Image processing device and image processing method
View Patent ↗There is provided an image processing device capable of generating a more accurate analysis image by extracting a region, which exists at a boundary between different substances and has a pixel value that is non-uniform and continuously changes, from volume data. The image processing device acquires the volume data of a region which includes a large intestine, sets a plurality of starting points of region expansion in a boundary region between air and a residue in the large intestine, sets a condition of an expandable range of a width according to a gradient of a pixel value of each of the starting points, performs a region expansion process from each of the starting points according to the set condition, and generates the analysis image based on the result of the region expansion process.
1. An image processing device including a processor and a non-transitory storage medium storing a program of executable instructions that, when executed by the processor, configure the image processing device to perform a method comprising:
(a) acquiring volume data of an image having a region which exists at a boundary between different substances and has pixel values that are non-uniform and continuously changes;
(b) setting a plurality of starting points for region expansion in the region, and setting an expandable range according to a gradient of the pixel values for each of the starting points as a region expansion condition;
(c) performing a region expansion process in the expandable range from the starting point; and
(d) generating an analysis image from the volume data based on information of an expansion region which is a region expanded through the region expansion process.
2. The image processing device according to claim 1 , wherein the region is a boundary region between a contrast residue and air in a luminal organ.
3. The image processing device according to claim 2 , wherein the analysis image is generated in (d) by setting a region which is expanded in (c) as a drawing prohibition region.
4. The image processing device according to claim 1 ,
wherein the region is a boundary region between an inside and an outside of a contrast blood vessel which includes a part where the contrast is not sufficient.
5. The image processing device according to claim 3 , wherein the analysis image is generated in (d) by setting a region which is expanded in (c) as a drawing region which has a prescribed opacity.
6. The image processing device according to claim 1 , wherein the method performed by the image processing device further comprises:
extracting a first region and a second region from the volume data based on the pixel values and pixel positions of the volume data, and determines the starting point of the region expansion process based on information of the gradient of the pixel values at a boundary between the first region and the second region.
7. The image processing device according to claim 1 , wherein the method performed by the image processing device further comprises:
setting a range of a width according to a size of the gradient of the pixel values for each of the starting points as the region expansion condition to an expandable range.
8. The image processing device according to claim 1 , wherein the method performed by the image processing device further comprises:
extracting a first region and a second region from the volume data based on the pixel values and pixel positions of the volume data;
setting a scanning line over the first region and the second region; and
expanding a region up to a prescribed finite range using information of a first order differentiation value of the pixel values on the scanning line, and, thereafter, further expanding the region up to a prescribed finite range using information of a second order differentiation value of the pixel values on the scanning line.
9. The image processing device according to claim 1 , wherein, after a region is expanded from the starting point in (c), the starting point is further moved to another section, and the region expansion process is repeated from a position of the starting point after the movement.
10. An image processing method performed by a computer configured into an image processing device by execution of a program of executable instructions in a non-transitory medium, the image processing method comprising:
acquiring volume data of an image having a region which exists at a boundary between different substances and has pixel values that are non-uniform and continuously changes;
setting a plurality of starting points for region expansion in the region, and setting an expandable range according to a gradient of the pixel values for each of the starting points as a region expansion condition;
performing a region expansion process in the expandable range from the starting point; and
generating an analysis image from the volume data based on information of an expansion region which is a region expanded through the region expansion process.