Image Noise Preprocessing of Interactive Projection System Based on Switching Filtering Scheme

Author:

Yu Lei1ORCID

Affiliation:

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

Abstract

The interactive projection systems based on deep images are usually disturbed by the mixed noise. Generally, several filtering methods are used in combination to resolve this problem. Although the hybrid filter can guarantee the accuracy of the image, but the algorithm is complex and time-consuming, which affects the real-time performance of the interactive projection system. In this paper, the switching system method is introduced into the filter for the first time, and an arbitrary switching filter algorithm is proposed and applied to the depth image filtering system based on Kinect sensor. The experimental results demonstrate and validate that the proposed switching filter algorithm not only effectively removes the noise but also ensures the real-time performance of tracking and achieves good target tracking performance, which makes it applicable in various image filtering processing systems.

Funder

National Natural Science Foundation of China

Publisher

Hindawi Limited

Subject

Multidisciplinary,General Computer Science

Cited by 13 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. An intelligent detection approach for end-of-life power battery shell bolts;Advances in Mechanical Engineering;2024-04

2. A Modified Anisotropic Diffusion Scheme for Signal-Dependent Noise Filtering;Circuits, Systems, and Signal Processing;2023-12-11

3. A Novel Hybrid Framework to Enhance Dual-Energy X-Ray Images;Journal of Sensors;2023-04-17

4. Trends in digital image processing of isolated microalgae by incorporating classification algorithm;Biotechnology Advances;2023-03

5. Performance Analysis of Different Preprocessing Techniques for Cyclone Prediction;2022 International Conference on Applied Artificial Intelligence and Computing (ICAAIC);2022-05-09

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3