| Paper Abstract and Keywords |
| Presentation |
2023-06-04 10:00
A Study on Accuracy Recognition of Images using Elimination of Specular Reflection Light
-- Trial of Restoration from Peripheral Pixel Information using Spatial Filtering --
Riko Abe, Yuya Dan (Matsuyama Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
As the performance of computer systems improves, image recognition technology expands its scope of application and is being implemented in society in a variety of fields. For example, it is one of the important applications to recognize the information about the product from the image of the product displayed in the retail store. However, when recognizing a product and extracting the necessary information, the specular reflection of light from the surface of the package caused by light sources such as ceiling lights acts as noise, reducing the accuracy of computer image recognition. Therefore, the specular reflection can be removed simply by applying a spatial filter to a single image, in order to improve the accuracy of image recognition. In the article, we describe the results of an experiment that improve the accuracy of image recognition. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
image recognition / accuracy improvement / specular reflection light / preprocessing / spatial filter / gamma correction / luminance / retail store |
| Reference Info. |
ITE Tech. Rep., vol. 47, pp. 43-46, June 2023. |
| Paper # |
|
| Date of Issue |
2023-05-27 (AIT) |
| ISSN |
Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
IIEEJ AIT |
| Conference Date |
2023-06-03 - 2023-06-04 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
TOKYO CITY UNIVERSITY |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
IIEEJ |
| Conference Code |
2023-06-IIEEJ-AIT |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Study on Accuracy Recognition of Images using Elimination of Specular Reflection Light |
| Sub Title (in English) |
Trial of Restoration from Peripheral Pixel Information using Spatial Filtering |
| Keyword(1) |
image recognition |
| Keyword(2) |
accuracy improvement |
| Keyword(3) |
specular reflection light |
| Keyword(4) |
preprocessing |
| Keyword(5) |
spatial filter |
| Keyword(6) |
gamma correction |
| Keyword(7) |
luminance |
| Keyword(8) |
retail store |
| 1st Author's Name |
Riko Abe |
| 1st Author's Affiliation |
Matsuyama University (Matsuyama Univ.) |
| 2nd Author's Name |
Yuya Dan |
| 2nd Author's Affiliation |
Matsuyama University (Matsuyama Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2023-06-04 10:00:00 |
| Presentation Time |
20 minutes |
| Registration for |
IIEEJ |
| Paper # |
AIT2023-135 |
| Volume (vol) |
vol.47 |
| Number (no) |
no.16 |
| Page |
pp.43-46 |
| #Pages |
4 |
| Date of Issue |
2023-05-27 (AIT) |