%N 2 %R 10.1049/el.2014.3691 %J Electronics Letters %D 2015 %L eprints2621 %X A novel active contour model (ACM) for image segmentation, driven by both local and global image-intensity information encoded by a self-organising map (SOM), is proposed. Experimental results demonstrate the robustness of the proposed model to the contour initialisation and to the additive noise, when compared with the state-of-the-art local and global ACMs. They also demonstrate its robustness to scene changes. %A Mohammed Abdelsamea %A Giorgio Gnecco %I IEEE %V 51 %P 142-143 %T Robust local?global SOM-based ACM