An Unified Multiscale Framework for Planar, Surface, and Curve Skeletonization


Computing skeletons of 2D shapes, and medial surface and curve skeletons of 3D shapes, could be a difficult task. In particular, there is no unified framework that detects all types of skeletons using a single model, and additionally produces a multiscale representation which allows to progressively simplify, or regularize, all skeleton types. During this paper, we have a tendency to gift such a framework. We have a tendency to model skeleton detection and regularization by a conservative mass transport method from a shape’s boundary to its surface skeleton, next to its curve skeleton, and at last to the form center. The resulting density field will be thresholded to get a multiscale representation of progressively simplified surface, or curve, skeletons. We detail a numerical implementation of our framework that is demonstrably stable and has high computational potency. We demonstrate our framework on many complex 2D and 3D shapes.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE : Heterogeneous Network Representation Learning A Unified Framework with Survey and Benchmark ABSTRACT: Traditional homogeneous networks have been replaced with the more powerful, realistic, and generic heterogeneous
PROJECT TITLE : Optimal Sensor Placement for Source Localization: A Unified ADMM Approach ABSTRACT: Source localization is an important part of many different applications, including radar, wireless communications, and communications
PROJECT TITLE : Global Negative Correlation Learning A Unified Framework for Global Optimization of Ensemble Models ABSTRACT: The field of machine learning makes extensive use of ensembles as an approach, and the diversity that
PROJECT TITLE : A Unified Framework for User Identification across Online and Offline Data ABSTRACT: Identification of users across multiple datasets has a wide variety of potential applications, which is one reason why there
PROJECT TITLE : From Pairwise Comparisons and Rating to a Unified Quality Scale ABSTRACT: The purpose of psychometric scaling is to quantify perceptual experiences and comprehend the relationship between an external stimulus,

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry