Snakes and their influence on visual processing

Abstract

Consideration is given to the use of snakes (active contour models) for tracking objects in a visual field. The basic theory of snakes is covered, and a greater depth of analysis is given to both the original [1] and the Fast Snake [2] implementations. The strengths and limitations of these models, for tracking deformable objects using unaided visual systems, are discussed. Suggestions are made that their future lies in their integration with neural network visual location prediction systems.