Sep 15, 2020 · In this work, the initial contour of the AC without edge 'Chan-Vese' model is optimized using the genetic algorithm (GA) to find the optimal initial circular ...

Abstract: Automated segmentation has an essential role in detecting several diseases, such as skin lesions. In segmentation, the active contour (AC) is an ...

The results show the dominance of the proposed method indicating that the optimal initial circular contour of 30.86% from the original image area. The results ...

A genetic algorithm is proposed for skin lesion border detection and archived with 96.20 % accuracy on the ISIC-16 dataset [37] . The antialiasing attention ...

Genetic algorithm-based initial contour optimization for skin lesion border detection. https://doi.org/10.1007/s11042-020-09792-8 ·.

The results indicate that the proposed algorithm presents better skin lesion border detection results. Note that specificity deals with the background region ...

This optimized initial contour serves as a starting point for the active contour method, allowing it to more effectively navigate the complexities of the image ...

Oct 22, 2024 · The obtained gray level image is then used as input for multi Otsu method which provides initial contour for border detection using active ...

Sep 30, 2024 · ABSTRACT Skin cancer stands as the most widespread form of cancer globally, and early detection significantly enhances its treatability.

Jan 4, 2023 · An initial contour without the edge chan-vese optimized with the genetic algorithm is proposed for recognition of the skin lesion boundary [69].