A Real-Time Solution to the Image Segmentation Problem: CNN-Movels
作者: Giancarlo IannizzottoPietro LanzafameFrancesco La Rosa
英文丛书称: Vision Systems: Segmentation and Pattern Recognition
出版社: INTECH Open Access Publisher,   2007
来源数据库: IntechOpen
原始语种摘要: In this work we have described a re-formulation of a 2D still-image segmentation algorithm, implemented on a single-layer CNN, previously proposed (Iannizzotto, 2003). This algorithm is able to step-over limitation inherent to the class of active contours: sensitivity to insignificant false edges or "edge fragmentation". The approach features an iterative process of uniform shrinking and deformation of the active contour. Guided by statistical properties of edgeness of the image pixels, the chain adapts itself to the image contours. Undesirable smoothing of the edges of the objects are prevented by the absence of any particular rigidity constraints on the chain. The technique used for uniform shrinking, which automatically handles any splitting, allows the presence of any nested edges to...
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关键词翻译
关键词翻译
  • segmentation 分段
  • image 
  • contour 轮廓
  • smoothing 平滑
  • automatically 自动地
  • shrinking 收缩
  • features 特征
  • algorithm 算法
  • technique 技术
  • uniform 一样的