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Content Provider | IEEE Xplore Digital Library |
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Author | Plant, W. Schaefer, G. |
Copyright Year | 2010 |
Description | Author affiliation: School of Engineering and Applied Science, Aston University, U.K. (Plant, W.) || Department of Computer Science, Loughborough University, U.K. (Schaefer, G.) |
Abstract | Efficient and effective approaches of dealing with the vast amount of visual information available nowadays are highly sought after. This is particularly the case for image collections, both personal and commercial. Due to the magnitude of these ever expanding image repositories, annotation of all images images is infeasible, and search in such an image collection therefore becomes inherently difficult. Although content-based image retrieval techniques have shown much potential, such approaches also suffer from various problems making it difficult to adopt them in practice. In this paper, we follow a different approach, namely that of browsing image databases for image retrieval. In our Honeycomb Image Browser, large image databases are visualised on a hexagonal lattice with image thumbnails occupying hexagons. Arranged in a space filling manner, visually similar images are located close together enabling large image datasets to be navigated in a hierarchical manner. Various browsing tools are incorporated to allow for interactive exploration of the database. Experimental results confirm that our approach affords efficient image retrieval. |
Starting Page | 3161 |
Ending Page | 3164 |
File Size | 1310394 |
Page Count | 4 |
File Format | |
ISBN | 9781424479924 |
ISSN | 15224880 |
e-ISBN | 9781424479948 |
e-ISBN | 9781424479931 |
DOI | 10.1109/ICIP.2010.5648905 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2010-09-26 |
Publisher Place | Hong Kong |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Image retrieval Browsers Image color analysis Navigation Data visualization Visualization image database browsing Image databases content-based image retrieval |
Content Type | Text |
Resource Type | Article |
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