CVAug 26, 2023

VIDES: Virtual Interior Design via Natural Language and Visual Guidance

arXiv:2308.13795v15 citationsh-index: 30
Originality Incremental advance
AI Analysis

This system reduces the entry barrier for interior design, making it more accessible to non-experts and speeding up concept creation.

The paper tackles the challenge of time-consuming and expertise-intensive interior design by proposing VIDES, a system that generates and edits indoor scenes from text and visual inputs, achieving visually appealing designs with enhanced accuracy and coherence.

Interior design is crucial in creating aesthetically pleasing and functional indoor spaces. However, developing and editing interior design concepts requires significant time and expertise. We propose Virtual Interior DESign (VIDES) system in response to this challenge. Leveraging cutting-edge technology in generative AI, our system can assist users in generating and editing indoor scene concepts quickly, given user text description and visual guidance. Using both visual guidance and language as the conditional inputs significantly enhances the accuracy and coherence of the generated scenes, resulting in visually appealing designs. Through extensive experimentation, we demonstrate the effectiveness of VIDES in developing new indoor concepts, changing indoor styles, and replacing and removing interior objects. The system successfully captures the essence of users' descriptions while providing flexibility for customization. Consequently, this system can potentially reduce the entry barrier for indoor design, making it more accessible to users with limited technical skills and reducing the time required to create high-quality images. Individuals who have a background in design can now easily communicate their ideas visually and effectively present their design concepts. https://sites.google.com/view/ltnghia/research/VIDES

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

Your Notes