Enhancement of morphological snake based segmentation by imparting image attachment through scale-space continuity
作者:
Highlights:
• Multi-scale morphological approach to curve evolution is suggested for segmentation.
• We embed scale-space continuity in morphological snakes.
• Morphological operators ensure fast curve evolution.
• Scale-space continuity ensures smoother segmentation near edges.
• Extraction improvement near noisy pixels is observed with scale-space continuity.
摘要
Highlights•Multi-scale morphological approach to curve evolution is suggested for segmentation.•We embed scale-space continuity in morphological snakes.•Morphological operators ensure fast curve evolution.•Scale-space continuity ensures smoother segmentation near edges.•Extraction improvement near noisy pixels is observed with scale-space continuity.
论文关键词:Object segmentation,Morphological operations,Active shape model,Active contours,Feature extraction,Image edge detection,Adaptive force,Pulling force
论文评审过程:Received 28 April 2014, Revised 12 November 2014, Accepted 13 January 2015, Available online 3 February 2015.
论文官网地址:https://doi.org/10.1016/j.patcog.2015.01.007