• DocumentCode
    2208175
  • Title

    Gender classification using Radon and Wavelet Transforms

  • Author

    Rai, Preeti ; Khanna, Pritee

  • Author_Institution
    PDPM (Indian Inst. of Inf. Technol., Design & Manuf.), Jabalpur, India
  • fYear
    2010
  • fDate
    July 29 2010-Aug. 1 2010
  • Firstpage
    448
  • Lastpage
    451
  • Abstract
    In this paper a new approach is proposed to recognize gender from the face image. This approach will detect the face from the given image. Radon and Wavelet Transforms are combined to extract key facial features for each face images of male and female. These features will be used to classify the face images of each pattern. We have compared the DCT extracted face feature with our face feature extracted by Radon and Wavelet Transforms. The experimental result shows that the proposed approach (combination of face detector, radon and wavelet transforms, KNN classifier) achieves better performance.
  • Keywords
    Radon transforms; face recognition; feature extraction; image classification; wavelet transforms; DCT; KNN classifier; face detection; face image; facial feature extraction; gender classification; radon transform; wavelet transform; Classification algorithms; Detectors; Discrete cosine transforms; Face; Feature extraction; Wavelet transforms; KNN classifier; discrete cosine transform; face detector; radon and wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial and Information Systems (ICIIS), 2010 International Conference on
  • Conference_Location
    Mangalore
  • Print_ISBN
    978-1-4244-6651-1
  • Type

    conf

  • DOI
    10.1109/ICIINFS.2010.5578661
  • Filename
    5578661