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Vighnesh Birodkar
28 lines
673 B
Python
28 lines
673 B
Python
"""
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==========================
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Region Boundary based RAGs
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==========================
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This example demonstrates construction of region boundary based RAGs with the
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`rag_boundary` function.
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"""
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from skimage.future import graph
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from skimage import data, segmentation, color, filters, io
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from skimage.util.colormap import viridis
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img = data.coffee()
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gimg = color.rgb2gray(img)
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labels = segmentation.slic(img, compactness=30, n_segments=400)
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edges = filters.sobel(gimg)
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edges_rgb = color.gray2rgb(edges)
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g = graph.rag_boundary(labels, edges)
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out = graph.draw_rag(labels, g, edges_rgb, node_color="#999999",
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colormap=viridis)
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io.imshow(out)
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io.show()
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