[PDF] Top 20 A REVIEW ON VARIOUS APPROACHES OF FACE RECOGNITION BASED ON SHAPE AND TEXTURE FEATURES

... Pong C. Yuen, J.H. Lai [3] proposed the problem of face recognition using independent component analysis (ICA). More speci1cally, we are going to address two issues on face representation using ICA. ... See full document

... designed based on two subspace methods ...original face images are projected into lower-dimensional face ...LDA features were presented to Euclidean distance measurement which is conveniently ... See full document

... two approaches, the fisher face space approach and the illumination subspace approach, have been proposed to handle different lighting ...fisher face method projects face images onto a three- ... See full document

... expression recognition and content based image retrieval with excellent ...image texture, showing excellent results in terms of accuracy and computational complexity in many empirical ...to ... See full document

... Primitive features characterizing image content, such as color, texture and shape, are computed for both stored and query images, and used to identify (say) the 20 stored images most closely matching ... See full document

... the texture analysis community has developed a variety of different descriptors for face ...recognition. Texture provides a normalized shape-free ...few texture models for ... See full document

... Model based approaches such as ASM, AAM and LBP have been proposed to analyze the effect of aging on the shape, texture and appearance of facial features and in consequence on the ... See full document

... original face rather than one single full high-dimensional ...a face based on its parts; thus the common and class- specific features are easily ...cial features improve the classifiers ... See full document

... are based on physical and/or behavioral properties such as the face, iris, speech, keystroke, palmprint, retina, ...using texture features which are present due to the presence of palm ... See full document

... the face recognition system as the part of image or video. Face recognition system is used for those applications or fields where the centre of attraction is ...Then various ... See full document

... of approaches for face representation, which can be roughly classified into three categories: template-based, feature-based, and ...template-matching approaches represent a whole ... See full document

... automated face recognition has ignored the issue of just what aspects of the face stimulus are important for identification, assuming that predefined measurements were relevant and ...decoding ... See full document

... k approaches n, where n is the size of the instance base, the performance of the classifier will approach that of the most straightforward statistical baseline, the assumption that all unknown instances belong to ... See full document

... The face detector detects the face by means of testing each part of the ...In face recognition, the first stage is face detection which has more challenges to recognize the face ... See full document

... the face of the owner of the house and family members who will have access to pass through the door in the ...using face recognition algorithms which are gaining much importance in this era of ... See full document

... Face recognition methods mainly deal with images which are of large dimensions. This makes the task of recognition very difficult. Dimensionality reduction is a concept which is introduced for the ... See full document

... of face recognition by requiring the user to stand in front of a 3D scanner or an infra-red ...the face data acquisition methodology, face recognition techniques can be broadly divided ... See full document

... Clustering techniques have been used in several areas of research essentially when the data set seems to be enormous and not truly structured. Clustering models are increasingly used in finding appropriate method for ... See full document

... fruit recognition is shape. The main motivation behind the shape analysis is that different fruits may have identical color or shape but possibilities of same value in both attributes (color ... See full document

... Facial recognition systems based on face prints can quickly and accurately identify target individuals when the conditions are ...subject’s face is partially obscured or in profile rather than ... See full document