| Paper Abstract and Keywords |
| Presentation |
2022-10-17 15:40
Blurring correction using super-resolution on convolutional neural Network for aerial image with dihedral corner reflector array
Takumi Nagao, Daisuke Miyazaki (Osaka Metropolitan Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Aerial images with dihedral corner reflector array have the advantages that they do not have image aberration and restriction on image focus location, but have the disadvantage that they have image degradation due to diffraction limit. To solve this problem, a method to generate pre-corrected images by using super-resolution convolutional neural network, into which the degradation process based on point spread function is introduced, is proposed. Thereby, the processed image can correct the blur of its aerial image. The improvement of resolution in aerial images is evaluated by projecting the pre-corrected images by the proposed method and the conventional Wiener filtering method in the air. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Dihedral corner reflector array / aerial image / blur compensation / Convolutional neural network / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 46, no. 31, 3DMT2022-47, pp. 29-32, Oct. 2022. |
| Paper # |
3DMT2022-47 |
| Date of Issue |
2022-10-10 (3DMT) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
3DMT |
| Conference Date |
2022-10-17 - 2022-10-18 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
|
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
3DMT |
| Conference Code |
2022-10-3DMT |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Blurring correction using super-resolution on convolutional neural Network for aerial image with dihedral corner reflector array |
| Sub Title (in English) |
|
| Keyword(1) |
Dihedral corner reflector array |
| Keyword(2) |
aerial image |
| Keyword(3) |
blur compensation |
| Keyword(4) |
Convolutional neural network |
| Keyword(5) |
|
| Keyword(6) |
|
| Keyword(7) |
|
| Keyword(8) |
|
| 1st Author's Name |
Takumi Nagao |
| 1st Author's Affiliation |
Osaka Metropolitan University (Osaka Metropolitan Univ.) |
| 2nd Author's Name |
Daisuke Miyazaki |
| 2nd Author's Affiliation |
Osaka Metropolitan University (Osaka Metropolitan Univ.) |
| 3rd Author's Name |
|
| 3rd Author's Affiliation |
() |
| 4th Author's Name |
|
| 4th Author's Affiliation |
() |
| 5th Author's Name |
|
| 5th Author's Affiliation |
() |
| 6th Author's Name |
|
| 6th Author's Affiliation |
() |
| 7th Author's Name |
|
| 7th Author's Affiliation |
() |
| 8th Author's Name |
|
| 8th Author's Affiliation |
() |
| 9th Author's Name |
|
| 9th Author's Affiliation |
() |
| 10th Author's Name |
|
| 10th Author's Affiliation |
() |
| 11th Author's Name |
|
| 11th Author's Affiliation |
() |
| 12th Author's Name |
|
| 12th Author's Affiliation |
() |
| 13th Author's Name |
|
| 13th Author's Affiliation |
() |
| 14th Author's Name |
|
| 14th Author's Affiliation |
() |
| 15th Author's Name |
|
| 15th Author's Affiliation |
() |
| 16th Author's Name |
|
| 16th Author's Affiliation |
() |
| 17th Author's Name |
|
| 17th Author's Affiliation |
() |
| 18th Author's Name |
|
| 18th Author's Affiliation |
() |
| 19th Author's Name |
|
| 19th Author's Affiliation |
() |
| 20th Author's Name |
|
| 20th Author's Affiliation |
() |
| Speaker |
Author-1 |
| Date Time |
2022-10-17 15:40:00 |
| Presentation Time |
15 minutes |
| Registration for |
3DMT |
| Paper # |
3DMT2022-47 |
| Volume (vol) |
vol.46 |
| Number (no) |
no.31 |
| Page |
pp.29-32 |
| #Pages |
4 |
| Date of Issue |
2022-10-10 (3DMT) |