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- W2804906230 abstract "The Blum medial axis is known to provide a useful representation of pre-segmented shapes. Very little work to date, however, has examined its usefulness for extracting objects from natural images. We propose a method for combining fragments of the medial axis, generated from the Voronoi diagram of an edge map of a natural image, into a coherent whole. Using techniques from persistent homology and graph theory, we combine image cues with geometric cues from the medial fragments to aggregate parts of the same object into a larger whole. We demonstrate our method on images containing articulating objects, with an eye to future work applying articulation-invariant measures on the medial axis for shape matching between images." @default.
- W2804906230 created "2018-06-01" @default.
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- W2804906230 date "2018-01-01" @default.
- W2804906230 modified "2023-09-27" @default.
- W2804906230 title "Medial Fragments for Segmentation of Articulating Objects in Images" @default.
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- W2804906230 doi "https://doi.org/10.1007/978-3-319-77066-6_1" @default.
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