paper list of 3D room layout estimation from panorama or perspective images
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Structured3D(ECCV2020): Jia Zheng, Junfei Zhang, Jing Li, Rui Tang, Shenghua Gao, Zihan Zhou. Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling.[paper][project][code][introduction]
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MatterportLayout dataset(IJCV2021): Chuhang Zou, Jheng-Wei Su, Chi-Han Peng, Alex Colburn, Qi Shan, Peter Wonka, Hung-Kuo Chu, Derek Hoiem. Manhattan Room Layout Reconstruction from a Single 360 image: A Comparative Study of State-of-the-art Methods.[paper][code]
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HoHoNet(CVPR2021): Cheng Sun, Min Sun, Hwann-Tzong Chen. HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features.[paper][code]
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LayoutNetv2(IJCV2021): Chuhang Zou, Jheng-Wei Su, Chi-Han Peng, Alex Colburn, Qi Shan, Peter Wonka, Hung-Kuo Chu, Derek Hoiem. Manhattan Room Layout Reconstruction from a Single 360 image: A Comparative Study of State-of-the-art Methods.[paper][code]
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AtlantaNet(ECCV2020): Giovanni Pintore, Marco Agus, and Enrico Gobbetti. AtlantaNet: Inferring the 3D Indoor Layout from a Single 360◦ Image beyond the Manhattan World Assumption.[paper][code]
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HorizonNet(CVPR2019): Cheng Sun, Chi-Wei Hsiao, Min Sun, Hwann-Tzong Chen. HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation.[paper][project][code]
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DuLa-Net(CVPR2019): Shang-Ta Yang, Fu-En Wang, Chi-Han Peng, Peter Wonka, Min Sun, Hung-Kuo Chu. DuLa-Net: A Dual-Projection Network for Estimating Room Layouts from a Single RGB Panorama.[paper][project][code]
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LayoutNet(CVPR2018): Chuhang Zou, Alex Colburn, Qi Shan, Derek Hoiem. LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image.[paper][official implementation(Torch)][pytorch implemation]
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Flat2layout: Chi-Wei Hsiao, Cheng Sun, Min Sun, Hwann-Tzong Chen. Flat2Layout: Flat Representation for Estimating Layout of General Room Types.[paper]