For over 15 years, the mlpack machine learning library has served as a "swiss army knife" for C++-based learning. Its efficient implementations of common and cutting-edge algorithms have been used in wide variety scientific industrial applications. This paper overviews 4, significant upgrade its predecessor. The significantly refactored redesigned to facilitate an easier prototyping-to-deployme...

When we want to measure parameters of the Modulation Transfer Function (MTF) from remote sensing image directly, the sharp edges are usually used as targets. But for noise, blur and the complexity of the images, fully automatic locating the expected edge is still an unsolved problem. This paper improves the semi-auto edge extraction algorithm of live-wire [1] and introduces it into the knife-ed...

Machined workpieces must satisfy quality standards such as avoid the presence of burrs in edge finishing to reduce production costs and time. In this work we consider three types burr that are determined by distribution shape on a microscopic scale: knife-type (without imperfections), saw-type (presence small splinters could be accepted) burr-breakage (substantial deformation produces unusable ...

purpose: to study early treatment outcomes and complications of gamma knife radiosurgery (gkrs) in patients with functional and nonfunctional adenomas. methods: one hundred patients with a pituitary adenoma who were treated between 2011 and 2014 at iran gamma knife center were studied. the patients were followed up at least 2 years. radiosurgery was performed using the leksell gamma unit. the m...