کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
533168 870066 2016 14 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
The Delta Medial Axis: A fast and robust algorithm for filtered skeleton extraction
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
The Delta Medial Axis: A fast and robust algorithm for filtered skeleton extraction
چکیده انگلیسی


• The Delta Medial Axis, a fast and robust skeletonization algorithm is presented.
• It includes a pruning parameter which considers the local topology of the boundary.
• To allow real time performances, optimizations are introduced with complete pseudo-code.
• A complete comparative study with four recent state of the art algorithms is proposed.

In this paper, we present the Delta Medial Axis (DMA), a quasi-linear algorithmic solution addressing several of the main concerns of discrete medial axes (MA) computation. First, its sensitivity to small shape perturbations is counterbalanced by a single parameter (delta), used in a pruning strategy that implicitly takes into account the local topology of the boundary. Second, the discrete nature of images is addressed by approximating the original MA definition in continuous space. Third, to allow real-time performances, a set of algorithmic optimizations is proposed. We compare our approach both qualitatively and quantitatively to recent state of the art solutions, and show that the DMA presents an excellent choice for a wide range of applications. Finally, to allow fast and efficient use of our algorithm, we propose the complete pseudo-code.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition - Volume 56, August 2016, Pages 26–39
نویسندگان
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