Paper Abstract and Keywords |
Presentation |
2016-02-20 14:25
A robust image retrieval method using the trace transform for JPEG 2000 Images Masafumi Shimoyama, Sayaka Shiota, Hitoshi Kiya (Tokyo Metro. Univ.) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we propose an image retrieval method using signs of discrete wavelet transform (DWT) coefficients for JPEG 2000 images. For JPEG 2000 images, a number of image estimation methods using the number of zero bit-planes, extracted from the header information have been studied so far, and they have been applied to the calculation of the similarity between images. However, the estimation methods limited to the absolute values of DWT coefficients. The purpose of this article is to robustly estimate image features, and to apply it to image retrieval for JPEG2000 images. The proposed method uses only signs of low-band DWT coefficients to achieve robust image retrieval against the difference of compression levels. A number of simulations are provided to confirm the effectiveness of the proposed method. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
JPEG2000 / Discrete Wavelet Transform(DWT) / Trace transform / Image retrieval / Support Vector Machine / / / |
Reference Info. |
ITE Tech. Rep., vol. 40, no. 5, ME2016-23, pp. 85-88, Feb. 2016. |
Paper # |
ME2016-23 |
Date of Issue |
2016-02-13 (ME) |
ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
Notes on Review |
This article is a technical report without peer review, and its polished version will be published elsewhere. |
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Conference Information |
Committee |
ME |
Conference Date |
2016-02-20 - 2016-02-20 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kanto Gakuin Univ. |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
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Paper Information |
Registration To |
ME |
Conference Code |
2016-02-ME |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A robust image retrieval method using the trace transform for JPEG 2000 Images |
Sub Title (in English) |
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Keyword(1) |
JPEG2000 |
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Discrete Wavelet Transform(DWT) |
Keyword(3) |
Trace transform |
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Image retrieval |
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Support Vector Machine |
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1st Author's Name |
Masafumi Shimoyama |
1st Author's Affiliation |
Tokyo Metropolitan University (Tokyo Metro. Univ.) |
2nd Author's Name |
Sayaka Shiota |
2nd Author's Affiliation |
Tokyo Metropolitan University (Tokyo Metro. Univ.) |
3rd Author's Name |
Hitoshi Kiya |
3rd Author's Affiliation |
Tokyo Metropolitan University (Tokyo Metro. Univ.) |
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Speaker |
Author-1 |
Date Time |
2016-02-20 14:25:00 |
Presentation Time |
15 minutes |
Registration for |
ME |
Paper # |
ME2016-23 |
Volume (vol) |
vol.40 |
Number (no) |
no.5 |
Page |
pp.85-88 |
#Pages |
4 |
Date of Issue |
2016-02-13 (ME) |