A systematic review of automated reconstruction of indoor scenes using Point Clouds

Sujitha Kurup; Archana Bhise

doi:10.1117/12.2607018

11 November 2021 A systematic review of automated reconstruction of indoor scenes using Point Clouds

Sujitha Kurup, Archana Bhise

Proceedings Volume 12076, 2021 International Conference on Image, Video Processing, and Artificial Intelligence; 120760O (2021) https://doi.org/10.1117/12.2607018
Event: Fourth International Conference on Image, Video Processing, and Artificial Intelligence (IVPAI 2021), 2021, Shanghai, China

Abstract

Creating structured 3D modeling of indoor environment from captured data plays a vital role in applications such as indoor navigation and interior remodeling. The recent surge in indoor scene reconstruction from point cloud information has made substantial progress when dealing with the complexity and variability of the indoor environment but many open research problems remain. In this survey, a review of the existing methodologies in characterization of the input sources, reconstruction model along with the other components in the structured reconstruction pipeline is done. An overview of the reconstruction methodologies is summarized along with its effectiveness and limitations while also acknowledging future research directions and challenges for the purpose of promoting research interest.

Citation Download Citation

Sujitha Kurup and Archana Bhise "A systematic review of automated reconstruction of indoor scenes using Point Clouds", Proc. SPIE 12076, 2021 International Conference on Image, Video Processing, and Artificial Intelligence, 120760O (11 November 2021); https://doi.org/10.1117/12.2607018

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available

Members: $17.00

Non-members: $21.00 ADD TO CART

PROCEEDINGS
6 PAGES

DOWNLOAD PAPER SAVE TO MY LIBRARY

GET CITATION

RIGHTS & PERMISSIONS

Get copyright permission Get copyright permission on Copyright Marketplace

KEYWORDS

3D modeling

Clouds

RGB color model

Data modeling

Visual process modeling

Visualization

Binary data

Show All Keywords

Keywords/Phrases

Search In:

Publication Years