Room Layout Estimation Papers

A collection of room layout estimation papers.

Outline

• Methods
• Datasets

1. Methods

Name	Paper	Source	Code/Project
LayoutNet v2	Manhattan Room Layout Reconstruction from a Single 360 image: A Comparative Study of State-of-the-art Methods	IJCV 2021	[Code]
CFL	Corners for Layout: End-to-End Layout Recovery From 360 Images	RAL 2020	[Project] [Code]
DuLa-Net	DuLa-Net: A Dual-Projection Network for Estimating Room Layouts from a Single RGB Panorama	CVPR 2019	[Project] [Code]
HorizonNet	HorizonNet: Learning Room Layout With 1D Representation and Pano Stretch Data Augmentation	CVPR 2019	[Project] [Code]
LayoutNet	LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image	CVPR 2018	[Code]
	Layouts From Panoramic Images With Geometry and Deep Learning	IROS 2018	[Code]
Pano2CAD	Pano2CAD: Room Layout From A Single Panorama Image	CVPR 2018
RoomNet	RoomNet: End-to-End Room Layout Estimation	CVPR 2017	[Code]
	Efficient 3D Room Shape Recovery From a Single Panorama	CVPR 2016	[Project] [Code]
PanoContext	Panocontext: A whole-room 3d context model for panoramic scene understanding	ECCV 2014	[Project]

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2. Datasets

• PanoAnnotator
• PanoContext Dataset
• Stanford 2D-3D Dataset
• Matterport3D Dataset
• MatterportLayout Dataset
• SUN360 Dataset