Model-based Face Capture from Orthogonal Images
نویسنده
چکیده
From a survey of techniques, a novel method was implemented for creating photo-realistic 3D facial models from 2D images of a subject. Starting from two orthogonal views, a userassisted procedure was employed to recover 3D coordinates of a sparse set of chosen locations on the subject's face. A scattered data interpolation algorithm was then used to deform a generic face mesh to t the particular geometry of the subject's face. A model texture map was created by combining both views. Using this technique, it is possible to generate highly realistic facial models. These models can be used for diverse applications including low-bandwidth video conferencing, computer animation, and multiple-view face recognition.
منابع مشابه
Personalized Facial Animation Based on 3D Model Fitting from Two Orthogonal Face Images
In this paper, a personalized MPEG-4 compliant facial animation system in embedded platform is presented. We report a semi-automatic and rapid approach for personalized modeling from two orthogonal face images. The approach is very easy and efficient. With multi-dimension texture mapping, the personalized face model offers a much more lifelike behavior. The system can be used in game, interacti...
متن کاملFace Recognition Using a Unified 3D Morphable Model
We address the problem of 3D-assisted 2D face recognition in scenarios when the input image is subject to degradations or exhibits intra-personal variations not captured by the 3D model. The proposed solution involves a novel approach to learn a subspace spanned by perturbations caused by the missing modes of variation and image degradations, using 3D face data reconstructed from 2D images rath...
متن کامل3D Face Reconstruction from Two Orthogonal Images for Face Recognition Applications
In this paper, an original hybrid 2D-3D face recognition approach is proposed using two orthogonal face images, frontal and side views of the face, to reconstruct the complete 3D geometry of the face. This is obtained using a model based solution, in which a 3D template face model is morphed according to the correspondence of a limited set of control points identified on the frontal and side im...
متن کاملApplication of orthogonal array technique and particle swarm optimization approach in surface roughness modification when face milling AISI1045 steel parts
Face milling is an important and common machining operation because of its versatility and capability to produce various surfaces. Face milling is a machining process of removing material by the relative motion between a work piece and rotating cutter with multiple cutting edges. It is an interrupted cutting operation in which the teeth of the milling cutter enter and exit the work piece during...
متن کاملTowards Model-Based Capture of a Persons Shape, Appearance and Motion
This paper introduces a model-based approach to capturing a persons shape, appearance and movement. A 3D animated model of a clothed persons whole-body shape and appearance is automatically constructed from a set of orthogonal view colour images. The reconstructed model of a person is then used together with the least-squares inverse-kinematics framework of Bregler et al. [4] to capture simple ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2001