基于彩色斑点的视频速率三维成像特征提取

C. J. Davies, M. Nixon
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引用次数: 3

摘要

视频速率三维(3D)采集系统是必需的,特别是对于嘴的动态形状感知,以加强语音产生的声道模型。在一种用于3D传感的新型结构光技术中,场景由一组圆形点照亮,这些点通过颜色编码来解决空间模糊性。投影的斑点被成像为椭圆,它们的位置和形状取决于被照射的三维表面的位置和方向。这使得一种新的3D霍夫变换(HT)能够通过成像点来检测表面的位置和方向。在HT累加器阵列中,投票约束被应用于最小化背景投票的数量和提高峰值的可能性。作为视频速率3D采集系统的一部分,该新技术成功地提取了运动人脸。
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Feature extraction for video rate three dimensional imaging via coloured spots
Video-rate three dimensional (3D) acquisition systems are required, in particular for dynamic shape sensing of the mouth to reinforce vocal tract models of speech production. In a new structured light technique for 3D sensing, scenes are illuminated by an array of circular spots which are colour encoded to resolve spatial ambiguity. The projected spots are imaged as ellipses, their position and shape depends on the position and orientation of the illuminated 3D surface. This enables the formulation of a novel 3D Hough transform (HT) specifically for detection of the surface position and orientation via the imaged spots. In the HT accumulator array voting constraints are applied to minimise both the number or background votes cast and the likelihood of raise peaks. This new technique is demonstrated to extract a moving face successfully, as part of a video rate 3D acquisition system.
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