Fuzzy clustering in Intelligent Scissors

Watershed based intelligent scissors

“…Additionally, obtained results have been compared with previous versions of the algorithms, known in the literature [2,8,5]. A description of relevant features has been given in Table 2.…”

“…In order to reduce the time, homogeneous regions could be excluded from the graph searching procedure. Therefore, many modifications that reduce the number of graph vertices is presented in the literature [5][6][7][8].…”

“…It is a modification of a standard Live-Wire approach [2] where cost map definition has been changed. Moreover, knowing the benefits of corridor solutions [5][6][7]21,8] these approaches have been developed. Since corridors are obtained either manual [5,21] or by control parameters [8], Watershed transform has been proposed.…”

“…Semi-automatic method of the corridor generation is presented in [8]. In this method fuzzy C-means (FCM) algorithm is applied.…”

“…Graph-based segmentation methods are a relatively large group of commonly known approaches [2,21,3,5,1,6,8,[25][26][27]. The LW algorithm is the prototype of the title approach that belongs to the interactive methods [2,21,3,5,1,6,8]. The detection of the edge is based on the graph search procedure.…”