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Distributional Learning of Appearance

Figure 4

Image encodings used.

(a) an example image for the category cinema, (b) each pixel is classified as one of the eleven Basic Colours, (c) the histogram of these is the color-based image encoding; (d,e) each pixel is classified as one of the 23 oriented Basic Image Features (oBIFs) at a fine and a coarse scale (f) a detail from e (slightly north-west of centre) showing the orientations of the oBIFs, (g) the histogram of ordered pairs of fine and coarse scale oBIFs is the texton-based image encoding, (h) a zoomed detail from g.

Figure 4