首页>
外国专利>
Methods for adaptive and progressive gradient-based multi-resolution color image segmentation and systems thereof
Methods for adaptive and progressive gradient-based multi-resolution color image segmentation and systems thereof
展开▼
机译:基于自适应渐进梯度的多分辨率彩色图像分割方法及其系统
展开▼
页面导航
摘要
著录项
相似文献
摘要
A multi-resolution color image segmentation algorithm which takes advantage of gradient information in an adaptive and progressive framework is described. A gradient-based segmentation method is initiated with a dyadic wavelet decomposition scheme of an arbitrary input image, accompanied by a vector gradient calculation of its color converted counterpart. The resultant gradient map is used to automatically and adaptively generate thresholds for segregating regions of varying gradient densities, at different resolution levels of the input image pyramid. In combination with a confidence map and non-linear spatial filtering techniques, regions of high confidence are passed from one resolution level to another until the final segmentation at highest (original) resolution is achieved.
展开▼