从立体图像廉价构建三维人脸模型

M. Hossain, Monika Akbar, J. Starkey
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引用次数: 8

摘要

从立体图像中构建三维人脸模型是一项具有挑战性的任务。目前大多数用于重建3D模型的系统都需要特殊的硬件进行校准。在本文中,我们阐述了一种从两个立体图像构建三维人脸模型的机制。所开发的机构不需要任何特殊装置来校准立体图像。我们用一个便宜的手持式数码相机来拍摄人脸的立体图像。我们没有使用任何相机支架来固定和测量相机系统的几何形状。这些立体图像是在手持相机并将其移动到两个略有不同的视点时拍摄的。我们从这两幅立体图像中构建了一个深度图,并利用该深度图重建了三维人脸模型。本文所描述的三维人脸模型重建过程是利用现有的一些理论,并结合它们开发了一个新的深度图生成系统。该系统需要最少的用户交互来进行重建。
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Inexpensive construction of a 3D face model from stereo images
Construction of a three dimensional face model from stereo images is a challenging task. Most of the currently available systems for reconstruction of 3D models require special hardware for calibration. In this paper, we illustrate a mechanism to construct a three dimensional face model from two stereo images. The developed mechanism does not require any special devices to calibrate the stereo images. We used a hand-held inexpensive digital camera to take the stereo images of a face. We did not use any camera-stand to fix and measure the camera system geometry. The stereo images were taken holding the camera in hand and moving it to two slightly different viewpoints. We constructed a depth map from these two stereo images and utilized this depth map to reconstruct the three dimensional face model. The 3D face model reconstruction process described in this paper uses some existing theories and combines them to develop a new system to generate the depth map. The system requires minimal user interaction for the reconstruction.
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