In this article we enunciate and rigorously demonstrate a new lemma which, based on previously proposed theorem, proves the identifiability of leverage points in state estimation with specific reference to least absolute value (LAV) estimator. context, also propose an algorithm for point identification LAV estimators whose performance is validated by means extensive numerical simulations compar...

We investigate identifying the boundary of a domain from sample points in domain. introduce new estimators for normal vector to boundary, distance point and test whether lies within strip. The can be efficiently computed are more accurate than ones present literature. provide rigorous error estimates estimators. Furthermore we use detected solve boundary-value problems PDE on clouds. prove Lapl...

In recent years, the task of human pose estimation has become increasingly important, due to large scale usage, including VR applications, as well higher-level tasks, such behavior understanding. this paper, we introduce a novel two-stage deep learning approach named Segmentation-Guided Pose Estimation (SGPE). The pipeline is based on two neural networks working in sequential fashion, while bot...