Room Layout Estimation

8 papers with code • 1 benchmarks • 3 datasets

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Greatest papers with code

Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

bertjiazheng/Structured3D ECCV 2020

Recently, there has been growing interest in developing learning-based methods to detect and utilize salient semi-global or global structures, such as junctions, lines, planes, cuboids, smooth surfaces, and all types of symmetries, for 3D scene modeling and understanding.

Room Layout Estimation

Holistic 3D Scene Parsing and Reconstruction from a Single RGB Image

thusiyuan/holistic_scene_parsing ECCV 2018

We propose a computational framework to jointly parse a single RGB image and reconstruct a holistic 3D configuration composed by a set of CAD models using a stochastic grammar model.

Monocular 3D Object Detection Object Localization +3

RoomNet: End-to-End Room Layout Estimation

GitBoSun/roomnet ICCV 2017

This paper focuses on the task of room layout estimation from a monocular RGB image.

Room Layout Estimation Semantic Segmentation

ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection

saic-vul/imvoxelnet 2 Jun 2021

To address this problem, we propose ImVoxelNet, a novel fully convolutional method of 3D object detection based on monocular or multi-view RGB images.

Monocular 3D Object Detection Room Layout Estimation

LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth Rendering

fuenwang/LED2-Net 1 Apr 2021

Although significant progress has been made in room layout estimation, most methods aim to reduce the loss in the 2D pixel coordinate rather than exploiting the room structure in the 3D space.

Depth Estimation Room Layout Estimation

Learning to Reconstruct 3D Non-Cuboid Room Layout from a Single RGB Image

CYang0515/NonCuboidRoom 16 Apr 2021

Single-image room layout reconstruction aims to reconstruct the enclosed 3D structure of a room from a single image.

Room Layout Estimation