Enhanced pseudo Zernike moments in face recognition
نویسندگان
چکیده
منابع مشابه
A Discriminant Pseudo Zernike Moments in Face Recognition
This paper introduces a novel discriminant moment-based method as a feature extraction technique for face recognition. In this method, pseudo Zernike moments are performed before the application of Fisher’s Linear Discriminant to achieve a stable numerical computation and good generalization in small-sample-size problems. Fisher’s Linear Discriminant uses pseudo Zernike moments to derive an enh...
متن کاملNear infrared face recognition using Zernike moments and Hermite kernels
Article history: Received 21 June 2014 Received in revised form 7 April 2015 Accepted 11 April 2015 Available online 21 April 2015
متن کاملA face recognition approach using Zernike Moments for video surveillance
In this paper, a face recognition approach using Zernike moments is presented for the main purpose of detecting faces in surveillance cameras. Zernike moments are invariant to rotation and scale and these properties make them an appropriate feature for automatic face recognition. A Viola-Jones detector based on the Adaboost algorithm is employed for detecting the face within an image sequence. ...
متن کاملCopy-move forgery detection using zernike and pseudo zernike moments
Despite the fact that images are a primary source of information, the rapid growing of tools that used to amendment images makes the reliability of the digital images in risk. Copy-Move forgery is one important method to forge an image; where part of the image is copied and pasted in another part of the same image. Regarding the related literature in this topic, many methods were developed to d...
متن کاملImage description with generalized pseudo-Zernike moments.
A new set, to our knowledge, of orthogonal moment functions for describing images is proposed. It is based on the generalized pseudo-Zernike polynomials that are orthogonal on the unit circle. The generalized pseudo-Zernike polynomials are scaled to ensure numerical stability, and some properties are discussed. The performance of the proposed moments is analyzed in terms of image reconstruction...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEICE Electronics Express
سال: 2005
ISSN: 1349-2543
DOI: 10.1587/elex.2.70