Impression Generation of Indonesian Cultural Paintings for Mobile Application with Culture Dependent Color-Impression Metric Creation Contents
Abstract
Painting is one of complex image reflecting observations and feelings of the artist to the environment. This condition extends the need of painting impression generation system since common people with lack of art experience would have difficulties to interpret the painting. From this point of view we presents a new model to provide representative impressions of paintings by providing a color-impression metric taken from public survey and implement it for mobile application. The new model provides analytical functions to generate the representative impression of the image query. The functions consist of two main section: (1) The cultural-dependent color-impression metric creation which consist of conducting survey, applying normalized 3D color vector quantization to image dataset, generating image-impression metric, and generating color- impression metric; and (2) Impression generation of image query which consist of applying normalized 3D color vector quantization to image query and measuring the similarity between image query andcolor-impression metric. To perform our proposed impression generation system, we examine our system with Indonesian cultural image dataset and 5 different mobile devices. Our proposed system performs main color impression precision result with average precision of more than 60%. Brightness intensity and zooming affects the retrieved impressions. Rotating captures of an image generate the same retrieved impressions. The system also performs average response time vary in range 41263 to 117434 milliseconds from all devices.
Keywords: impression generation system, color based impression, cultural computing, mobile application.
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References
Ali Ridho Barakbah, Yasushi Kiyoki, 3D-Color Vector Quantization for Image Retrieval System, International Database Forum (iDB) 2008, Izaka, Japan, 2008.
Kazuhiko Shiranita, Kenichiro Hayashi, Akifumi Otsubo, An Impression-word-giving System for Images Based on Colors, http://www.idemployee.id.tue.nl/g.w.m.rauterberg/conferences/CD_d oNotOpen/ADC/final_paper/056.pdf (The journal was accessed on August 2, 2013).
Totok Suhardijanto, Kiyoki Yasushi, Ali Ridho Barakbah, A Culture- Dependent Metadata Creation Method for Color-based Impression Extraction with Cultural Color Spaces, International Journal of Information Modelling and Knowledge Bases, Vol. XXII, IOS PRESS, March, 2011.
S.Sasaki, Y.Itabashi, Y. Kiyoki, X. Chen, An Image-Query Creation Method for Representing Impression by Color-based Combination of Multiple Images, Information Modeling and Knowledge Bases, Vol. XX, pp. 105-112, 2009.
K. G. D. Tharangie, K. G. K. Kumara, I. Jayasinghe, C. A. Marasinghe, Koichi Yamada,Kansei Color Associations for an Interactive LearningEnvironment for Children, http://kjs.nagaokaut.ac.jp/yamada/papers/TH-B2-4.pdf(The journal was accessed on September 2, 2013)
Syamsiar Ferdiansyah, Ali Ridho Barakbah, Nana Ramadijanti, Impression Based Batik Decoration with Culture-dependent Color Impression, D4 Program, Electronic Engineering Polytechnic Institute of Surabaya, 2012.
Kohei Arai and Ali Ridho Barakbah, Hierarchical K-means: An Algorithm for Centroid Initialization for K-means, Reports of the Faculty of Science and Engineering, Saga University, Vol. 36, No.1, 2007.
Gang Qian, Sural, S., Pramanik, S., A Comparative Analysis of Two Distance Measures in Color Image Databases, Proc. International Conference on Image Processing, Vol.1, pp.I-401 - I-404, 2002.
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