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FEATURE-POINT TRACKING METHOD AND FEATURE-POINT TRACKING DEVICE

机译:特征点跟踪方法及特征点跟踪装置

摘要

To improve the robustness of feature-point tracking by predicting the movement of feature points in time-series image frames with a high accuracy. A feature-point tracking device (10) detects the three-dimensional positions (P0, P1, P2) of the three feature points of an object person (A) on a time-series basis, calculates the rotational angles (α, β, γ) and displacement of a face coordinate system from a camera coordinate system on the basis of the three-dimensional positions (P0, P1, P2) at the past imaging timing, predicts the rotational angles (αp, βp, γp) and displacement of a face coordinate system at the current imaging timing on the basis of the rotational angles (α, β, γ) and displacement of the face coordinate system from the camera coordinate system, and calculates the three-dimensional prediction position (Pn1) of a feature point at the current imaging timing on the basis of the rotational angles (αp, βp, γp) and the displacement. When detecting the positions of feature points, the feature-point tracking device (10) sets windows on the object image frames on the basis of the three-dimensional prediction position (Pn1) and detects the feature points with respective windows as objects.
机译:通过高精度预测时间序列图像帧中特征点的运动来提高特征点跟踪的鲁棒性。特征点跟踪装置(10)按时间顺序检测出被摄对象(A)的三个特征点的三维位置(P0,P1,P2),计算出旋转角度(α,β, γ)以及基于过去成像时机的三维位置(P0,P1,P2)的相机坐标系的面部坐标系位移,可预测旋转角(αp,βp,γp)和位移基于旋转角度(α,β,γ)和面部坐标系相对于相机坐标系的位移,在当前成像时机选择一个面部坐标系,并计算特征的三维预测位置(Pn1)根据旋转角度(αp,βp,γp)和位移在当前成像时机指定点。当检测特征点的位置时,特征点跟踪装置(10)基于三维预测位置(Pn1)在对象图像帧上设置窗口,并以各个窗口作为对象来检测特征点。

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