Abstract
Most of the image analysis methods focus on affective information by using color. In this paper a new indexing scheme, called FRD (Fuzzy Recognize Degree)-Clustering is proposed for affection-assisted semantic image analysis on the basis of the texture feature. A set of perceptual relevant features, used for indexing is hence introduced: directionality, contrast and coarseness. This FRD scheme allows us to retrieve images based on high-level affective concepts. Experiments with images of the nature and landscape domain demonstrate the performance of the proposed approach.
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References
Battiato, S., Gallo, G., Nicotra, S.: Perceptive visual texture classification and retrieval. In: Ferretti, M., Albanesi, M.G. (eds.) Proceedings of the 12th International Conference on Image Analysis and Processing, Mantova, Italy, September 17-19, pp. 524–529 (2003)
Broek, E., Kisters, P.M.F., Vuurpijl, L.G.: Content-based image retrieval benchmarking: Utilizing texture categories and texture distributions. Journal of Imaging Science and Technology 49 (2005)
Rousson, M., Brox, T., Deriche, R.: Active unsupervised texture segmentation on a diffusion based feature space. In: Proceedings of the 2003 IEEE Conference on Computer Vision and Pattern Recognition, Madison, Wisconsin, vol. 2, pp. 699–704. IEEE Computer Society Press, Los Alamitos (2003)
Liu, Y., Zhang, D., Lu, G., Ma, W.-Y.: A survey of content-based image retrieval with high-level semantics. Pattern Recognition 40(1), 262–282 (2007)
Landy, M.S., Graham, N.: Visual perception of texture. Chalupa, L.M., Werner, J.S. (eds.), MIT Press, Cambridge, MA (Under review for publication) (2002)
Wang, J.Z., Li, J., Wiederhold, G.: SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture Libraries. IEEE TKDE 23(9), 947–963 (2001)
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Li, H., Li, J., Song, J., Chen, J. (2007). A Fuzzy Mapping from Image Texture to Affective Thesaurus. In: Li, K., Fei, M., Irwin, G.W., Ma, S. (eds) Bio-Inspired Computational Intelligence and Applications. LSMS 2007. Lecture Notes in Computer Science, vol 4688. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74769-7_39
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DOI: https://doi.org/10.1007/978-3-540-74769-7_39
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-74768-0
Online ISBN: 978-3-540-74769-7
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