Title :
Age progression for elderly people using image morphing
Author :
Kumari, L. L Gayani ; Dharmaratne, Anuja
Author_Institution :
Sch. of Comput., Univ. of Colombo, Colombo, Sri Lanka
Abstract :
Aging is an inevitable process and its effects cause major variations in the appearance of human faces. Human face identification has a significant amount of information depend on his age, gender, ethnicity and etc. In addition, facial expression and facial gestures often reveal the emotional state of an individual. Consequently human facial analysis has received considerable attention and has led to the development of novel approaches to perform face recognition, facial expression characterization, face modeling, etc. Facial aging is attributed by changes in facial features, shape and texture and other biological factors like weight loss/gain, facial hair, etc. Age seems to be the main cause of the facial change and it has become forefront. Human life cycle can be classified in to four main stages with the age. Those are babies, children, young adults and elderly. Significant amount of facial changes can be identified in each of these stages. This paper introduces a methodology for elderly facial shape changes using morphing. Paper discusses some key landmarks of elderly aging progression techniques from the existing research pool as well.
Keywords :
emotion recognition; face recognition; image morphing; image texture; age progression techniques; emotion recognition; face recognition; facial aging; facial expression recognition; facial gestures; human face identification; human facial analysis; human life cycle; image morphing; texture enhancement; Face; Forehead; Hair; Image color analysis; Runtime; Senior citizens; Software; Age Progression Techniques; Automatic Age Estimation; Compositional and Dynamic Model; Graph based Image Representation; Image Morphing; Image Warping; Texture Enhancement; Wrinkle Transformation;
Conference_Titel :
Advances in ICT for Emerging Regions (ICTer), 2011 International Conference on
Conference_Location :
Colombo
Print_ISBN :
978-1-4577-1113-8
DOI :
10.1109/ICTer.2011.6075023