[PDF] Top 20 Video Based Face Recognition Using Gabor Features and LBP under Varying Illumination or Pose

... ABSTRACT: Face recognition has become one of the intense and interesting research topic in the recent ...robust face recognition system for flawless recognition of face image ... See full document

... [9], Gabor Wavelet [10], SIFT [11], and Speeded-Up Robust Features (SURF) [12], as a few, are among the major approaches developed for local-based face ...and face recognition ... See full document

... Face recognition is one of the most active research areas in the study of pattern recognition and computer ...the face recognition, it is still difficult to develop a robust automatic ... See full document

... a video is called a Face ...Iris, Face, and Fingerprint recognition. Among these methods, Face Recognition provides a more direct, friendly and convenient identification method ... See full document

... model face deformations produced by varying ...by using the Gabor features is used to improve recognition performance across ...variations using appropriate image ... See full document

... for face recognition but dynamic programming based algorithm is used for 2D face ...between features in two ...for video conferencing ...in face recognition, but we ... See full document

... voice, face, iris, fingerprint, veins, ear and so ...facial features have acquired special attention in research as it involves various ...of pose (non- frontal), blur, very low resolution, occlusion ... See full document

... patch-based LBP framework for recognition using four distinctive and challenging ...periocular features and matching ...Tech face database [12], Notre Dame (ND) Twins face ... See full document

... algorithm and it does not require any prior knowledge about the structure of the face. To perform detection it takes only two inputs one is the training se and other is the feature set. The algorithm works by ... See full document

... in face recognition. Many methods have been proposed for face recognition ...existing face recognition methods is highly sensitive to illumination ...faces under ... See full document

... like pose, illumination and facial expression will still pose as a barrier for accurate facial ...component based recognition which involves individual vector considerations at every ... See full document

... Face recognition techniques encounters difficulty in handling arbitrary poses ...for face recognition across pose variations, wherein many methods either require manual landmark ... See full document

... [13,14], gabor based methods [15], wavelet-based methods [16,17], contourlet-based methods [18], Bi- dimensional empirical mode decomposition (BEMD) [19], Gradient [20] and Weber ...for ... See full document

... facial recognition, face tracking, and position estimation, has wonderful ...features. Gabor wavelets (also called filters) have been used as a robust filter in the literature by using ... See full document

... of Face recognition, the best possible accuracy is ...landmark features, Approximates the landmark features, and then measuring similarity between these ...feature based algorithm ... See full document

... performing face acknowledgment within the sight of obscure depend on the convolution demonstrate and can't deal with non- uniform obscuring circumstances that as often as possible emerge from tilts and turns close ... See full document

... Works). Under this license, works must always be attributed to the copyright holder (original author), cannot be used for any commercial purposes, and may not be ... See full document

... the face images gives a measure of the illumination conditions for a particular ...image. Based on this result the weights are dynamically varied to perform weighted average score level ... See full document

... database is considered. Here we are taking 250 fingerprint images. Here 230 images are used for training and remaining 20 are used for testing. Neural Network is trained upon some set of images, and tested upon unseen ... See full document

... a face image relies on aligning, or mapping, the current points that constitute the face profile into a straight vertical line that will form the face profile of the synthesized frontal face ... See full document