| Paper Abstract and Keywords |
| Presentation |
2024-03-19 13:10
A Study on Image Selection for Graduation Albums Based on a Large-scale Pre-trained Model and Face Detection
Hiraku Matsuda, Yuta Muraki (OIT), Kazuyuki Fukuda, Kentaro Wada (DAICOLO CO.,LTD.), Mutsuo Sano (OIT) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
When creating a graduation album, there is the task of selecting images to be placed in the layout from among many images. At present, this task is not automated, and there is a need for a system that performs the selection automatically to improve the efficiency of the process. In this study, we propose an image selection system based on face orientation and subject attributes using a large-scale pre-trained model and face detection. The proposed system is capable of selecting images based on detailed selection criteria inputted by the user. As an experiment, we selected images of students as subjects. As a result, we confirmed that the proposed system can select images based on the attributes of the subject. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Image Selection / Face Detection / Facial Expression Recognition / Head Pose Estimation / Large-scale Pre-trained Model / / / |
| Reference Info. |
ITE Tech. Rep., vol. 48, no. 13, HI2024-21, pp. 35-38, March 2024. |
| Paper # |
HI2024-21 |
| Date of Issue |
2024-03-12 (HI) |
| ISSN |
Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
HI |
| Conference Date |
2024-03-19 - 2024-03-19 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
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| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
HI |
| Conference Code |
2024-03-HI |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Study on Image Selection for Graduation Albums Based on a Large-scale Pre-trained Model and Face Detection |
| Sub Title (in English) |
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| Keyword(1) |
Image Selection |
| Keyword(2) |
Face Detection |
| Keyword(3) |
Facial Expression Recognition |
| Keyword(4) |
Head Pose Estimation |
| Keyword(5) |
Large-scale Pre-trained Model |
| Keyword(6) |
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| Keyword(7) |
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| 1st Author's Name |
Hiraku Matsuda |
| 1st Author's Affiliation |
Osaka Institute of Technology (OIT) |
| 2nd Author's Name |
Yuta Muraki |
| 2nd Author's Affiliation |
Osaka Institute of Technology (OIT) |
| 3rd Author's Name |
Kazuyuki Fukuda |
| 3rd Author's Affiliation |
DAICOLO CO.,LTD. (DAICOLO CO.,LTD.) |
| 4th Author's Name |
Kentaro Wada |
| 4th Author's Affiliation |
DAICOLO CO.,LTD. (DAICOLO CO.,LTD.) |
| 5th Author's Name |
Mutsuo Sano |
| 5th Author's Affiliation |
Osaka Institute of Technology (OIT) |
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| Speaker |
Author-1 |
| Date Time |
2024-03-19 13:10:00 |
| Presentation Time |
20 minutes |
| Registration for |
HI |
| Paper # |
HI2024-21 |
| Volume (vol) |
vol.48 |
| Number (no) |
no.13 |
| Page |
pp.35-38 |
| #Pages |
4 |
| Date of Issue |
2024-03-12 (HI) |