Fuzzy Similarity-Based Emotional Classification of Color Images

This paper proposes a novel scheme for evaluating an emotional response to color images. The proposed scheme uses case-based reasoning in which the prototypical color images for each emotion are stored as cases and are compared with the images to be evaluated. In the comparison, the similarities in...

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Bibliographic Details
Published in:	IEEE transactions on multimedia Vol. 13; no. 5; pp. 1031 - 1039
Main Authors:	Lee, Joonwhoan, Park, EunJong
Format:	Journal Article
Language:	English
Published:	New York, NY IEEE 01.10.2011 Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Analogies Applied sciences Approximation methods Artificial intelligence Case-based reasoning Classification Color Computer science; control theory; systems emotional evaluation of color images Emotions Exact sciences and technology Fuzzy fuzzy similarity relation Human subjects Image color analysis inter-and intra-similarities Mathematical analysis MPEG-7 visual descriptors Pattern recognition. Digital image processing. Computational geometry rough approximation Studies Texture Training Transform coding Visualization Weight measurement Computer vision Similarity Image processing Case-based reasoning fuzzy similarity relation Emotion emotionality Case based reasoning Texture Color image emotional evaluation of color images Case study Fuzzy logic Rough set theory Multidimensional analysis rough approximation MPEG-7 visual descriptors Metric inter-and intra-similarities Image classification
ISSN:	1520-9210, 1941-0077
Online Access:	Get full text
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