The analysis of colour appearance categories of landscape paintings for Malaysian users

Aniza Othman, Tengku Siti Meriam Tengku Wook, Shereena M. Arif

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In the world as we know it today, collections of landscape paintings are kept in digital libraries for better organization and management. Collection holders such as museums have been increasingly interested in making their collections available to people anytime and anywhere for any Image Retrieval (IR) activities which include browsing and searching. Paintings retrieved by users are accomplished according to their specifications which could be based upon so many concepts. Colour appearance is one of the concepts based on the intensity of colours in image content. In this paper, we investigate the colour appearance categories for whole scene landscape paintings based on human colour perception for Malaysian users. Our first objective is to validate a set of ground-truth images of landscape paintings for six categories of colour appearances determined from previous works using the triangulation technique and secondly is to identify the most commonly used words to describe six categories of colour appearance of landscape paintings. The method used in this work is quantitative survey using purposive sampling which includes two colour blinded (CB) participants. The experimental results show that there is not much of a difference on the triangulations survey; however the results from this work could be more reliable because of the sampling. Six most common words used to describe six categories of colour appearance of landscape paintings for Malaysian users have also been identified. This finding is important for our next research work which focuses on the features of colour appearance categories and classifier for IR application.

Original languageEnglish
Title of host publicationProceedings of the 2017 6th International Conference on Electrical Engineering and Informatics
Subtitle of host publicationSustainable Society Through Digital Innovation, ICEEI 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1-6
Number of pages6
Volume2017-November
ISBN (Electronic)9781538604755
DOIs
Publication statusPublished - 9 Mar 2018
Event6th International Conference on Electrical Engineering and Informatics, ICEEI 2017 - Langkawi, Malaysia
Duration: 25 Nov 201727 Nov 2017

Other

Other6th International Conference on Electrical Engineering and Informatics, ICEEI 2017
CountryMalaysia
CityLangkawi
Period25/11/1727/11/17

Fingerprint

Paintings
Painting
Color
Image retrieval
Image Retrieval
Triangulation
Color Perception
Digital Libraries
Museums
Sampling
Digital libraries
Browsing
Classifiers
Classifier
Specification
Specifications

Keywords

  • classifier
  • Image categorization
  • image retrieval
  • intensity similarity
  • word descriptions

ASJC Scopus subject areas

  • Artificial Intelligence
  • Control and Optimization
  • Computer Networks and Communications
  • Computer Vision and Pattern Recognition
  • Information Systems
  • Software
  • Electrical and Electronic Engineering
  • Health Informatics

Cite this

Othman, A., Tengku Wook, T. S. M., & Arif, S. M. (2018). The analysis of colour appearance categories of landscape paintings for Malaysian users. In Proceedings of the 2017 6th International Conference on Electrical Engineering and Informatics: Sustainable Society Through Digital Innovation, ICEEI 2017 (Vol. 2017-November, pp. 1-6). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICEEI.2017.8312397

The analysis of colour appearance categories of landscape paintings for Malaysian users. / Othman, Aniza; Tengku Wook, Tengku Siti Meriam; Arif, Shereena M.

Proceedings of the 2017 6th International Conference on Electrical Engineering and Informatics: Sustainable Society Through Digital Innovation, ICEEI 2017. Vol. 2017-November Institute of Electrical and Electronics Engineers Inc., 2018. p. 1-6.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Othman, A, Tengku Wook, TSM & Arif, SM 2018, The analysis of colour appearance categories of landscape paintings for Malaysian users. in Proceedings of the 2017 6th International Conference on Electrical Engineering and Informatics: Sustainable Society Through Digital Innovation, ICEEI 2017. vol. 2017-November, Institute of Electrical and Electronics Engineers Inc., pp. 1-6, 6th International Conference on Electrical Engineering and Informatics, ICEEI 2017, Langkawi, Malaysia, 25/11/17. https://doi.org/10.1109/ICEEI.2017.8312397
Othman A, Tengku Wook TSM, Arif SM. The analysis of colour appearance categories of landscape paintings for Malaysian users. In Proceedings of the 2017 6th International Conference on Electrical Engineering and Informatics: Sustainable Society Through Digital Innovation, ICEEI 2017. Vol. 2017-November. Institute of Electrical and Electronics Engineers Inc. 2018. p. 1-6 https://doi.org/10.1109/ICEEI.2017.8312397
Othman, Aniza ; Tengku Wook, Tengku Siti Meriam ; Arif, Shereena M. / The analysis of colour appearance categories of landscape paintings for Malaysian users. Proceedings of the 2017 6th International Conference on Electrical Engineering and Informatics: Sustainable Society Through Digital Innovation, ICEEI 2017. Vol. 2017-November Institute of Electrical and Electronics Engineers Inc., 2018. pp. 1-6
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