# US 10,311,550 B2 · Image processing device for eliminating graininess of image > Agents: this data is available as JSON from the patentgrep API and MCP server — see https://patentgrep.com/llms.txt - Number: US 10,311,550 B2 - Document ID: US10311550B2 - Status: Granted - Kind: B2 - Application number: 15/128,290 - Filed: 2015-01-20 - Published: 2017-07-06 - Granted: 2019-06-04 - Earliest claimed: 2014-03-27 - Assignees: Noritsu Precision Co., Ltd. - Applicants: Noritsu Precision Co., Ltd. - Inventors: Koji Kita - Web page: https://patentgrep.com/patent/US10311550B2 ## CPC - G06T 5/70: Denoising; Smoothing - G06T 7/13: Edge detection - H04N 1/4092: {Edge or detail enhancement} - G06T 2207/20192: Edge enhancement; Edge preservation - G06T: IMAGE DATA PROCESSING OR GENERATION, IN GENERAL - H04N: PICTORIAL COMMUNICATION, e.g. TELEVISION ## Abstract Provided is an image processing device by which graininess of a target image is eliminated while outlines in the target image are maintained. The image processing device includes a smoothing unit and a weighted averaging unit. The smoothing unit is configured to generate a smooth image by smoothing the target image. The weighted averaging unit is configured to generate a weighted average image by performing weighted averaging of the target image and a difference image. The difference image is an image that is obtained by subtracting the target image from the smooth image. ## Claims ### Claim 1 An image processing method for eliminating graininess of a target image, comprising the steps of: generating a smooth image by smoothing the target image so that the graininess remains in the smooth image; and generating a weighted average image by performing weighted averaging of the target image and a difference image using positive mixture ratios respectively to the target image and the difference image, the positive mixture ratios being constant not depending on pixel values of the target image, the difference image being a first image obtained by subtracting the target image from the smooth image or a second image obtained by uniformly adding a constant value to each pixel value of the first image, the positive mixture ratio to the difference image being α, the positive mixture ratio to the target image being 1-α and α>0.5. ### Claim 2 An image processing device for eliminating graininess of a target image, comprising: a smoothing unit of a central processing unit (CPU) configured to generate a smooth image by smoothing the target image; and a weighted averaging unit of the CPU configured to generate a weighted average image by performing weighted averaging of the target image and a difference image using positive mixture ratios respectively to the target image and the difference image, the positive mixture ratios being constant not depending on pixel values of the target image, the difference image being a first image obtained by subtracting the target image from the smooth image or a second image obtained by uniformly adding a constant value to each pixel value of the first image, the positive mixture ratio to the difference image being a, the positive mixture ratio to the target image being 1-α and α>0.5. ### Claim 3 (depends on 1) The image processing device according to claim 1, further comprising a contrast enhancing unit of the CPU configured to enhance contrast of the weighted average image. ### Claim 4 (depends on 3) The image processing device according to claim 3, wherein the weighted averaging unit is configured to generate an inverse difference image obtained by subtracting the smooth image from the target image and then generate the difference image by inverting a tone of the inverse difference image. ### Claim 5 (depends on 3) The image processing device according to claim 3, wherein the weighted averaging unit is configured to generate the first and then generate the weighted average image by performing the weighted averaging of the target image and the first image, or the weighted averaging unit is configured to generate the second image and then generate the weighted average image by performing the weighted averaging of the target image and the second image. ### Claim 6 (depends on 5) The image processing device according to claim 5, wherein the weighted averaging unit is configured to generate an inverse difference image obtained by subtracting the smooth image from the target image and then generate the difference image by inverting a tone of the inverse difference image. ### Claim 7 (depends on 1) The image processing device according to claim 1, wherein the weighted averaging unit is configured to generate the first image and then generate the weighted average image by performing the weighted averaging of the target image and the first-image, or the weighted averaging unit is configured to generate the second image and then generate the weighted average image by performing the weighted averaging of the target image and the second image. ### Claim 8 (depends on 7) The image processing device according to claim 7, wherein the weighted averaging unit is configured to generate an inverse difference image obtained by subtracting the smooth image from the target image and then generate the difference image by inverting a tone of the inverse difference image. ### Claim 9 (depends on 2) The image processing device according to claim 2, wherein the weighted averaging unit is configured to generate an inverse difference image obtained by subtracting the smooth image from the target image and then generate the difference image by inverting a tone of the inverse difference image. ### Claim 10 A non-transitory computer readable medium storing an image processing program for eliminating graininess of a target image, the image processing program causing a computer to execute the steps of: generating a smooth image by smoothing the target image; and generating a weighted average image by performing weighted averaging of the target image and a difference image using positive mixture ratios respectively to the target image and the difference image, the positive mixture ratios being constant not depending on pixel values of the target image, the difference image being a first image obtained by subtracting the target image from the smooth image or a second image obtained by uniformly adding a constant value to each pixel value of the first image, the positive mixture ratio to the difference image being a, the positive mixture ratio to the target image being 1-α and α>0.5.