Face Detection and Recognition using Viola-Jones algorithm and fusion of LDA and ANN
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2016, Vol 18, Issue 6
Abstract
Abstract: Building a computational model for recognizing a face is a complicated task as the face is a complex multidimensional visual model. The proposed paper focuses on human face recognition by calculating the features present in the image and identifying the person using these features. Face detection and identification is performed in two stages. In the first stage, presence of face in a given image is detected using Viola-Jones algorithm and in the next stage, the detected face is identified using Linear Discriminative Analysis (LDA) and Artificial Neural Network (ANN). Proposed methodology uses fusion of LDA and ANN and best identification rate is realized in comparison with the existing methods. Bio ID-Face-Database is used as the standard image database.
Authors and Affiliations
Narayan T. Deshpande , Dr. S. Ravishankar
Keywords
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- EP ID EP112716
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