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Scaling up video search
Roeland Ordelman
Nearly three-fourths of the world’s
mobile data traffic will be video by
2019
(Cisco Visual Networking Index: Global Mobil...
• Media (Beeld en Geluid, NPO, BBC, etc.)
• Media Monitoring (Lexis Nexis, Nielsen, etc.)
• Medisch (surgery logs)
• Foren...
2010
2011-2015
06/05/13
Baard
Visueelzoeken
06/05/13
06/05/13
5000 hrs
1998 2002 2008
20142010 2015-2020
DATA
BIG DATA?
not representative
representative
500 hrs
50 hrs
REKENKRACHT
VISUELE ANALYSE IS INTENSIEF
Feature extractie (SIFT) op 150.000 uur video:
22 jaar (single machine) + petabyt...
AD-HOC ZOEKVRAGEN
‘ON-THE-FLY’ MODEL TRAINING
On-the-fly process
“SCALABLE INFRASTRUCTURE FOR
QUERYING BIG VIDEO DATA”
High Performance Computing
& Video Analyze
“SCALABLE INFRASTRUCTURE FOR
QUERYING BIG VIDEO DATA”
High Performance Computing
& Video Analyze
Roeland Ordelman (Beeld & Geluid) @ CMC Media & Data
Roeland Ordelman (Beeld & Geluid) @ CMC Media & Data
Roeland Ordelman (Beeld & Geluid) @ CMC Media & Data
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Roeland Ordelman (Beeld & Geluid) @ CMC Media & Data

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De presentatie van Roeland Ordelman (Beeld & Geluid) tijdens het Cross Media Café over Media & Data op 21 april.

Veröffentlicht in: Technologie
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Roeland Ordelman (Beeld & Geluid) @ CMC Media & Data

  1. 1. Scaling up video search Roeland Ordelman
  2. 2. Nearly three-fourths of the world’s mobile data traffic will be video by 2019 (Cisco Visual Networking Index: Global Mobile Data Traffic Forecast Update, 2014–2019)
  3. 3. • Media (Beeld en Geluid, NPO, BBC, etc.) • Media Monitoring (Lexis Nexis, Nielsen, etc.) • Medisch (surgery logs) • Forensisch onderzoek • Surveillance • Onderzoek (biodiversiteit, astronomie) • Traffic & Transport
  4. 4. 2010
  5. 5. 2011-2015
  6. 6. 06/05/13 Baard Visueelzoeken
  7. 7. 06/05/13
  8. 8. 06/05/13
  9. 9. 5000 hrs 1998 2002 2008 20142010 2015-2020 DATA BIG DATA? not representative representative 500 hrs 50 hrs
  10. 10. REKENKRACHT VISUELE ANALYSE IS INTENSIEF Feature extractie (SIFT) op 150.000 uur video: 22 jaar (single machine) + petabytes voor opslag
  11. 11. AD-HOC ZOEKVRAGEN ‘ON-THE-FLY’ MODEL TRAINING
  12. 12. On-the-fly process
  13. 13. “SCALABLE INFRASTRUCTURE FOR QUERYING BIG VIDEO DATA” High Performance Computing & Video Analyze
  14. 14. “SCALABLE INFRASTRUCTURE FOR QUERYING BIG VIDEO DATA” High Performance Computing & Video Analyze

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