International Journal of Internet, Broadcasting and Communication

The Institute of Internet, Broadcasting and Communication (한국인터넷방송통신학회)
권호 표지
DOI QR코드

DOI QR Code

A Research on AI Generated 2D Image to 3D Modeling Technology

  • Ke Ma (Dept. of Multimedia, Graduate School of Digital Image and Contents Dongguk University) ;
  • Jeanhun Chung (Dept. of Multimedia, Graduate School of Digital Image and Contents Dongguk University)
  • Received : 2024.03.17
  • Accepted : 2024.03.29
  • Published : 2024.05.31
Download PDF
⟨ Previous Next ⟩

Abstract

Advancements in generative AI are reshaping graphic and 3D content design landscapes, where AI not only enriches graphic design but extends its reach to 3D content creation. Though 3D texture mapping through AI is advancing, AI-generated 3D modeling technology in this realm remains nascent. This paper presents AI 2D image-driven 3D modeling techniques, assessing their viability in 3D content design by scrutinizing various algorithms. Initially, four OBJ model-exporting AI algorithms are screened, and two are further evaluated. Results indicate that while AI-generated 3D models may not be directly usable, they effectively capture reference object structures, offering substantial time savings and enhanced design efficiency through manual refinements. This endeavor pioneers new avenues for 3D content creators, anticipating a dynamic fusion of AI and 3D design.

Keywords

References

  1. Ke Ma,Chung, Jeanhun Chung. "A Research on 3D Texture Production Using Artificial Intelligence Softwear" The International Journal of Advanced Culture Technology Vol.15 No.4 178-184,2023 DOI:https://doi.org/10.7236/IJIBC.2023.15.4.178
  2. Jiayuan Liang, Xinyi Shan, Jeanhun Chung. "A Study on Process of Creating 3D Models Using the Application of Artificial Intelligence Technology "The International Journal of Advanced Culture Technology Vol.11 No.4 346-351,2023 DOI:DOI https://doi.org/10.17703/IJACT.2023.11.4.346
  3. Chen Xi, Jeanhun Chung. "A Study on Character Design Using [Midjourney] Application"The International Journal of Advanced Culture Technology Vol.11 No.2 409-414,2023 DOI:https://doi.org/10.17703/IJACT.2023.11.2.409
  4. Chenghao Wang, Jeanhun Chung. "A Study of Artificial Intelligence Generated 3D Engine Animation Workflow" The International Journal of Advanced Smart Convergence Vol.12 No.4 286-292,2023 DOI:https://doi.org/10.7236/IJASC.2023.12.4.286
  5. Chenghao Wang, Jeanhun Chung."Research on AI Painting Generation Technology Based on the [Stable Diffusion] "The International Journal of Advanced Smart Convergence Vol.12 No.2 90-95,2023 DOI:https://doi.org/10.7236/IJASC.2023.12.2.90
  6. Qianqian Jiang, Jeanhun Chung."A Case Study of Creative Art Based on AI Generation Technology"The International Journal of Advanced Smart Convergence Vol.12 No.2 84-89,2023 DOI:http://dx.doi.org/10.7236/IJASC.2023.12.2.84
  7. Pingjian Jie,Jeanhun Chung, Xinyi Shan."A Comparative Analysis Between <Leonardo.Ai> and <Meshy> as AI Texture Generation Tools"The International Journal of Advanced Culture Technology Vol.11 No.4 333-339,2023 DOI:https://doi.org/10.17703/IJACT.2023.11.4.333
  8. Pingjian Jie,Xinyi Shan, Jeanhun Chung."Comparative Analysis of AI Painting Using [Midjourney] and [Stable Diffusion] - A Case Study on Character Drawing"The International Journal of Advanced Culture Technology Vol.11 No.2 403-408,2023 DOI:https://doi.org/10.17703/IJACT.2023.11.2.403
  9. Biying Guo,Xinyi Shan, Jeanhun Chung. A Comparative Study on the Features and Applications of AI Tools - Focus on PIKA Labs and RUNWAY"The International Journal of Internet, Broadcasting and Communication Vol.16 No.1 86-91,2024 DOI:https://doi.org/10.7236/IJIBC.2024.16.1.86
  10. Hae-Won Byun,Hye-Moon Jung. "Extended Cartoon Rendering using 3D Texture" The Journal of the Korea Contents Association2011, vol.11, no.8, pp. 123-133 DOI:http://dx.doi.org/10.5392/JKCA.2011.11.8.123