Paper Abstract and Keywords |
Presentation |
2022-03-08 13:50
A Study on Video Refocusing Using Deblur GAN and DeepLens Kota Higuchi, Tomokazu Ishikawa (Toyo Univ.) |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The purpose of this research is to process blur with an appropriate depth of field for "out of focus" videos where the desired location is not in focus. The video is exported as a sequential image, and Deblur GAN is used to remove blur from the out-of-focus image, then DeepLens is used to set the appropriate depth of field and blur the appropriate areas, and finally the video is exported. This research allows us to restore failed videos using machine learning without the need for large equipment or additional purchases. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
GAN / refocus / / / / / / |
Reference Info. |
ITE Tech. Rep., vol. 46, pp. 387-388, March 2022. |
Paper # |
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Date of Issue |
2022-03-01 (AIT) |
ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
Download PDF |
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Conference Information |
Committee |
AIT IIEEJ AS CG-ARTS |
Conference Date |
2022-03-08 - 2022-03-08 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Expressive Japan 2022 |
Paper Information |
Registration To |
IIEEJ |
Conference Code |
2022-03-AIT-IIEEJ-AS-ARTS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study on Video Refocusing Using Deblur GAN and DeepLens |
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GAN |
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refocus |
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1st Author's Name |
Kota Higuchi |
1st Author's Affiliation |
Toyo University (Toyo Univ.) |
2nd Author's Name |
Tomokazu Ishikawa |
2nd Author's Affiliation |
Toyo University (Toyo Univ.) |
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Speaker |
Author-2 |
Date Time |
2022-03-08 13:50:00 |
Presentation Time |
90 minutes |
Registration for |
IIEEJ |
Paper # |
AIT2022-144 |
Volume (vol) |
vol.46 |
Number (no) |
no.10 |
Page |
pp.387-388 |
#Pages |
2 |
Date of Issue |
2022-03-01 (AIT) |