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November 21, 2025Journal of Computational Design and EngineeringOpen Access

Generative 3D Appearance Design: A Survey of Generation, Segmentation and Editing by Artificial Intelligence

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Authors

JPJongsu ParkSMShokhikha Amalana MurdivienKCKyungwan Choi

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Overview

This survey explores generative AI's impact on design and segmentation, highlighting iterative refinement benefits in 3D models.

Key Points

  • Generative AI transforms design by automating segmentation techniques, enhancing creative workflows.
  • Effective integration supports iterative design refinement in 3D appearance, reducing labor-intensive tasks.
  • Exploration of generative AI's role in automating generation and editing shows potential efficiency gains.
  • Future work should focus on improving computational efficiency and developing unified frameworks for design.

Cite This Study

Park et al. (2025) studied this question.

synapsesocial.com/papers/6924e3ecc0ce034ddc34ee33https://doi.org/10.1093/jcde/qwaf128
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