multiple ASMs, searching for landmarks with the ASM that best matches the face´s estimated yaw. This simple approach is shown to be effective on a variety of datasets.
  • Keywords
    Fourier transforms; face recognition; ASM; SIFT descriptors; face images; face landmark challenge; iBUG 300-W challenge test; multiview active shape model; Computer vision; Conferences; Active Shape Models; Facial Landmarks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision Workshops (ICCVW), 2013 IEEE International Conference on
  • Conference_Location
    Sydney, NSW
  • Type

    conf

  • DOI
    10.1109/ICCVW.2013.57
  • Filename
    6755922
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=684909