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Data Challenges with 3D Computer Vision

Funk, Eugen and Scholl, Martin (2015) Data Challenges with 3D Computer Vision. Buzzwords Berlin 2015, conference on storing, processing and searching large amounts of digital data, 01.06.2015, Berlin.

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Abstract

A wide range of end user and industrial applications rely on accurate 3D scene representation. Automated 3D modelling from optical sensors such as LIDAR scanners, stereo or RGBD cameras became inevitable since this enables to replace the time consuming manual 3D modelling process. However, optical sensors deliver extremely high amount of data which is required to be processed to information. An 8 bit stereo system with 9MPx colour images delivers 4GB of data per second. Being able to make sense out of this enormous flow of data is a huge and ongoing research and development task. This talk will give an overview of the challenges which naturally involve efficient search, storage and scalable algorithms for information extraction from 3D data. Also an overview of practical implications on 3D reconstruction of cities, autonomous driving in public and industrial facilities, or inspection and monitoring as part of security strategies will be presented.

Item URL in elib:https://elib.dlr.de/96523/
Document Type:Conference or Workshop Item (Speech)
Title:Data Challenges with 3D Computer Vision
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Funk, Eugeneugen.funk (at) dlr.deUNSPECIFIED
Scholl, MartinUNSPECIFIEDUNSPECIFIED
Date:1 June 2015
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:big data, 3d computer vision, 3d modelling, algorithms, data structures
Event Title:Buzzwords Berlin 2015, conference on storing, processing and searching large amounts of digital data
Event Location:Berlin
Event Type:international Conference
Event Dates:01.06.2015
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:Terrestrial Vehicles (old)
DLR - Research area:Transport
DLR - Program:V BF - Bodengebundene Fahrzeuge
DLR - Research theme (Project):V - Fahrzeugintelligenz (old)
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Optical Sensor Systems > Information Processing for Optical Systems
Deposited By: Funk, Eugen
Deposited On:08 Jun 2015 06:51
Last Modified:08 Jun 2015 06:51

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