IMPART: BIG MEDIA DATA PROCESSING AND ANALYSIS FOR FILM PRODUCTION

被引:0
|
作者
Blat, Josep [1 ]
Evans, Alun [1 ]
Agenjo, Javi [1 ]
Kim, Hansung [2 ]
Imre, Evren [2 ]
Hilton, Adrian [2 ]
Tefas, Anastasios [3 ]
Nikolaidis, Nikos [3 ]
Pitas, Ioannis [3 ]
Polok, Lukas [4 ]
Smrz, Pavel [4 ]
Zemcik, Pavel [4 ]
机构
[1] Univ Pompeu Fabra, Barcelona, Spain
[2] Univ Surrey, Guildford GU2 5XH, Surrey, England
[3] Aristotle Univ Thessaloniki, Thessaloniki, Greece
[4] Brno Univ Technol, Brno, Czech Republic
关键词
Multi-modal data processing; big media data analysis; web 3D visualization; WORLD;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Big Data Analysis for Media Production
    Blat, Josep
    Evans, Alun
    Kim, Hansung
    Imre, Evren
    Polok, Lukas
    Ila, Viorela
    Nikolaidis, Nikos
    Zemcik, Pavel
    Tefas, Anastasios
    Smrz, Pavel
    Hilton, Adrian
    Pitas, Ioannis
    PROCEEDINGS OF THE IEEE, 2016, 104 (11) : 2085 - 2113
  • [2] Big Media Data Analysis
    Iosifidis, Alexandros
    Tefas, Anastasios
    Pitas, Icannis
    Gabbouj, Moncef
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2017, 59 : 105 - 108
  • [3] Analysis on the application method of new media technology in film and television media in the era of big data cloud
    Guo, Changjian
    APPLIED MATHEMATICS AND NONLINEAR SCIENCES, 2023, 8 (02) : 1335 - 1368
  • [4] Visualization in Media Big Data Analysis
    Qi, Yingjian
    Yu, Xinyan
    Shi, Guoliang
    Li, Ying
    2015 IEEE/ACIS 14TH INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE (ICIS), 2015, : 571 - 574
  • [5] Analysis of the application methods of film and television media and images in the era of big data cloud
    Zhang, Qing
    APPLIED MATHEMATICS AND NONLINEAR SCIENCES, 2023, 9 (01)
  • [6] Social Media Data Processing Infrastructure by Using Apache Spark Big Data Platform: Twitter Data Analysis
    Podhoranyi, Michal
    Vojacek, Lukas
    2019 4TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND INTERNET OF THINGS (CCIOT 2019), 2019, : 1 - 6
  • [7] Analysis and processing aspects of data in big data applications
    Rahul, Kumar
    Banyal, Rohitash Kumar
    Goswami, Puneet
    JOURNAL OF DISCRETE MATHEMATICAL SCIENCES & CRYPTOGRAPHY, 2020, 23 (02): : 385 - 393
  • [8] Big Data Analysis with Signal Processing on Graphs
    Sandryhaila, Aliaksei
    Moura, Jose M. F.
    IEEE SIGNAL PROCESSING MAGAZINE, 2014, 31 (05) : 80 - 90
  • [9] Analysis and mathematical modeling of big data processing
    Kairat Imanbayev
    Bakhtgerey Sinchev
    Saulet Sibanbayeva
    Axulu Mukhanova
    Assel Nurgulzhanovа
    Nurgali Zaurbekov
    Nurbike Zaurbekova
    Natalya V. Korolyova
    Lyazzat Baibolova
    Peer-to-Peer Networking and Applications, 2021, 14 : 2626 - 2634
  • [10] Rhipe Platform for Big Data Processing and Analysis
    Jung, Byung Ho
    Shin, Ji Eun
    Lim, Dong Hoon
    KOREAN JOURNAL OF APPLIED STATISTICS, 2014, 27 (07) : 1171 - 1185