Interactive Big Data Visualization Using Novel Multi-Resolution Representations, Markus Hadwiger

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Description

The amount of measured and simulated data is increasing at an extreme pace, which significantly challenges our capabilities to explore and analyze these ‘big data’ and obtain actual insight. Interactive visualization is a crucial enabling technology to help tackle these challenges. In this talk, I will first give an overview of some of our research in this area. I will put our work into the context of the following four subareas: (1) novel visualization systems, (2) novel visual workflows, (3) novel data representations, and (4) novel data structures. The main part of the talk will then focus on our research on novel multi-resolution representations for large image and volume data. Our goal is to come up with image and volume representations (and data structures) that support more accurate and scalable rendering and processing in an 'output-sensitive' or 'display-aware' manner than standard multi-scale representations.
Period14 May 2014
Event typeGuest talk
LocationAustriaShow on map

Fields of science

  • 102008 Computer graphics
  • 102 Computer Sciences
  • 102020 Medical informatics
  • 103021 Optics
  • 102015 Information systems
  • 102003 Image processing

JKU Focus areas

  • Engineering and Natural Sciences (in general)