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- W2501097992 abstract "Shape description is an integral part of every computer vision system. The description of shapes can be used to identify and measure the similarity amongst them. The primary goal of this research is to provide a description of a shape represented in a binary image.One way that humans describe an unknown shape is by identifying the different parts of the shape and relationship amongst its parts. This thesis defines a taxonomy for a shape construction which is utilized to identify different parts in a shape. According to this taxonomy, a shape is constructed by crossing and/or joining pieces together or bending a piece to a certain shape. Our computer system first identifies the boundary of the shape in an image. Second, it approximates the boundary by a polygon. Next, using a set of heuristics which are based on human perception, it identifies the parts in a shape by detecting the different types of structures used in the shape's construction. Prior to the last step, to minimize the search area and to obtain local information about a shape, the shape is partitioned using its skeleton.Once the parts in a shape have been identified, their relationships are obtained and the structure of the shape is described. The system provides up to three levels of description, depending on the complexity of the shape. The relationship among different parts of a shape is described by identifying the topology of the shape and the similarity among the different parts in the shape." @default.
- W2501097992 created "2016-08-23" @default.
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- W2501097992 date "1989-01-01" @default.
- W2501097992 modified "2023-09-26" @default.
- W2501097992 title "Shape decomposition and description" @default.
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