Bilinear illumination model for robust face recognition
    4.
    发明授权
    Bilinear illumination model for robust face recognition 有权
    双线性照明模型,用于健壮的人脸识别

    公开(公告)号:US07609860B2

    公开(公告)日:2009-10-27

    申请号:US11251222

    申请日:2005-10-14

    CPC分类号: G06K9/4661

    摘要: A method recognizes a face in an image. A morphable model having shape and pose parameters is fitted to a face in an image to construct a three-dimensional model of the face. Texture is extracted from the face in the image using the three-dimensional model. The shape and texture are projected into a bilinear illumination model to generate illumination bases for the face in the image. The illumination bases for the face in the image are compared to illumination bases of each of a plurality of bilinear illumination models of known faces to identify the face in the image.

    摘要翻译: 一种方法识别图像中的一张脸。 具有形状和姿态参数的变形模型被拟合到图像中的面部以构建面部的三维模型。 使用三维模型从图像中的脸部提取纹理。 将形状和纹理投影到双线性照明模型中以为图像中的脸部产生照明基础。 将图像中的脸部的照明基底与已知面部的多个双线性照明模型中的每一个的照明基底进行比较,以识别图像中的脸部。

    Method for determining optimal viewpoints for 3D face modeling and face recognition
    5.
    发明授权
    Method for determining optimal viewpoints for 3D face modeling and face recognition 有权
    用于确定3D脸部建模和面部识别的最佳视点的方法

    公开(公告)号:US07426292B2

    公开(公告)日:2008-09-16

    申请号:US10836004

    申请日:2004-04-30

    IPC分类号: G06K9/00

    CPC分类号: G06K9/00288 G06T17/00

    摘要: A method determines an optimal set of viewpoints to acquire a 3D shape of a face. A view-sphere is tessellated with a plurality of viewpoint cells. The face is at an approximate center of the view-sphere. Selected viewpoint cells are discarded. The remaining viewpoint cells are clustered to a predetermined number of viewpoint cells according to a silhouette difference metric. The predetermined number of viewpoint cells are searched for a set of optimal viewpoint cells to construct a 3D model of the face.

    摘要翻译: 一种方法确定获得面部3D形状的最佳视点集合。 用多个视点单元镶嵌视野球。 脸部位于视野球的大致中心。 所选视点单元被丢弃。 根据剪影差异度量,剩余的视点单元被聚集到预定数量的视点单元。 搜索预定数量的视点单元以获得一组最佳视点单元,以构造面部的3D模型。

    Constructing heads from 3D models and 2D silhouettes
    6.
    发明授权
    Constructing heads from 3D models and 2D silhouettes 失效
    从3D模型和2D剪影构建头

    公开(公告)号:US07212664B2

    公开(公告)日:2007-05-01

    申请号:US10636355

    申请日:2003-08-07

    IPC分类号: G06K9/00

    CPC分类号: G06K9/00288 G06T17/00

    摘要: A method reconstructs or synthesizes heads from 3D models of heads and 2D silhouettes of heads. A 3D statistical model is generated from multiple real human heads. The 3D statistical model includes a model parameter in the form of basis vectors and corresponding coefficients. Multiple 2D silhouettes of a particular head are acquired using a camera for example. The 3D statistical model is fitted to multiple 2D silhouettes to determine a particular value of the model parameter corresponding to the plurality of 2D silhouettes. Then, the 3D statistical model is rendered according to the particular value of the model parameter to reconstruct the particular head.

    摘要翻译: 一种方法从头部的3D模型和头部的2D轮廓重建或合成头部。 一个3D统计模型是从多个真人脑中产生的。 3D统计模型包括基矢量和对应系数形式的模型参数。 使用相机例如获取特定头部的多个2D轮廓。 将3D统计模型拟合到多个2D轮廓以确定对应于多个2D轮廓的模型参数的特定值。 然后,根据模型参数的特定值来渲染3D统计模型以重建特定的头部。