Title :
A System for Near Real-Time 3D Reconstruction from Multi-view Using 4G Enabled Mobile
Author :
Saha, Ankita ; Bhowmick, Bhaskar ; Sinha, Aloka
Author_Institution :
Tata Consultancy Services Ltd., Kolkata, India
fDate :
June 27 2014-July 2 2014
Abstract :
Rapid or real time dense 3D reconstruction of indoor or outdoor model using mobile phone camera has become an active research topic because of the importance of 3D models in different application like remote monitoring system and visualization. In this paper we propose an application as well a system architecture which captures images using a hand held mobile Smart phone and generate an accurate and dense 3D model in a connected server using parallel computation. The method performs near real time accurate dense 3D model generation from streaming data. The application is capable of adaptive data transmission based on available network bandwidth. A comparison is presented for different amount of data transmission. The main computation is performed on a high end server system that reconstructs an accurate and complete 3D model with registration between all created models.
Keywords :
4G mobile communication; cameras; image reconstruction; image registration; parallel processing; smart phones; solid modelling; 4G enabled mobile; adaptive data transmission; connected server; dense 3D model generation; handheld mobile smart phone; mobile phone camera; parallel computation; point cloud registration; real time dense 3D reconstruction; remote monitoring system; Cameras; Image reconstruction; Mobile communication; Servers; Smart phones; Solid modeling; Three-dimensional displays; 3D reconstruction; camera calibration; cloud point generation; dense reconstruction; parallel computing; point cloud registration;
Conference_Titel :
Mobile Services (MS), 2014 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4799-5059-1
DOI :
10.1109/MobServ.2014.10