Evaluating Lossiness and Fidelity in Visualization

Conference paper

Banissi, E and Brath, R (2015). Evaluating Lossiness and Fidelity in Visualization. Visualization and Data Analysis 2015. San Francisco, USA 08 - 12 Feb 2015 SPIE.
AuthorsBanissi, E and Brath, R
TypeConference paper
Abstract

We describe an approach to measure visualization fidelity for encoding of data to visual attributes based on the number of unique levels that can be perceived; and a summarization across multiple attributes to compare relative lossiness across visualization alternatives. These metrics can be assessed at design time in order to compare the lossiness of different visualizations to aid in the selection between design alternatives. Examples are provided showing the application of these metrics to two different visualization design scenarios. Limitations and dependencies are noted along with recommendations for other metrics that can be used in conjunction with fidelity and lossiness to gauge effectiveness at design-time. © (2015) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.

Year2015
PublisherSPIE
Web address (URL)http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=2110437
Accepted author manuscript
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File Access Level
Open
Publication dates
Print08 Feb 2015
Publication process dates
Deposited07 Mar 2018
Accepted08 Jan 2015
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https://openresearch.lsbu.ac.uk/item/87716

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SPIE_lossiness_f.pdf
License: CC BY 4.0
File access level: Open

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