MPEG-7 low level image descriptors for modeling users' web pages visual appeal opinion

Uribe Mayoral, Silvia and Alvarez Garcia, Federico and Menendez Garcia, Jose Manuel (2015). MPEG-7 low level image descriptors for modeling users' web pages visual appeal opinion. In: "IEEE 5th International Conference on Consumer Electronics - Berlin (ICCE-Berlin 2015)", 06/09/2015 - 09/09/2015, Berlin, Germany. pp. 76-81. https://doi.org/10.1109/ICCE-Berlin.2015.7391337.

Description

Title: MPEG-7 low level image descriptors for modeling users' web pages visual appeal opinion
Author/s:
  • Uribe Mayoral, Silvia
  • Alvarez Garcia, Federico
  • Menendez Garcia, Jose Manuel
Item Type: Presentation at Congress or Conference (Article)
Event Title: IEEE 5th International Conference on Consumer Electronics - Berlin (ICCE-Berlin 2015)
Event Dates: 06/09/2015 - 09/09/2015
Event Location: Berlin, Germany
Title of Book: IEEE 5th International Conference on Consumer Electronics - Berlin (ICCE-Berlin 2015)
Date: 2015
Subjects:
Faculty: E.T.S.I. Telecomunicación (UPM)
Department: Señales, Sistemas y Radiocomunicaciones
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

The study of the users' web pages first impression is an important factor for interface designers, due to its influence over the final opinion about a site. In this regard, the analysis of web aesthetics can be considered as an interesting tool for evaluating this early impression, and the use of low level image descriptors for modeling it in an objective way represents an innovative research field. According to this, in this paper we present a new model for website aesthetics evaluation and users' opinion prediction based on the use of some parameters derived from the MPEG-7 standard, which are related to three different dimensions of the image: texture, chrominance and luminance. The obtained results confirms the power of our solution, as well as the usefulness of the model for reducing costs during the design and implementation process of new websites by providing a rapid feedback about the interface visual appeal.

Funding Projects

TypeCodeAcronymLeaderTitle
Government of SpainTEC2012-38402-C04-01HORFIUnspecifiedUnspecified

More information

Item ID: 42122
DC Identifier: http://oa.upm.es/42122/
OAI Identifier: oai:oa.upm.es:42122
DOI: 10.1109/ICCE-Berlin.2015.7391337
Deposited by: Memoria Investigacion
Deposited on: 24 Jul 2016 09:27
Last Modified: 24 Jul 2016 09:27
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