[2O4-OS-25a] OS-25

[2O4-OS-25a-04] Home Staging Image Generation with Preserved Room Layout using Stable Diffusion

〇Sho Hattori¹, Toshihiko Yamasaki² (1. At Home Lab Co., Ltd., 2. Univ. of Tokyo)

Keywords:Stable Diffusion, LoCon, ControlNet, MLSD, furniture placement

This paper introduces a novel approach that combines various technologies including LoCon, ControlNet, and MLSD with Stable Diffusion to generate images featuring furniture placements while preserving the integrity of room layouts. The visual presentation of room on property websites significantly impacts users' room selection choices. The art of strategically arranging furniture, plants, and other items within a room to enhance its appeal is known as home staging. Beyond simply observing the room layout, users are more likely to show interest in renting a room that has undergone effective home staging. While the conventional method of enhancing room images involves image editing, it often fails to preserve room layouts. Our experimental results were capable of generating images that retain the room layout and feature furniture placements. However, achieving the desired output within a single iteration remains a challenge.