loading
Papers

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Hasitha Bimsara Ariyaratne and Koichi Harada

Affiliation: Hiroshima University, Japan

ISBN: 978-989-674-028-3

Keyword(s): Content Based Image Retrieval, Dominant Colours, Text Index, Spatial Relationships.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Feature Extraction ; Features Extraction ; Image and Video Analysis ; Image Formation and Preprocessing ; Informatics in Control, Automation and Robotics ; Segmentation and Grouping ; Signal Processing, Sensors, Systems Modeling and Control ; Spatial Color Indexing

Abstract: Content Based Image Retrieval (CBIR) is a quickly evolving area in computer vision and image processing due to the ever increasing number of digital images. Therefore efficient indexing is a vital part in image retrieval systems. Since the ultimate goal of any CBIR system is to simulate the Human visual system (HVS), applying some of the fundamental concepts used in HVS for identifying images such as colour, position size and shape could greatly help enhance the accuracy. Therefore, this research proposes a simple yet effective text based indexing scheme that relies on spatial relationships among dominant colours of image segments. A new connected component labelling approach along with an efficient graph based image segmentation algorithm is used for segment identification. The indexing scheme is capable of identifying both complete and partial image matches. Experiments carried out using different sets of images have yielded promising results, validating the concept’s viability for Content Based Image Retrieval. (More)

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 34.204.173.45

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Bimsara Ariyaratne H.; Harada K. and (2010). CONTENT BASED IMAGE RETRIEVAL USING SPATIAL RELATIONSHIPS BETWEEN DOMINANT COLOURS OF IMAGE SEGMENTS.In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2010) ISBN 978-989-674-028-3, pages 184-189. DOI: 10.5220/0002842401840189

@conference{visapp10,
author={Hasitha {Bimsara Ariyaratne} and Koichi Harada},
title={CONTENT BASED IMAGE RETRIEVAL USING SPATIAL RELATIONSHIPS BETWEEN DOMINANT COLOURS OF IMAGE SEGMENTS},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2010)},
year={2010},
pages={184-189},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002842401840189},
isbn={978-989-674-028-3},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2010)
TI - CONTENT BASED IMAGE RETRIEVAL USING SPATIAL RELATIONSHIPS BETWEEN DOMINANT COLOURS OF IMAGE SEGMENTS
SN - 978-989-674-028-3
AU - Bimsara Ariyaratne, H.
AU - Harada, K.
PY - 2010
SP - 184
EP - 189
DO - 10.5220/0002842401840189

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.