Image data processing method and apparatus
US-2024169712-A1 · May 23, 2024 · US
US11227415B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11227415-B2 |
| Application number | US-201616305046-A |
| Country | US |
| Kind code | B2 |
| Filing date | May 27, 2016 |
| Priority date | May 27, 2016 |
| Publication date | Jan 18, 2022 |
| Grant date | Jan 18, 2022 |
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A composite image (300) is created from a plurality of tomographic slices by creating a plurality of two-dimensional slice images by projecting the slices, dividing each slice image into tiles (302) according to a pattern (304), calculating a focus value for each tile (302) of each slice image, selecting one tile (302) for each position in the pattern having a highest focus measure value, and assembling the composite image (300) from said selected tiles (302).
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The invention claimed is: 1. A method for creating a composite image from a plurality of tomographic slices oriented parallel to and at varying distances from a reference plane, comprising the steps of: projecting each slice to create a plurality of two-dimensional slice images; dividing each slice image into a first set of tiles according to a pre-determined first tile pattern; calculating a focus value for each tile of each slice image; selecting, for each position of said first tile pattern, one of said first set of tiles having the highest focus value; assembling the composite image from said selected tiles; generating a first depth map from depth values of the selected tiles constituting the composite image; smoothing discontinuities on the composite image; amending the first depth map to reflect the smoothed composite image; applying a cubic interpolation to the amended first depth map to produce a second depth map; extracting a second tile pattern from the second depth map; dividing each of the plurality of slices into a second set of tiles according to said second tile pattern; selecting, for each position in the second tile pattern, one of said second set of tiles according to the second depth map; and assembling an enhanced composite image from said selected tiles of said second set of tiles. 2. A method for creating a composite image from a plurality of tomographic slices oriented parallel to and at varying distances from a reference plane, comprising the steps of: projecting each slice to create a plurality of two-dimensional slice images; dividing each slice image into a first set of tiles according to a pre-determined first tile pattern; calculating a focus value for each tile of each slice image; selecting, for each position of said first tile pattern, one of said first set of tiles having the highest focus value; assembling the composite image from said selected tiles; applying an enhancement filter to at least one slice image to enhance anatomical features in the at least one slice image, thereby producing a working image; removing pixels from the working image having a gradient magnitude below a mean gradient magnitude of said at least one slice image; applying a noise filter to said working image, thereby obtaining a mask; applying a smoothing filter to smooth the edges of the mask; multiplying the mask and the at least one slice image, thereby producing a contour image; and adding the contour image to the composite image. 3. The method according to claim 2 , wherein each at least one slice image contains at least one of a pre-determined set of anatomical features. 4. The method according to claim 2 , wherein the contour image produced for each slice comprises only pixels not present in the contour image of any other slice. 5. The method according to claim 2 , wherein the noise filter is a morphological operation. 6. The method according to claim 2 , wherein at least one of the enhancement filter and smoothing filter is a Difference of Gaussians filter.
Tomographic reconstruction from projections · CPC title
Depth or shape recovery · CPC title
Tomographic images · CPC title
Biomedical image inspection · CPC title
Dividing image into blocks, subimages or windows · CPC title
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