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IMCSIT
2010

Emotion-based Image Retrieval - an Artificial Neural Network Approach

9 years 1 months ago
Emotion-based Image Retrieval - an Artificial Neural Network Approach
Human emotions can provide an essential clue in searching images in an image database. The paper presents our approach to content based image retrieval systems which takes into account its emotional content. The goal of the research presented in this paper is to examine possibilities of use of an artificial neural network for labeling images with emotional keywords based on visual features only and examine an influence of used emotion filter on process of similar images retrieval. The performed experiments have shown that use of the emotion filter increases performance of the system for around 10 percent. points
Katarzyna Agnieszka Olkiewicz, Urszula Markowska-K
Added 13 Feb 2011
Updated 13 Feb 2011
Type Journal
Year 2010
Where IMCSIT
Authors Katarzyna Agnieszka Olkiewicz, Urszula Markowska-Kaczmar
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