文章基本信息

标题：Study on 3D Face Reconstruction of Sketch Using Active Shape Modeling
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作者：Heba Nomani ; Shanta Sondur
期刊名称：International Journal of Innovative Research in Computer and Communication Engineering
印刷版ISSN：2320-9798
电子版ISSN：2320-9801
出版年度：2017
卷号：5
期号：2
页码：1487
DOI：10.15680/IJIRCCE.2017.0502031
出版社：S&S Publications
摘要：Face recognition of sketch to photo is an active topic of research and has amounts of achievements.Despite of its achievement, the challenge of aging in sketch to photo face recognition has not gained attention. 3D facemodel is used to overcome many challenges of face recognition such as pose and illumination, since it is invariant tochanges of viewpoint, illumination, background clutter, and occlusions; hence has gained so much of attention.However, 3D face reconstruction using sketch has never been done. By keeping in mind the existing problem of agingin face recognition for sketch to photo, we propose reconstructing of 3D face models using only one frontal compositeface sketch. The methodologies used for doing so are Active Shape Modeling (ASM) and 3 Dimensional MorphableModel (3DMM). ASM is used for getting the feature points on the face based on the shape while 3DMM is used forreconstructing the face in 3D by using those points. The main challenge that comes for reconstructing 3D face usingsingle sketch is that sketches do not have a defined texture like an image. Since, ASM only deals with the shape of anobject, it fits for reconstructing 3 D face using sketch. Also, there does not exist a database for 3D face model usingsketches; hence the methodology of 3D morphable model is used, which uses morphable model to reconstruct 3D face.
关键词：Face recognition; Sketch to photo face recognition; ASM; 3DMM.