Switching filtering method for interactive systems

Author:

Hou Junyi1,Yu Lei123ORCID,Fang Yifan1,Fei Shumin4

Affiliation:

1. School of Mechanical and Electric Engineering, Soochow University, Suzhou, China

2. Key Laboratory of Industrial Internet of Things & Networked Control, Ministry of Education, Chongqing University of Posts and Telecommunications, Chongqing, China

3. State Key Lab of CAD&CG, Zhejiang University, Hangzhou, China

4. School of Automation, Southeast University, Nanjing, China

Abstract

Aiming at the problem that the mixed noise interference caused by the mixed projection noise system is not accurate and the real-time performance is poor, this article proposes an adaptive system switching filtering method based on Bayesian estimation switching rules. The method chooses joint bilateral filtering and improved adaptive median filtering as the filtering subsystems and selects the sub-filtering system suitable for the noise by switching rules to achieve the purpose of effectively removing noise. The simulation experiment was carried out by the self-developed human–computer interactive projection image system platform. Through the subjective evaluation, objective evaluation, and running time comparison analysis, a better filtering effect was achieved, and the balance between the filtering precision and the real-time performance of the interactive system was well obtained. Therefore, the proposed method can be widely applied to various human–computer interactive image filtering systems.

Funder

national natural science foundation of china

natural science foundation of jiangsu province

Open Laboratory Foundation of Key Laboratory of Industrial Internet of Things and Networked Control

zhejiang university

Publisher

SAGE Publications

Subject

Mechanical Engineering,Control and Systems Engineering

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Contactless interactive control technology with a switching system based on Butterworth filter and modified strong tracking Kalman filter;Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering;2021-03-19

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