| Presentation | 2023-01-22 Hand Image Restoration Using a Diminished Reality Technique for Hand Tracking Domu Kawakami, Kazuaki Tanaka, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Machine learning techniques have enabled highly accurate posture estimation from camera images. However, if the body is hidden by an object, the accuracy of the estimation is greatly reduced. In particular, hand posture estimation during work is frequently affected by the occlusion of the hand by an object. Therefore, we thought that existing posture estimation models could be used as they are if we could generate an image of the hand that is not hidden by an object by eliminating the object that hides the hand using diminished reality technology. Toward this goal, we construct a machine learning model that reconstructs the hand image by eliminating objects. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Handtracking / Diminished reality / Image restoration |
| Paper # | HCS2022-65 |
| Date of Issue | 2023-01-14 (HCS) |
| Conference Information | |
| Committee | HCS |
|---|---|
| Conference Date | 2023/1/21(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyoto Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Physical Communication, etc. |
| Chair | Tomoko Kanda(Osaka Inst. of Tech.) |
| Vice Chair | Yugo Hayashi(Ritsumeikan Univ.) / Masashi Komori(Osaka Electro-Comm. Univ.) |
| Secretary | Yugo Hayashi(Nihon Univ.) / Masashi Komori(Kanagawa Univ.) |
| Assistant | HUANG HUNGHSUAN(Univ. of Fukuchiyama) / Jun Ichikawa(Shizuoka Univ.) / Kazuki Takashima(Tohoku Univ.) / Hiroto Saito(Tokyo Denki Univ.) / Ryo Ishii(NTT) / Yoshimasa Ohmoto(Shizuoka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Human Communication Science |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Hand Image Restoration Using a Diminished Reality Technique for Hand Tracking |
| Sub Title (in English) | |
| Keyword(1) | Handtracking |
| Keyword(2) | Diminished reality |
| Keyword(3) | Image restoration |
| 1st Author's Name | Domu Kawakami |
| 1st Author's Affiliation | Kyoto Institute of Technology(KIT) |
| 2nd Author's Name | Kazuaki Tanaka |
| 2nd Author's Affiliation | Kyoto Institute of Technology(KIT) |
| Date | 2023-01-22 |
| Paper # | HCS2022-65 |
| Volume (vol) | vol.122 |
| Number (no) | HCS-349 |
| Page | pp.pp.60-64(HCS), |
| #Pages | 5 |
| Date of Issue | 2023-01-14 (HCS) |