1 code implementation • ICCV 2021 • Fuyang Zhang, Xiang Xu, Nelson Nauata, Yasutaka Furukawa
This paper presents an explore-and-classify framework for structured architectural reconstruction from an aerial image.
no code implementations • CVPR 2021 • Nelson Nauata, Sepidehsadat Hosseini, Kai-Hung Chang, Hang Chu, Chin-Yi Cheng, Yasutaka Furukawa
This paper proposes a generative adversarial layout refinement network for automated floorplan generation.
1 code implementation • 3 Mar 2021 • Nelson Nauata, Sepidehsadat Hosseini, Kai-Hung Chang, Hang Chu, Chin-Yi Cheng, Yasutaka Furukawa
This paper proposes a novel generative adversarial layout refinement network for automated floorplan generation.
1 code implementation • ECCV 2020 • Nelson Nauata, Kai-Hung Chang, Chin-Yi Cheng, Greg Mori, Yasutaka Furukawa
This paper proposes a novel graph-constrained generative adversarial network, whose generator and discriminator are built upon relational architecture.
2 code implementations • ECCV 2020 • 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.
1 code implementation • CVPR 2020 • Fuyang Zhang, Nelson Nauata, Yasutaka Furukawa
In our problem, nodes correspond to building edges in an image.
1 code implementation • 18 Feb 2018 • Nelson Nauata, Hexiang Hu, Guang-Tong Zhou, Zhiwei Deng, Zicheng Liao, Greg Mori
In this paper, we exploit this rich structure for performing graph-based inference in label space for a number of tasks: multi-label image and video classification and action detection in untrimmed videos.
no code implementations • 15 Jun 2017 • Nelson Nauata, Jonathan Smith, Greg Mori
Videos are a rich source of high-dimensional structured data, with a wide range of interacting components at varying levels of granularity.
1 code implementation • 27 Sep 2016 • Safoora Yousefi, Congzheng Song, Nelson Nauata, Lee Cooper
Genomics are rapidly transforming medical practice and basic biomedical research, providing insights into disease mechanisms and improving therapeutic strategies, particularly in cancer.