METHOD FOR PROCESSING A LIGHT FIELD IMAGE DELIVERING A SUPER-RAYS REPRESENTATION OF A LIGHT FIELD IMAGE
The present disclosure concerns a method for processing a light field image comprising a set of image views. The method is remarkable in that it comprises:selecting (101) a set of pixels, named centroids, within a given image view in said light field image, each centroid being associated with a uniq...
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Zusammenfassung: | The present disclosure concerns a method for processing a light field image comprising a set of image views. The method is remarkable in that it comprises:selecting (101) a set of pixels, named centroids, within a given image view in said light field image, each centroid being associated with a unique label and a unique light ray;de-projecting said centroids, that delivers a set of points in a 3D space;re-projecting said points of said set of points in a 3D space in at least one other image view in said light field image, which is different from said reference view, that delivers a set of re-projected centroids; anddetermining (102), for each pixel, being associated with a light ray, within a neighborhood of a re-projected centroid, a label related to one of the centroids, said determining relying on a proximity criterion in term of color between pixels and centroids, and a proximity criterion in term of spatial distances between pixels and re-projected centroids; andupdating (103), for a given centroid, a color value associated with said given centroid, and spatial coordinates of said given centroid within said given image view, wherein said updating comprises:de-projecting pixels in said at least one other image view that are associated with a same label of said given centroid, delivering a set of obtained points; andre-projecting said obtained points into said given image view, delivering a set of projected points; andaveraging both color values associated with said projected points and spatial coordinates associated with said projected points for defining updated information related to said given centroid. |
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