iamxt
iamxt implements array-based max-tree construction and manipulation for mathematical morphology and image processing using Python and NumPy.
Key Features:
- Max-tree algorithms: Provides advanced techniques for constructing and manipulating max-trees and component trees for morphological analysis.
- Visualization tools: Includes tools to explore tree structure and examine the contents of nodes.
- Array-based implementation (NumPy): Uses NumPy arrays to perform efficient array operations and represent tree data.
Scientific Applications:
- Mathematical morphology research: Enables development and analysis of morphological operators and component-tree-based methods using max-trees.
- Image processing research: Supports image analysis and processing workflows that rely on max-tree or component-tree representations.
Methodology:
Implemented in Python and leveraging NumPy, the toolbox provides array-based algorithms for constructing and manipulating max-trees and tools for visualizing tree structure and node contents.
Topics
Details
- License:
- BSD-2-Clause
- Tool Type:
- desktop application
- Operating Systems:
- Linux, Windows, Mac
- Programming Languages:
- Python
- Added:
- 8/23/2018
- Last Updated:
- 12/10/2018
Operations
Publications
Souza R, Rittner L, Machado R, Lotufo R. iamxt: Max-tree toolbox for image processing and analysis. SoftwareX. 2017;6:81-84. doi:10.1016/j.softx.2017.03.001.
Funding: - FAPESP: 2013/07559-3, 2013/23514-0
- CNPq: 311228/2014-3