Content-based image retrieval system (CBIR System)
We witnessed the important role of images as the information keeper and communications giver in life. As image technology evolved, image database have become very popular and been used in various applications. This requires effective and efficient image retrieval systems to access the image da...
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| Main Authors: | , , |
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| Format: | Final Year Project Report / IMRAD |
| Language: | en en |
| Published: |
Universiti Malaysia Sarawak, (UNIMAS)
2004
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| Subjects: | |
| Online Access: | http://ir.unimas.my/id/eprint/49709/1/Cathy%2024%20pgs.pdf http://ir.unimas.my/id/eprint/49709/2/Cathy%20ft.pdf http://ir.unimas.my/id/eprint/49709/ |
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| Summary: | We witnessed the important role of images as the information keeper and communications
giver in life. As image technology evolved, image database have become very popular and
been used in various applications. This requires effective and efficient image retrieval systems
to access the image database based on the images' feature such as shape, texture and color.
The Content-based Image Retrieval system (CBIR) can use many more features and it is the
key solution in utilizing information from image database. This project aims to develop a
working prototype system, which includes image manipulation functions where color-based
image retrieval will be used. It is clarified that there are four important issues to achieve this
color-based image retrieval project which led to results of retrieving perceptually similar
images: [a] what color-space used to describe, analyze and compare image; [b] how to
represent the image descriptions in an image database; [c] what approach been used in
measuring the image similarity based on color-feature and [d] what access method used to
index the color features. For further works, this project can be enhanced and extended to more
advance content-based image retrieval system and applications |
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