资源论文The Aperture Problem for Refractive Motion

The Aperture Problem for Refractive Motion

2019-12-18 | |  62 |   42 |   0

Abstract

When viewed through a small aperture, a moving image provides incomplete information about the local motion. Only the component of motion along the local image gradient is constrained. In an essential part of optical flflow algorithms, information must be aggregated from nearby image locations in order to estimate all components of motion. This limitation of local evidence for estimating optical flflow is called the aperture problem. We pose and solve a generalization of the aperture problem for moving refractive elements. We consider a common setup in air flflow imaging or telescope observation: a camera is viewing a static background, and an unknown refractive elements undergoing unknown motion between them. Then we are addressing this fundamental question: what does the local image motion tell us about the motion of refractive elements? We show that the information gleaned through a local aperture for this case is very different than that for optical flflow. In optical flflow, the movement of 1D structure already constrains the motion in a certain direction. However, we cannot infer any information about the refractive motion from the movement of 1D structure in the observed

上一篇:3D Scanning Deformable Objects with a Single RGBD Sensor

下一篇:Bilinear Heterogeneous Information Machine for RGB-D Action Recognition

用户评价
全部评价

热门资源

  • Learning to Predi...

    Much of model-based reinforcement learning invo...

  • Stratified Strate...

    In this paper we introduce Stratified Strategy ...

  • The Variational S...

    Unlike traditional images which do not offer in...

  • Learning to learn...

    The move from hand-designed features to learned...

  • A Mathematical Mo...

    Direct democracy, where each voter casts one vo...