Image processing apparatus, method, and recording medium for processing images using different filters
View Patent ↗An image processing apparatus includes a divider that generates a plurality pieces of third image information on the basis of a plurality of pieces of first image information and a plurality of pieces of second image information, a determiner that determines, on the basis of information regarding a sample, a filter to be used for the plurality of pieces of third image information, and a processor that deconvolutes each of the plurality of pieces of third image information using the determined filter. An image sensor that has received first resulting light emitted from a sample that has received first light emitted from a first angle outputs the plurality of pieces of first image information. The image sensor that has received second resulting light emitted from the sample that has received second light emitted from a second angle outputs the plurality of pieces of second image information.
1. An image processing apparatus comprising:
a hardware processor; and
a non-transitory memory storing program which when executed by the hardware processor causes the image processing apparatus to:
generate a plurality pieces of third image information based on a plurality of pieces of first image information and a plurality of pieces of second image information, each of the plurality of pieces of third image information including one of the plurality of pieces of first image information and one of the plurality of pieces of second image information;
determine, based on a type of sample included in information regarding a sample, a filter among filters, to be used for the plurality of pieces of third image information; and
deconvolute each of the plurality of pieces of third image information using the determined filter,
wherein the sample receives first light emitted from a first angle and emits first resulting light,
an image sensor receives the first resulting light and outputs the plurality of pieces of first image information,
the sample receives second light emitted from a second angle and emits second resulting light,
the image sensor receives the second resulting light and outputs the plurality of pieces of second image information,
the first light and the second light are emitted from the same light source or different light sources, there is no focusing optical system along an optical path extending from the same light source to the image sensor or optical paths extending from the different light sources to the image sensor,
the filters include a first filter being an n-by-n matrix and a second filter being an m-by-m matrix,
the m is a natural number and more than 1, and the n is a natural number and more than 1 and different from the m,
when the information regarding the sample is first information, the first filter is determined to be used for the plurality of pieces of third image information, and
when the information regarding the sample is second information different from the first information, the second filter is determined to be used for the plurality of pieces of third image information, and
wherein the type of sample is a biopsy sample, a cytodiagnosis sample, or an unstained sample.
2. The image processing apparatus according to claim 1 ,
wherein a first image includes the plurality of pieces of first image information and a second image includes the plurality of pieces of second image information, and
wherein the type of sample is determined based on an image feature value of the first image.
3. The image processing comprising:
a hardware processor; and
a non-transitory memory storing program which when executed by the hardware processor causes the image processing apparatus to:
generate a plurality pieces of third image information based on a plurality of pieces of first image information and a plurality of pieces of second image information, each of the plurality of pieces of third image information including one of the plurality of pieces of first image information and one of the plurality of pieces of second image information;
determine, based on information regarding a sample, a filter to be used for the plurality of pieces of third image information; and
deconvolute each of the plurality of pieces of third image information using the determined filter,
wherein the sample receives first light emitted from a first angle and emits first resulting light,
an image sensor receives the first resulting light and outputs the plurality of pieces of first image information,
the sample receives second light emitted from a second angle and emits second resulting light,
the image sensor receives the second resulting light and outputs the plurality of pieces of second image information,
the first light and the second light are emitted from the same light source or different light sources,
there is no focusing optical system along an optical path extending from the same light source to the image sensor or optical paths extending from the different light sources to the image sensor,
the information regarding the sample includes a type of sample,
the type of sample is a biopsy sample, a cytodiagnosis sample, or an unstained sample,
a first image includes the plurality of pieces of first image information and a second image includes the plurality of pieces of second image information,
the type of sample is determined based on an image feature value of the first image,
an identification parameter indicating a feature value included in an image of a sample is held for each type of sample, and
the type of sample is identified using the feature value of the plurality of pieces of first image information and the identification parameters.
4. The image processing apparatus according to claim 1 ,
wherein the processor deconvolutes each of the plurality of pieces of third image information using each of a plurality of types of filters and outputs a result of the deconvolution performed using each of the plurality of types of filters.
5. The image processing apparatus according to claim 4 , further comprising:
a display device that displays a result obtained using each of the plurality of types of filters; and
an input device that receives one of the results obtained using the plurality of types of filters.
6. The image processing apparatus according to claim 1 , further comprising:
a storage device that holds a target image; and
an image processing circuit that corrects image data regarding a resulting image using image data regarding the target image.
7. A method for processing an image, the method comprising:
generating a plurality pieces of third image information based on a plurality of pieces of first image information and a plurality of pieces of second image information, each of the plurality of pieces of third image information including one of the plurality of pieces of first image information and one of the plurality of pieces of second image information;
determining, based on a type of sample included in information regarding a sample, a filter among filters, to be used for the plurality of pieces of third image information; and
deconvoluting each of the plurality of pieces of third image information using the determined filter,
wherein the sample receives first light emitted from a first angle and emits first resulting light,
an image sensor receives the first resulting light and outputs the plurality of pieces of first image information,
the sample receives second light emitted from a second angle and emits second resulting light,
the image sensor receives the second resulting light and outputs the plurality of pieces of second image information,
the first light and the second light are emitted from the same light source or different light sources,
there is no focusing optical system along an optical path extending from the same light source to the image sensor or optical paths extending from the different light sources to the image sensor,
the filters include a first filter being an n-by-n matrix and a second filter being an m-by-m matrix,
the m is a natural number and more than 1, and the n is a natural number and more than 1 and different from the m,
when the information regarding the sample is first information, the first filter is determined to be used for the plurality of pieces of third image information, and
when the information regarding the sample is second information different from the first information, the second filter is determined to be used for the plurality of pieces of third image information, and
wherein the type of sample is a biopsy sample, a cytodiagnosis sample, or an unstained sample.
8. A non-transitory recording medium storing a program for causing a device including a processor to execute image processing steps, the recording medium being a nonvolatile, computer-readable recording medium, the image processing steps comprising:
generating a plurality pieces of third image information based on a plurality of pieces of first image information and a plurality of pieces of second image information, each of the plurality of pieces of third image information including one of the plurality of pieces of first image information and one of the plurality of pieces of second image information;
determining, based on a type of sample included in information regarding a sample, a filter among filters, to be used for the plurality of pieces of third image information; and
deconvoluting each of the plurality of pieces of third image information using the determined filter,
wherein the sample receives first light emitted from a first angle and emits first resulting light,
an image sensor receives the first resulting light and outputs the plurality of pieces of first image information,
the sample receives second light emitted from a second angle and emits second resulting light,
the image sensor receives the second resulting light and outputs the plurality of pieces of second image information,
the first light and the second light are emitted from the same light source or different light sources,
there is no focusing optical system along an optical path extending from the same light source to the image sensor or optical paths extending from the different light sources to the image sensor,
the filters include a first filter being an n-by-n matrix and a second filter being an m-by-m matrix,
the m is a natural number and more than 1, and the n is a natural number and more than 1 and different from the m,
when the information regarding the sample is first information, the first filter is determined to be used for the plurality of pieces of third image information, and
when the information regarding the sample is second information different from the first information, the second filter is determined to be used for the plurality of pieces of third image information, and
wherein the type of sample is a biopsy sample, a cytodiagnosis sample, or an unstained sample.