Fast line and rectangle detection by clustering and grouping
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Fast algorithms to detect lines and rectangles in grey-scale images are proposed. At first, a contour image is obtained by the modified edge detection scheme. The linear primitives are extracted in the contour image and joined into line segments by cluster analysis method. The line merging algorithm is developed to get straight lines from segments. Algorithm to detect rectangles from the extracted straight lines is suggested. The developed algorithms are fast and permit to get the qualitative result.
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- Fast line and rectangle detection by clustering and grouping
- Book Title
- Computer Analysis of Images and Patterns
- Book Subtitle
- 7th International Conference, CAIP '97 Kiel, Germany, September 10–12, 1997 Proceedings
- pp 503-510
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- Lecture Notes in Computer Science
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- Springer Berlin Heidelberg
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