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Development of an Object Management System in Virtual Reality

  • 2024
  • OriginalPaper
  • Chapter
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Abstract

This chapter delves into the creation of an advanced object management system for virtual reality (VR) environments, utilizing artificial intelligence (AI) for real-time 3D object generation and intelligent object placement. It addresses the challenges of traditional object management methods in VR and highlights the potential of generative models and intelligent algorithms to enhance the realism and usability of VR experiences. The proposed system integrates intuitive interaction methods, such as gesture and voice recognition, and real-time collaboration capabilities. Additionally, it includes an evaluation and analytics module to optimize user experience and system performance. The chapter provides a detailed architecture of the system, discussing the rationale behind each component and their interactions. It also presents a use case diagram illustrating the actions provided for users within the object management system. The implementation section describes the integration of voice recognition technology and the use of diffusion models for 3D model generation. The discussion acknowledges the limitations and future challenges, while the conclusion summarizes the contributions of the research. This chapter offers a comprehensive roadmap for developing a sophisticated VR application integrated with AI-driven 3D object management, making it a valuable resource for professionals and researchers in the field.

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Title
Development of an Object Management System in Virtual Reality
Authors
Sanzhar Otkilbayev
Madina Ipalakova
Dana Tsoy
Yevgenia Daineko
Copyright Year
2024
DOI
https://doi.org/10.1007/978-3-031-71707-9_21
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