leduckhai / sdrel-segmentation

Saliency Driven Region-Edge-based Top Down Level Set Evolution Segmentation

Saliency Driven Region-Edge-based Top Down Level Set Evolution Segmentation

Le Duc Khai
Ho Chi Minh City, Vietnam   
Bachelor in Biomedical Engineering at FH Aachen - University of Applied Sciences, Germany

Released on 08.03.2019.

Abstract

The proposed algorithm creates active contour based on Level Set Evolution and saliency principles without generating detectors.
It works well with multi-color images as long as objects detected possess same colors and background is homogeneous.

Implementation info

Implementation is based on this scientific paper:

Xu-Hao Zhi, Hong-Bin Shen 
"Saliency driven region-edge-based top down level set evolution reveals the asynchronous focus in image segmentation" 
Pattern Recognition, Vol. 80, August 2018, Elsevier  
DOI: 10.1016/j.patcog.2018.03.010

Message

The following codes are implemented only for PERSONAL USE, e.g improving programming skills in the domain of Image Processing and Computer Vision.
If you use this algorithm, please cite the paper mentioned above to support the authors.