Cai Hongxue, Richter Claus-Peter, Chadwick Richard S
Section on Auditory Mechanics, National Institute on Deafness and Other Communication Disorders, National Institutes of Health, Bethesda, Maryland 20892, USA.
Biophys J. 2003 Sep;85(3):1929-37. doi: 10.1016/S0006-3495(03)74620-7.
Optical flow techniques are often used to estimate velocity fields to represent motion in successive video images. Usually the method is mathematically ill-posed, because the single scalar equation representing the conservation of local intensity contains more than one unknown velocity component. Instead of regularizing the problem using optimization techniques, we formulate a well-posed problem for the gerbil hemicochlea preparation by introducing an in-plane incompressibility constraint, and then show that local brightness is also conserved. We solve the resulting system using a Lagrangian description of the conservation equations. With this approach, the displacement of isointensity contours on sequential images determines the normal component of velocity of an area element, while the tangential component is computed from the local constant area constraint. We have validated our method using pairs of images generated from our calculations of the vibrational deformation in a cross section of the organ of Corti and tectorial membrane in the mammalian cochlea, and quantified the superior performance of our method when complex artificial motion is applied to a noisy image obtained from the hemicochlea preparation. The micromechanics of the organ of Corti and the tectorial membrane is then analyzed by our new method.
光流技术常用于估计速度场,以表示连续视频图像中的运动。通常,该方法在数学上是不适定的,因为表示局部强度守恒的单个标量方程包含多个未知速度分量。我们没有使用优化技术对问题进行正则化,而是通过引入平面内不可压缩性约束,为沙鼠半规管制备构建了一个适定问题,然后证明局部亮度也是守恒的。我们使用守恒方程的拉格朗日描述来求解所得系统。通过这种方法,序列图像上等强度轮廓的位移确定了面积元素速度的法向分量,而切向分量则根据局部恒定面积约束来计算。我们使用从哺乳动物耳蜗中柯蒂氏器和盖膜横截面的振动变形计算生成的图像对验证了我们的方法,并量化了在将复杂人工运动应用于从半规管制备获得的噪声图像时我们方法的优越性能。然后,我们用新方法分析了柯蒂氏器和盖膜的微观力学。