| Paper Abstract and Keywords |
| Presentation |
2023-09-15 11:45
Pseudo-dToF using deep learning with time-compressive computational CMOS image sensor
Michitaka Yoshida (JSPS), Pham Ngoc Anh, Lioe De Xing, Keita Yasutomi, Shoji Kawahito, Keiichiro Kagawa (Shizuoka Univ.), Hajime Nagahara (Osaka Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Depth imaging by the indirect ToF method has a problem in whitch measurement errors occur due to multiple reflections from transparent objects or among objects. In this study, we use an image sensor for the indirect ToF method to capture the scene response by time-compressed sensing and reconstruct the scene response using a deep learning-based method. This method reduces the influence of multiple reflections like the direct ToF method, and the use of image sensors for the indirect ToF method makes it easy to increase the pixel count at a low cost. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Time of Flight / Compressive sensing / Deep learning / / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 47, no. 27, IST2023-37, pp. 9-12, Sept. 2023. |
| Paper # |
IST2023-37 |
| Date of Issue |
2023-09-08 (IST) |
| ISSN |
Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
IST |
| Conference Date |
2023-09-15 - 2023-09-15 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
IST |
| Conference Code |
2023-09-IST |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Pseudo-dToF using deep learning with time-compressive computational CMOS image sensor |
| Sub Title (in English) |
|
| Keyword(1) |
Time of Flight |
| Keyword(2) |
Compressive sensing |
| Keyword(3) |
Deep learning |
| Keyword(4) |
|
| Keyword(5) |
|
| Keyword(6) |
|
| Keyword(7) |
|
| Keyword(8) |
|
| 1st Author's Name |
Michitaka Yoshida |
| 1st Author's Affiliation |
Japan Society for the Promotion of Science (JSPS) |
| 2nd Author's Name |
Pham Ngoc Anh |
| 2nd Author's Affiliation |
Shizuoka University (Shizuoka Univ.) |
| 3rd Author's Name |
Lioe De Xing |
| 3rd Author's Affiliation |
Shizuoka University (Shizuoka Univ.) |
| 4th Author's Name |
Keita Yasutomi |
| 4th Author's Affiliation |
Shizuoka University (Shizuoka Univ.) |
| 5th Author's Name |
Shoji Kawahito |
| 5th Author's Affiliation |
Shizuoka University (Shizuoka Univ.) |
| 6th Author's Name |
Keiichiro Kagawa |
| 6th Author's Affiliation |
Shizuoka University (Shizuoka Univ.) |
| 7th Author's Name |
Hajime Nagahara |
| 7th Author's Affiliation |
Osaka University (Osaka Univ.) |
| 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 |
2023-09-15 11:45:00 |
| Presentation Time |
20 minutes |
| Registration for |
IST |
| Paper # |
IST2023-37 |
| Volume (vol) |
vol.47 |
| Number (no) |
no.27 |
| Page |
pp.9-12 |
| #Pages |
4 |
| Date of Issue |
2023-09-08 (IST) |