Impression Generation of Indonesian Cultural Paintings for Mobile Application with Culture Dependent Color-Impression Metric Creation Contents
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,Â cultural computing, mobile application.
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.
The copyright to this article is transferred to Politeknik Elektronika Negeri Surabaya(PENS) if and when the article is accepted for publication. The undersigned hereby transfers any and all rights in and to the paper including without limitation all copyrights to PENS. The undersigned hereby represents and warrants that the paper is original and that he/she is the author of the paper, except for material that is clearly identified as to its original source, with permission notices from the copyright owners where required. The undersigned represents that he/she has the power and authority to make and execute this assignment. The copyright transfer form can be downloaded here .
The corresponding author signs for and accepts responsibility for releasing this material on behalf of any and all co-authors. This agreement is to be signed by at least one of the authors who have obtained the assent of the co-author(s) where applicable. After submission of this agreement signed by the corresponding author, changes of authorship or in the order of the authors listed will not be accepted.
Retained Rights/Terms and Conditions
- Authors retain all proprietary rights in any process, procedure, or article of manufacture described in the Work.
- Authors may reproduce or authorize others to reproduce the work or derivative works for the author’s personal use or company use, provided that the source and the copyright notice of Politeknik Elektronika Negeri Surabaya (PENS) publisher are indicated.
- Authors are allowed to use and reuse their articles under the same CC-BY-NC-SA license as third parties.
- Third-parties are allowed to share and adapt the publication work for all non-commercial purposes and if they remix, transform, or build upon the material, they must distribute under the same license as the original.
To avoid plagiarism activities, the manuscript will be checked twice by the Editorial Board of the EMITTER International Journal of Engineering Technology (EMITTER Journal) using iThenticate Plagiarism Checker and the CrossCheck plagiarism screening service. The similarity score of a manuscript has should be less than 25%. The manuscript that plagiarizes another author’s work or author's own will be rejected by EMITTER Journal.
Authors are expected to comply with EMITTER Journal's plagiarism rules by downloading and signing the plagiarism declaration form here and resubmitting the form, along with the copyright transfer form via online submission.