Analysis of Intelligent Camera for enhancing ...

Analysis of Intelligent Camera for enhancing user Specific Faces with Advanced Photography

Author Name : Paladugu Sirivanth, Turpati Pavan Kumar, Ravi Kant Kumar

ABSTRACT

In the era of social media, everyone is posting the group photographs with family members, office colleagues and friends at several occasions like birthday, tour, get-together etc. In these group photos many times some of the faces are not captured good or appropriate as per the viewer’s visualization perspectives. This may happen due to various reasons like people position, lightening conditions, camera calibration, unconstraint conditions etc. In addition to this, sometimes the most concern person (like birthday boy, chief guest, leading character of that occasion) does not look good too, even though they should be supposed to be looking prominent in that scene or photograph. In order to provide a robust solution for such scenarios we are attempting to develop an intelligent camera based on saliency which is having the power of identifying the attractiveness of specific face in crowd and in taken photographs, the magnified face may give more attention to the viewers. The proposed work uses Viola Jones algorithm with resizing Haar feature for detecting the human faces, this face is further processed and enhance the visual perception of the desired face during photography.

Keywords: Haar feature, Gaussian Mixture Model, Person Recognition, Face recognition, artificial intelligence (AI), support vector machine (SVMs)