1 code implementation • CVPR 2023 • Mohammad Amin Shabani, Sepidehsadat Hosseini, Yasutaka Furukawa
The paper presents a novel approach for vector-floorplan generation via a diffusion model, which denoises 2D coordinates of room/door corners with two inference objectives: 1) a single-step noise as the continuous quantity to precisely invert the continuous forward process; and 2) the final 2D coordinate as the discrete quantity to establish geometric incident relationships such as parallelism, orthogonality, and corner-sharing.
1 code implementation • ICCV 2021 • Mohammad Amin Shabani, Weilian Song, Makoto Odamaki, Hirochika Fujiki, Yasutaka Furukawa
We evaluate the proposed approach on a dataset of 1029 panorama images with 286 houses.
no code implementations • 8 Jul 2019 • Sepidehsadat Hosseini, Mohammad Amin Shabani, Nam Ik Cho
We propose a new semi-supervised learning method on face-related tasks based on Multi-Task Learning (MTL) and data distillation.
no code implementations • 29 Jan 2018 • Mohammad Amin Shabani, Laleh Samadfam, Mohammad Amin Sadeghi
We show that different locations in the image vibrate differently.