GPU-accelerated attention map generation for dynamic 3D scenes

Measuring visual attention has become an important tool during product development. Attention maps are important qualitative visualizations to communicate results within the team and to stakeholders. We have developed a GPU-accelerated approach which allows for real-time generation of attention maps...

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Vydané v:Proceedings of the IEEE Virtual Reality Annual International Symposium s. 257 - 258
Hlavní autori: Pfeiffer, Thies, Memili, Cem
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 01.03.2015
Predmet:
and texture
Data visualization
Heating
I.3.3 [Computer Graphics]: Picture/Image Generation - Display algorithms
I.3.7 [Computer Graphics]: Three-Dimensional Graphics and Realism - Color
I.3.7 [Computer Graphics]: Three-Dimensional Graphics and Realism - Virtual reality
Real-time systems
Rendering (computer graphics)
shading
shadowing
Solid modeling
Three-dimensional displays
Visualization
ISSN:1087-8270
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Popis
Shrnutí:Measuring visual attention has become an important tool during product development. Attention maps are important qualitative visualizations to communicate results within the team and to stakeholders. We have developed a GPU-accelerated approach which allows for real-time generation of attention maps for 3D models that can, e.g., be used for on-the-fly visualizations of visual attention distributions and for the generation of heat-map textures for offline high-quality renderings. The presented approach is unique in that it works with monocular and binocular data, respects the depth of focus, can handle moving objects and is ready to be used for selective rendering.
ISSN:1087-8270
DOI:10.1109/VR.2015.7223393