activity
20162021
most citedHouse-GAN: Relational Generative Adversarial Networks for Graph-constrained House Layout Generation

29 citations · 73 across the 8 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.CV2019★ 5 cited

Vectorizing World Buildings: Planar Graph Reconstruction by Primitive Detection and Relationship Inference

Nelson Nauata, Yasutaka Furukawa

This paper tackles a 2D architecture vectorization problem, whose task is to infer an outdoor building architecture as a 2D planar graph from a single RGB image. We provide a new b…

cs.CV2019★ 5 cited

Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction

Fuyang Zhang, Nelson Nauata, Yasutaka Furukawa

This paper proposes a novel message passing neural (MPN) architecture Conv-MPN, which reconstructs an outdoor building as a planar graph from a single RGB image. Conv-MPN is specif…