Information processing device, method of generating information, information processing system, and non-transitory recording medium
An information processing device includes circuitry. The circuitry calculates a matching degree between two images of an image pair. The matching degree of the image pair is one of a plurality of matching degrees of a plurality of image pairs. The circuitry generates information on sameness between two image groups of an image group pair based on the plurality of matching degrees of the plurality of image pairs. The image group pair includes the plurality of image pairs.
1. An information processing device for checking whether there is no failure or problem in an image output function of an image output system, the device, comprising circuitry configured to
output a plurality of image pairs, each of which is an image pair composed of a first image and a second image, by performing:
inputting test data into a first image output system to output the first image, the first image output system having no failure or problem in an image output function thereof, and
inputting the test data into a checking target system to output the second image,
calculate a matching degree for each image pair in the plurality of image pairs by performing:
calculating, for all pixels that make up for each of two images of the image pair, pixel values of the two images, one image of the image pair belonging to a first group of a plurality of first images and the other image of the image pair belonging to a second group of a plurality of second images, and
calculating, for all pixels that make up for each of the two images, the matching degree between the two images based on the calculated pixel values at same pixel positions in each of the two images, and
calculating, based on a plurality of matching degrees, a sameness value indicative of sameness between the first group and the second group, the plurality of matching degrees being obtained by the calculating the matching degree for each image pair in the plurality of image pairs, the sameness value including one of an arithmetic mean, a geometric mean, a weighted mean, a harmonic mean, a trimmed mean, a sample variance, and an unbiased variance, and
generate information on whether there is no failure or problem in an image output function of the checking target system based on a comparison of the calculated sameness value with a threshold value.
2. The information processing device according to claim 1 ,
wherein the circuitry generates information indicating whether the first group and the second group matches based on whether the sameness value is equal to or greater than the threshold value.
3. The information processing device according to claim 1 ,
wherein the circuitry
transmits the plurality of image pairs to a terminal device that communicates with the information processing device through a network,
receives a visual check result by a user input operation, the visual check result indicating whether two images of the image pair match or not,
updates, in response to the visual check result indicating that the two images of the image pair match, a value of the matching degree of the image pair, the updated value indicating that the two images of the image pair match exactly, and
updates the sameness value according to the update of the matching degree of the image pair.
4. The information processing device according to claim 1 ,
wherein the circuitry
transmits the plurality of image pairs to a terminal device that communicates with the information processing device through a network,
receives a visual check result by a user input operation, the visual check result indicating whether two images of the image pair match or not,
updates, in response to the visual check result indicating that the two images of the image pair do not match, a value of the matching degree of the image pair, the updated value indicating that the two images of the image pair do not match, and
updates the sameness value according to the update of the matching degree of the image pair.
5. The information processing device according to claim 1 ,
wherein the circuitry
focuses on a plurality of image features to calculate the plurality of matching degrees of the plurality of image pairs, and
calculates the sameness value based on the plurality of matching degrees of the plurality of image pairs, which are calculated based on the plurality of image features.
6. An information processing system, comprising:
the information processing device according to claim 1 ; and
a terminal device including terminal device circuitry configured to
receive, from the circuitry of the information processing device, the information on the sameness between the first group and the second group, and
display, on a display, the information on whether there is no failure or problem in an image output function of the checking target system.
7. A method of generating information for checking whether there is no failure or problem in an image output function of an image output system, the method, comprising:
outputting a plurality of image pairs, each of which is an image pair composed of a first image and a second image, by performing:
inputting test data into a first image output system to output the first image, the first image output system having no failure or problem in an image output function thereof, and
inputting the test data into a checking target system to output the second image,
calculating a matching degree for each image pair in the plurality of image pairs by performing:
calculating, for all pixels that make up for each of two images of the image pair, pixel values of the two images, one image of the image pair belonging to a first group of a plurality of first images and the other image of the image pair belonging to a second group of a plurality of second images, and
calculating, for all pixels that make up for each of the two images, the matching degree between the two images based on the calculated pixel values at same pixel positions in each of the two images, and
calculating, based on a plurality of matching degrees, a sameness value indicative of sameness between the first group and the second group, the plurality of matching degrees being obtained by the calculating the matching degree for each image pair in the plurality of image pairs, the sameness value including one of an arithmetic mean, a geometric mean, a weighted mean, a harmonic mean, a trimmed mean, a sample variance, and an unbiased variance, and
generating information on whether there is no failure or problem in an image output function of the checking target system based on a comparison of the calculated sameness value with a threshold value.
8. A non-transitory recording medium storing a plurality of instructions which,
when executed by one or more processors, cause the processors to perform a method for checking whether there is no failure or problem in an image output function of an image output system, the method, comprising:
outputting a plurality of image pairs, each of which is an image pair composed of a first image and a second image, by performing:
inputting test data into a first image output system to output the first image, the first image output system having no failure or problem in an image output function thereof, and
inputting the test data into a checking target system to output the second image,
calculating a matching degree for each image pair in the plurality of image pairs by performing:
calculating, for all pixels that make up for each of two images of the image pair, pixel values of the two images, one image of the image pair belonging to a first group of a plurality of first images and the other image of the image pair belonging to a second group of a plurality of second images, and
calculating, for all pixels that make up for each of the two images, the matching degree between the two images based on the calculated pixel values at same pixel positions in each of the two images, and
calculating, based on a plurality of matching degrees, a sameness value indicative of sameness between the first group and the second group, the plurality of matching degrees being obtained by the calculating the matching degree for each image pair in the plurality of image pairs, the sameness value including one of an arithmetic mean, a geometric mean, a weighted mean, a harmonic mean, a trimmed mean, a sample variance, and an unbiased variance, and
generating information on whether there is no failure or problem in an image output function of the checking target system based on a comparison of the calculated sameness value with a threshold value.