| Presentation | 2017-09-16 [Short Paper] A Study on a Robust Method of Discriminating Daily Life Tools for ADL Recognition Hiroki Kojima, Sho Ooi, Mutsuo Sano, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We have studied an ADL cognitive rehabilitation support system for self-reliance of disabled and elderly persons. It is important to recognize daily life tools for understanding activities of daily living. However, the daily life tools recognition has a problem that occlusion occurs due to grasping behaviors and their shape is deformed depending on material characteristics. In this paper, we propose aa robust method of discriminating daily life tools based on Deep CNN. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Rehabilitation of Dementia Support System / ADL Tool / DeepCNN / YOLO |
| Paper # | PRMU2017-62,IBISML2017-34 |
| Date of Issue | 2017-09-08 (PRMU, IBISML) |
| Conference Information | |
| Committee | PRMU / IBISML / IPSJ-CVIM |
|---|---|
| Conference Date | 2017/9/15(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shinichi Sato(NII) / Kenji Fukumizu(ISM) |
| Vice Chair | Hironobu Fujiyoshi(Chubu Univ.) / Yoshihisa Ijiri(Omron) / Masashi Sugiyama(Univ. of Tokyo) |
| Secretary | Hironobu Fujiyoshi(AIST) / Yoshihisa Ijiri(NAIST) / Masashi Sugiyama(Kyoto Univ.) / (Univ. of Tokyo) |
| Assistant | Masato Ishii(NEC) / Yusuke Sugano(Osaka Univ.) / Ichiro Takeuchi(Nagoya Inst. of Tech.) / Toshihiro Kamishima(AIST) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Infomation-Based Induction Sciences and Machine Learning / Special Interest Group on Computer Vision and Image Media |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Short Paper] A Study on a Robust Method of Discriminating Daily Life Tools for ADL Recognition |
| Sub Title (in English) | |
| Keyword(1) | Rehabilitation of Dementia Support System |
| Keyword(2) | ADL Tool |
| Keyword(3) | DeepCNN |
| Keyword(4) | YOLO |
| 1st Author's Name | Hiroki Kojima |
| 1st Author's Affiliation | Osaka Institute of Technology(OIT) |
| 2nd Author's Name | Sho Ooi |
| 2nd Author's Affiliation | Osaka Institute of Technology(OIT) |
| 3rd Author's Name | Mutsuo Sano |
| 3rd Author's Affiliation | Osaka Institute of Technology(OIT) |
| Date | 2017-09-16 |
| Paper # | PRMU2017-62,IBISML2017-34 |
| Volume (vol) | vol.117 |
| Number (no) | PRMU-210,IBISML-211 |
| Page | pp.pp.203-204(PRMU), pp.203-204(IBISML), |
| #Pages | 2 |
| Date of Issue | 2017-09-08 (PRMU, IBISML) |