PPT-Vinta: Verification with INTerpolation and

Vinta Verification with INTerpolation and Abstract interpretation Arie Gurfinkel SEICMU with Aws Albarghouthi and Marsha Chechik U of Toronto and Sagar Chaki SEICMU and Yi Li U of Toronto TexPoint fonts used in EMF Read the. RENKA University of North Texas This paper presents a method of constructing a smooth function of two or more variables that interpolates data values at arbitrarily distributed points Shepards method for fitting a surface to data values at scattered Backslash interpolation aka character interpolation character escapes escape sequences When any of these sequences are found inside a double quoted string theyre interpolated Listed on page 61 of Prog Perl Most common n t brPage 2br Translation Multidimensions. Yunfei. . duan. . Hui . Pan. Bilinear interpolation . The concept of linear interpolation between two points can be extended to bilinear interpolation within the grid cell.. http://en.wikipedia.org/wiki/Bilinear_interpolation. Hui. Pan, . Yunfei. . Duan. possible problem in physical measurement . Sometimes know the value of a function f(x) at a set of points, but we don’t have an analytic expression for f(x) that lets us calculate its value at an arbitrary point. . Ji. ří. . Kadlec. . – Aalto University, Finland. . Pavel. . Treml. – Masaryk Water Research Institute and Charles University, Czech Republic. 20. .9.2013 FOSS4G. Conference. . - Nottingham. Objectives. To give a definition of Interpolation as it relates to GIS and mapping/surveying. To explain How Interpolation Works. Discuss Spatial Autocorrelation, Sample Size, and Interpolation Barriers. CS5670: Computer Vision. Noah Snavely. Image Scaling. This image is too big to fit on the screen. How can we generate a half-sized version?. Source: S. . Seitz. Image sub-sampling. Throw away every other row and column to create a . Multidimensional Scaling. Seung-Hee. . Bae. , Judy . Qiu. , and Geoffrey C. Fox. School of Informatics and Computing. Pervasive Technology Institute. Indiana University. Outline. Data Visualization. Hui. Pan, . Yunfei. . Duan. possible problem in physical measurement . Sometimes know the value of a function f(x) at a set of points, but we don’t have an analytic expression for f(x) that lets us calculate its value at an arbitrary point. . Greg Beckham. Nawwar. . Problem Statement. Estimating function of more than one independent variable y(x. 1. , x. 2. , …, x. n. ). Complete set of values on a grid or scattered data. Outline. Grid in n-dimensions. Multidimensions. Yunfei. . duan. . Hui . Pan. Bilinear interpolation . The concept of linear interpolation between two points can be extended to bilinear interpolation within the grid cell.. http://en.wikipedia.org/wiki/Bilinear_interpolation. Interpolating a temperature surface. 1. Problem. SOLUTION. Interpolation - applications. Interpolating a rainfall surface. SOLUTION. Problem. Interpolation - applications. Interpolating a landscape surface. Okolie. , Prof. . Yinka. . Adekunle. & Dr. . Seun. . Ebiesuwa. . In many areas of science, we are often given a set of discrete values of a function either in the form of a table of values or a set of experimental measurements which actually represent a set of points along a . INTerpolation. and . Abstract . interpretation. Arie. . Gurfinkel. (SEI/CMU). with . Aws. . Albarghouthi. and Marsha . Chechik. (U. of Toronto). and . Sagar. . Chaki. (SEI/CMU), and Yi Li (U. of Toronto).