OpenCodePapers
3d-room-layouts-from-a-single-rgb-panorama-on-3
2D Semantic Segmentation
Scene Parsing
Scene Understanding
3D Room Layouts From A Single RGB Panorama
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Paper
Code
3DIoU
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ModelName
ReleaseDate
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3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform
✓ Link
84.93
0.67
1.93
DMH-Net
2022-07-19
SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree Panorama
✓ Link
84.66
0.60
1.97
SSLayout360
2021-03-25
LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth Rendering
✓ Link
83.77
LED2-Net
2021-04-01
AtlantaNet: Inferring the 3D Indoor Layout from a Single 360(∘) Image beyond the Manhattan World Assumption
✓ Link
82.43
0.70
2.25
AtlantaNet
OmniLayout: Room Layout Reconstruction from Indoor Spherical Panoramas
81.2
0.78
2.37
OmniLayout
2021-04-19
HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features
✓ Link
79.88
HoHoNet (ResNet-101)
2020-11-23
HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation
✓ Link
79.79
0.71
2.39
HorizonNet
2019-01-12
DuLa-Net: A Dual-Projection Network for Estimating Room Layouts from a Single RGB Panorama
✓ Link
79.36
DuLa-Net
2018-11-29
LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image
✓ Link
76.33
1.04
2.7
LayoutNet
2018-03-23