Cargando…

Reconstructing Floorplans from Point Clouds Using GAN

This paper proposed a method for reconstructing floorplans from indoor point clouds. Unlike existing corner and line primitive detection algorithms, this method uses a generative adversarial network to learn the complex distribution of indoor layout graphics, and repairs incomplete room masks into m...

Descripción completa

Detalles Bibliográficos
Autores principales:	Jin, Tianxing, Zhuang, Jiayan, Xiao, Jiangjian, Xu, Ningyuan, Qin, Shihao
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9967194/ https://www.ncbi.nlm.nih.gov/pubmed/36826958 http://dx.doi.org/10.3390/jimaging9020039

Ejemplares similares

The power of progressive active learning in floorplan images for energy assessment
por: Al-Turki, Dhoyazan, et al.
Publicado: (2023)

Global Monocular Indoor Positioning of a Robotic Vehicle with a Floorplan †
por: Noonan, John, et al.
Publicado: (2019)

Image Restoration Quality Assessment Based on Regional Differential Information Entropy
por: Wang, Zhiyu, et al.
Publicado: (2023)

Reconstructing 3D human pose and shape from a single image and sparse IMUs
por: Liao, Xianhua, et al.
Publicado: (2023)

Detail Preserved Surface Reconstruction from Point Cloud
por: Zhou, Yang, et al.
Publicado: (2019)

Geological surface reconstruction from 3D point clouds
por: Serazio, Cristina, et al.
Publicado: (2021)

Three-Dimensional Human Pose Estimation from Sparse IMUs through Temporal Encoder and Regression Decoder
por: Liao, Xianhua, et al.
Publicado: (2023)

Accelerating GAN training using highly parallel hardware on public cloud
por: Cardoso, Renato, et al.
Publicado: (2021)

Accelerating GAN training using highly parallel hardware on public cloud
por: Da Costa Cardoso, Renato Paulo
Publicado: (2021)

High Accuracy Terrain Reconstruction from Point Clouds Using Implicit Deformable Model
por: Morel, Jules, et al.
Publicado: (2020)

Representing living architecture through skeleton reconstruction from point clouds
por: Middleton, Wilfrid, et al.
Publicado: (2022)

L-DIG: A GAN-Based Method for LiDAR Point Cloud Processing under Snow Driving Conditions
por: Zhang, Yuxiao, et al.
Publicado: (2023)

3D Face Point Cloud Reconstruction and Recognition Using Depth Sensor
por: Wang, Cheng-Wei, et al.
Publicado: (2021)

Robust Surface Reconstruction of Plant Leaves from 3D Point Clouds
por: Ando, Ryuhei, et al.
Publicado: (2021)

Semantic Extraction of Permanent Structures for the Reconstruction of Building Interiors from Point Clouds
por: Coudron, Inge, et al.
Publicado: (2020)

Automatic Reconstruction of Multi-Level Indoor Spaces from Point Cloud and Trajectory
por: Lim, Gahyeon, et al.
Publicado: (2021)

Variable Rate Point Cloud Geometry Compression Method
por: Zhuang, Lehui, et al.
Publicado: (2023)

Railway Overhead Contact System Point Cloud Classification †
por: Chen, Xiao, et al.
Publicado: (2021)

Point Cloud Deep Learning Methods for Pion Reconstruction in the ATLAS Detector
por: Portillo Quintero, Dilia Maria
Publicado: (2022)

Point Cloud Deep Learning Methods for Pion Reconstruction in the ATLAS Experiment
por: The ATLAS collaboration
Publicado: (2022)

Point Cloud Deep Learning Methods for Pion Reconstruction in the ATLAS Detector
por: Portillo Quintero, Dilia Maria
Publicado: (2022)

Cost Effective Mobile Mapping System for Color Point Cloud Reconstruction
por: Peng, Cheng-Wei, et al.
Publicado: (2020)

PypeTree: A Tool for Reconstructing Tree Perennial Tissues from Point Clouds
por: Delagrange, Sylvain, et al.
Publicado: (2014)

Automatic Indoor Reconstruction from Point Clouds in Multi-room Environments with Curved Walls
por: Yang, Fan, et al.
Publicado: (2019)

Point clouds segmentation of rapeseed siliques based on sparse-dense point clouds mapping
por: Qiao, Yuhui, et al.
Publicado: (2023)

Evaluation of the concentration of point defects in GaN
por: Reshchikov, M. A., et al.
Publicado: (2017)

Research on point cloud hole filling and 3D reconstruction in reflective area
por: Sun, Chao, et al.
Publicado: (2023)

Historic Timber Roof Structure Reconstruction through Automated Analysis of Point Clouds
por: Özkan, Taşkın, et al.
Publicado: (2022)

Dynamic Point Cloud Compression Based on Projections, Surface Reconstruction and Video Compression
por: Dumic, Emil, et al.
Publicado: (2021)

From IR Images to Point Clouds to Pose: Point Cloud-Based AR Glasses Pose Estimation
por: Firintepe, Ahmet, et al.
Publicado: (2021)

Polarized Object Surface Reconstruction Algorithm Based on RU-GAN Network
por: Yang, Xu, et al.
Publicado: (2023)

Data for 3D reconstruction and point cloud classification using machine learning in cultural heritage environment
por: Pepe, Massimiliano, et al.
Publicado: (2022)

Autoencoders Based on 2D Convolution Implemented for Reconstruction Point Clouds from Line Laser Sensors
por: Klarák, Jaromír, et al.
Publicado: (2023)

Robust and Fast Normal Mollification via Consistent Neighborhood Reconstruction for Unorganized Point Clouds
por: Liu, Guangshuai, et al.
Publicado: (2023)

Cutting Pose Prediction from Point Clouds
por: Philipsen, Mark P., et al.
Publicado: (2020)

A framework from point clouds to workpieces
por: Shen, Li-Yong, et al.
Publicado: (2022)

Picking Towels in Point Clouds
por: Wang, Xiaoman, et al.
Publicado: (2019)

Real-time 3D reconstruction from single-photon lidar data using plug-and-play point cloud denoisers
por: Tachella, Julián, et al.
Publicado: (2019)

Automatic 3D Surface Reconstruction of the Left Atrium From Clinically Mapped Point Clouds Using Convolutional Neural Networks
por: Xiong, Zhaohan, et al.
Publicado: (2022)

Dataset for trailer angle estimation using radar point clouds
por: Olutomilayo, Kunle T., et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_qf1kc00t92rlrl6bv42g7psng4