Title :
IMPART: Big media data processing and analysis for film production
Author :
Blat, Josep ; Evans, Alun ; Agenjo, Javi ; Hansung Kim ; Imre, Evren ; Hilton, Adrian ; Tefas, Anastasios ; Nikolaidis, Nikos ; Pitas, Ioannis ; Polok, Lukas ; Smrz, Pavel ; Zemcik, Pavel
Author_Institution :
Univ. Pompeu Fabra, Barcelona, Spain
fDate :
June 29 2015-July 3 2015
Abstract :
A typical high-end film production generates several terabytes of data per day, either as footage from multiple cameras or as background information regarding the set (laser scans, spherical captures, etc). The EU project IMPART (impart.upf.edu) has been researching solutions that improve the integration and understanding of the quality of the multiple data sources to support creative decisions onset or near it, and an enhanced post-production as well. The main results covered in this paper are: a public multisource production dataset made available for research purposes, monitoring and quality assurance of multicamera set-ups, multisource registration, anthropocentric visual analysis for semantic content annotation, acceleration of 3D reconstruction, and integrated 2D-3D web visualization tools.
Keywords :
Big Data; cameras; data analysis; humanities; image reconstruction; image registration; quality assurance; 3D reconstruction acceleration; Big media Data analysis; Big media Data processing; EU project IMPART; anthropocentric visual analysis; enhanced post-production; high-end film production; integrated 2D-3D Web visualization tools; multicamera set-ups; multiple cameras; multiple data source quality; multisource registration; public multisource production dataset; quality assurance; semantic content annotation; Calibration; Cameras; Data visualization; Films; Production; Semantics; Three-dimensional displays; Multi-modal data processing; big media data analysis; web 3D visualization;
Conference_Titel :
Multimedia & Expo Workshops (ICMEW), 2015 IEEE International Conference on
Conference_Location :
Turin
DOI :
10.1109/ICMEW.2015.7169822