3-D Density Kernel Estimation

Type
Author
Waithe dominic orcid.org/0000-0003-2685-4226
Execution Platform
Implementation Type
Programming Language
Supported image dimension
Interaction Level
License/Openness
License
GNU General Public License v2.0
Description

3-D density kernel estimation (DKE-3-D) method, utilises an ensemble of random decision trees for counting objects in 3D images. DKE-3-D avoids the problem of discrete object identification and segmentation, common to many existing 3-D counting techniques, and outperforms other methods when quantification of densely packed and heterogeneous objects is desired. 

Entry Curator
Last modified
10/18/2018 - 12:29