Official repo for NeurReps 2022 paper, "On the Level Sets and Invariance of Neural Tuning Landscapes". Analyze level sets on the tuning landscape of neurons and artificial units
-
Updated
Mar 13, 2023 - Python
Official repo for NeurReps 2022 paper, "On the Level Sets and Invariance of Neural Tuning Landscapes". Analyze level sets on the tuning landscape of neurons and artificial units
This is code for our work "Double level set segmentation model based on mutual exclusion of adjacent regions with application to brain MR images".
This project provides a code for converting STL files into level set distributions stored in orthogonal grids. The level set distribution, calculated using Signed Distance Fields (SDF), represents the distance from a geometric surface. Useful for applications such as computational fluid dynamics (CFD) and computer-aided design (CAD).
Demonstration of a few useful segmentation algorithms.
Super Level Set Estimation Algorithms Implementation, Including LSE, TRUVAR, RMILE and some Improved Version. Project for 2019 Stochastic Process Course.
Distance Regularized Level Set Evolution Segmentation
Automated contouring of breast tumor USG images.
Visualize image segmentation based on level set method.
Image segmentation based on a level set evolution equation.
Robust 3D Level Set Method for Evolving Fronts on Complex Unstructured Meshes
A C++ implementation of a stochastic level-set method.
Simple coupled level set with volume of fraction (sCLSVOF) solver integrated with transport of species
Development repository for ViennaLS, a high performance sparse level set library.
Header only, single file, simple and efficient C++11 library to compute the signed distance function (SDF) to a triangle mesh
Level set segmentation with machine learning based velocity field
Distance Regularized Level Set Evolution and Its Application to Image Segmentation
The python code of Chan-Vese model and RSF model for image segmentation
Add a description, image, and links to the level-set topic page so that developers can more easily learn about it.
To associate your repository with the level-set topic, visit your repo's landing page and select "manage topics."