تقرير
MSD: A Benchmark Dataset for Floor Plan Generation of Building Complexes
| العنوان: | MSD: A Benchmark Dataset for Floor Plan Generation of Building Complexes |
|---|---|
| المؤلفون: | van Engelenburg, Casper, Mostafavi, Fatemeh, Kuhn, Emanuel, Jeon, Yuntae, Franzen, Michael, Standfest, Matthias, van Gemert, Jan, Khademi, Seyran |
| سنة النشر: | 2024 |
| المجموعة: | Computer Science |
| مصطلحات موضوعية: | Computer Science - Computer Vision and Pattern Recognition |
| الوصف: | Diverse and realistic floor plan data are essential for the development of useful computer-aided methods in architectural design. Today's large-scale floor plan datasets predominantly feature simple floor plan layouts, typically representing single-apartment dwellings only. To compensate for the mismatch between current datasets and the real world, we develop \textbf{Modified Swiss Dwellings} (MSD) -- the first large-scale floor plan dataset that contains a significant share of layouts of multi-apartment dwellings. MSD features over 5.3K floor plans of medium- to large-scale building complexes, covering over 18.9K distinct apartments. We validate that existing approaches for floor plan generation, while effective in simpler scenarios, cannot yet seamlessly address the challenges posed by MSD. Our benchmark calls for new research in floor plan machine understanding. Code and data are open. Comment: ECCV 2024 (incl. Suppl. Mat.) |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/2407.10121 |
| رقم الأكسشن: | edsarx.2407.10121 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |