• DocumentCode
    721147
  • Title

    An efficient multithreading approach for localization of face parts

  • Author

    Rashmi, C. ; Vinay, K. ; Hemantha, Kumar G.

  • Author_Institution
    HPC project, Univ. of Mysore, Manasagangothri, India
  • fYear
    2015
  • fDate
    12-13 June 2015
  • Firstpage
    201
  • Lastpage
    205
  • Abstract
    In this paper, we present a face part detection such as eyes, nose and mouth using shared memory programming concept of OpenMP. The task parallelism is exhibited in multiple threads of a core where each thread is assigned with different task that are independent. The existing algorithm haar classifiers has been used for face part detection where initially the face is detected, localized and then the parts are detected, localized. This proposed idea of face part detection resulted in depletion in time compared to sequential execution and increase in speedup.
  • Keywords
    face recognition; feature extraction; image classification; multi-threading; parallel processing; shared memory systems; Haar classifier; OpenMP; face part detection; face part localization; multithreading approach; shared memory programming; task parallelism; Classification algorithms; Face; Face detection; Feature extraction; Libraries; Message systems; Parallel processing; Haar Classifiers; Multithreading; OpenMP; Task-Parallelism;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advance Computing Conference (IACC), 2015 IEEE International
  • Conference_Location
    Banglore
  • Print_ISBN
    978-1-4799-8046-8
  • Type

    conf

  • DOI
    10.1109/IADCC.2015.7154698
  • Filename
    7154698