What question did this study set out to answer?

The central aim is to develop a method for creating high-quality 3D models efficiently from sketches with added text guidance.

April 10, 2026Design and Artificial IntelligenceOpen Access

Doodle Your 3D with Materials: Creating 3D Model with Relightable Appearance from Single Freehand Sketches and Text Guidance

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Authors

YZYing ZangHuzhou University RCRunlong CaoHuzhou University TLTingmin LiuHuzhou University

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Implication

This framework enables high-quality 3D model creation in AR/VR from single sketches and text instructions, suggesting an innovative approach to content generation.

Key Points

The central aim is to develop a method for creating high-quality 3D models efficiently from sketches with added text guidance.
Developed Deep3DSketch-PA framework for sketch-based 3D modeling.
Utilized a two-stage mesh generation process with a custom network and optimization module.
Introduced a material graph representation for photorealistic appearances.
Deep3DSketch-PA demonstrates superior performance compared to traditional sketch-based methods.
Achieved high-quality, relightable 3D models from single freehand sketches.
Executed experiments on synthetic and real-world datasets to validate effectiveness.

Cite This Study

Zang et al. (2026) studied this question.

synapsesocial.com/papers/69d892d16c1944d70ce04102 https://doi.org/10.1016/j.daai.2026.100065

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Implication

This framework enables high-quality 3D model creation in AR/VR from single sketches and text instructions, suggesting an innovative approach to content generation.

Doodle Your 3D with Materials: Creating 3D Model with Relightable Appearance from Single Freehand Sketches and Text Guidance

Discussion

Member takes

Implication

Key Points

Cite This Study

Doodle Your 3D with Materials: Creating 3D Model with Relightable Appearance from Single Freehand Sketches and Text Guidance

Discussion

Member takes

Implication

Key Points

Cite This Study

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