Hierarchical Image Representation Simplification Driven By Region Complexity
IMAGE ANALYSIS AND PROCESSING (ICIAP 2013), PT 1(2013)
摘要
This article presents a technique that arranges the elements of hierarchical representations of images according to a coarseness attribute. The choice of the attribute can be made according to prior knowledge about the content of the images and the intended application. The transformation is similar to filtering a hierarchy with a non-increasing attribute, and comprises the results of multiple simple filterings with an increasing attribute. The transformed hierarchy can be used for search space reduction prior to the image analysis process because it allows for direct access to the hierarchy elements at the same scale or a narrow range of scales.
更多查看译文
关键词
hierarchical representation,tree structures,image filtering,segmentation and grouping,image region analysis
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络