Unlock instant, AI-driven research and patent intelligence for your innovation.

Image processing method and computing device

An image processing and image technology, applied in the computer field, can solve the problem that training images are difficult to obtain

Pending Publication Date: 2021-03-16
HUAWEI TECH CO LTD
View PDF0 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

But this method requires a large number of training images, which are difficult to obtain in actual shooting

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Image processing method and computing device
  • Image processing method and computing device
  • Image processing method and computing device

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0046] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0047] figure 1 is a block diagram of an example computing device 100 . In a basic configuration 102 , computing device 100 typically includes system memory 106 and one or more processors 104 . A memory bus 108 may be used for communication between the processor 104 and the system memory 106 .

[0048] Depending on the desired configuration, processor 104 may be any type of processing including, but not limited to, a microproces...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention relates to an image processing method and computing equipment. The image processing method comprises the following steps: acquiring a focused image and a defocused image for a photographed object; inputting the focused image into an image processing machine learning model component, and obtaining a composite image which is subjected to moire removal and fuzzification processing compared with the focused image, wherein the image processing machine learning model component is provided with full-network parameters; adjusting the full-network parameters by using the corresponding relationship between the composite image and the defocused image until a preset requirement is met, and generating the image processing machine learning model assembly of which the full-network parameters are adjusted. By adopting the method and the device, the full-network parameters used by the method and the device can be determined without acquiring a large number of training images and labelingthe training images.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to an image processing method and computing equipment. Background technique [0002] In the process of capturing images, if the spatial frequency of the pixels of the charge-coupled device (CCD), complementary metal oxide semiconductor (complementary metal oxide semiconductor, CMOS) and other photosensitive elements and the periodic pattern in the object to be photographed (such as If the spatial frequency of grids, stripes, etc.) is close, moiré patterns will be generated, which will cause colored high-frequency stripes to appear in the captured image, which will affect the quality of the image. [0003] figure 2 Two common types of moiré are shown in , one is the moiré that occurs when photographing a periodic pattern (such as figure 2 The pattern 201 in the), the other is the moiré pattern generated when shooting the screen (such as figure 2 pattern in 202). In re...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Applications(China)
IPC IPC(8): G06T5/00G06F3/08G06N3/04G06T7/10
CPCG06T7/10G06F3/08G06T2207/10004G06N3/045G06T5/00
Inventor 刘林刘健庄袁善欣田奇格雷戈里·斯拉堡
Owner HUAWEI TECH CO LTD