Research on the Design of Computer Vision Augmented Reality Platform for University Innovation Integration

This paper uses virtual reality to create mechanism drawings. Through the operation of model movement, flipping, etc., the course system of “Mechanical Drawing” combined with virtual reality is established. An AR simulation experiment platform based on binocular vision is proposed, and the corresponding realization method is given. An algorithm based on biological characteristics and local optimal attitude is proposed. Then this paper presents a two-dimension scanning method based on two eyes, which can effectively solve the initialization problem caused by simple rotation and accelerate the speed of detection. A 3D image fusion method based on semi-global domain is proposed to reconstruct 3D objects in real environment. The experimental results show that the algorithm can display images in real time and accurately. The course system “Mechanical Drawing” developed in this paper not only reduces the system throughput, but also increases the system reaction speed and memory capacity. The mechanical drawing teaching system with virtual reality technology has better performance than the traditional system in different request response time, throughput rate and storage capacity.

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Publication Details

Published
2024-08-29
DOI
https://doi.org/10.1109/icsece61636.2024.10729605
Primary Topic
Innovative Educational Techniques
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article
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article

Research on the Design of Computer Vision Augmented Reality Platform for University Innovation Integration

Yin Beilei, Feng Liu, Yong Hu, Huang Yanxuan
Innovative Educational Techniques
article

Research on the Design of Computer Vision Augmented Reality Platform for University Innovation Integration

Yin Beilei, Feng Liu, Yong Hu, Huang Yanxuan
article en

Abstract

This paper uses virtual reality to create mechanism drawings. Through the operation of model movement, flipping, etc., the course system of “Mechanical Drawing” combined with virtual reality is established. An AR simulation experiment platform based on binocular vision is proposed, and the corresponding realization method is given. An algorithm based on biological characteristics and local optimal attitude is proposed. Then this paper presents a two-dimension scanning method based on two eyes, which can effectively solve the initialization problem caused by simple rotation and accelerate the speed of detection. A 3D image fusion method based on semi-global domain is proposed to reconstruct 3D objects in real environment. The experimental results show that the algorithm can display images in real time and accurately. The course system “Mechanical Drawing” developed in this paper not only reduces the system throughput, but also increases the system reaction speed and memory capacity. The mechanical drawing teaching system with virtual reality technology has better performance than the traditional system in different request response time, throughput rate and storage capacity.

Guangxi University of Science and Technology (CN), Chengdu Medical College (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 74%
Innovative Educational Techniques
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Research on the Design of Computer Vision Augmented Reality Platform for University Innovation Integration — Yin Beilei, Feng Liu, et al. · (2024) | TGRS Research Map | TGRS