Check patentability & draft patents in minutes with Patsnap Eureka AI!

An image denoising method based on wavelet base selection based on analytic hierarchy process

An AHP and AHP technology, applied in image enhancement, image data processing, instruments, etc., can solve problems such as large discreteness, and achieve good wavelet denoising effect, reliable image denoising, and reliable consistency inspection.

Inactive Publication Date: 2017-02-15
TONGJI UNIV
View PDF5 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The advantage of this method is that it is oriented to the human visual system, and the evaluation is real and comprehensive, but the evaluation results are greatly affected by uncontrollable factors such as the evaluator's personal preference and self-quality. To accurately measure, so the dispersion is large

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
  • An image denoising method based on wavelet base selection based on analytic hierarchy process
  • An image denoising method based on wavelet base selection based on analytic hierarchy process
  • An image denoising method based on wavelet base selection based on analytic hierarchy process

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0034] The present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments. This embodiment is carried out on the premise of the technical solution of the present invention, and detailed implementation and specific operation process are given, but the protection scope of the present invention is not limited to the following embodiments.

[0035] Such as figure 1 As shown, the image denoising method based on AHP to select wavelet base includes the following steps:

[0036] Step S1: Select the indicators used to evaluate the image denoising results, and use the analytic hierarchy process to establish a relative importance judgment matrix, carry out quantitative analysis on the weight of each indicator, and pass the consistency test to be reliable;

[0037] Step S1 specifically includes:

[0038] 101: Establish an objective evaluation model that can automatically evaluate image quality, analyze image characteristics and...

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 denoising method for selecting wavelet basis on the basis of an analytic hierarchy process. The image denoising method comprises the following steps: S1) selecting an index used for evaluating an image denoising result, establishing a relative importance judgment matrix by adopting the analytic hierarchy process, carrying out quantitative analysis on the weight of each index, and checking reliability through consistency; and S2) on the basis of index weight analysis, selecting a wavelet basis, and carrying out image denoising by adopting the analytic hierarchy process. Compared with the prior art, the invention establishes a basis frame of wavelet basis evaluation on the basis of the analytic hierarchy process, an optimal wavelet basis can be conveniently and intuitively selected, and a scientific and objective basis is provided for practical image operation.

Description

technical field [0001] The invention relates to the field of digital image processing, in particular to an image denoising method for selecting wavelet bases based on analytic hierarchy process. Background technique [0002] Analytic Hierarchy Process (Analytic Hierarchy Process, AHP) is a multi-objective decision analysis method combining qualitative and quantitative analysis proposed by American operations researcher Saaty in the 1970s. Its main idea is: first, according to the nature of the problem and the overall goal required to be achieved, the problem is decomposed into different factors according to the level, and the weight (ie, importance) of each different factor in the same level L can be determined by comparing them between each other. Paired judgments are obtained. The importance of the factors in the next level L+1 should consider not only the current level, but also the weight factor of the previous level. Therefore, it is generally necessary to calculate t...

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 Patents(China)
IPC IPC(8): G06T5/00
Inventor 翟永梅陈刚赵琪
Owner TONGJI UNIV
Features
  • R&D
  • Intellectual Property
  • Life Sciences
  • Materials
  • Tech Scout
Why Patsnap Eureka
  • Unparalleled Data Quality
  • Higher Quality Content
  • 60% Fewer Hallucinations
Social media
Patsnap Eureka Blog
Learn More

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2025 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com