| Paper Abstract and Keywords |
| Presentation |
2024-11-09 11:20
Recognizing Pet In-Home Behavior Using Relative Positional Relationship between Skeleton and Object Yukito Azai, Takuya Nakata, Sinan Chen (Kobe Univ.), Sachio Saiki (Kochi Univ. of Tech.), Masahide Nakamura (Kobe Univ.) KBSE2024-36 SC2024-39 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In recent years, more and more people need pets such as cats or dogs because of the outbreak of a new type of coronavirus, the aging of society, and the shift to nuclear families. In response to this increase in demand, services and products for behavior and health management of pets have been expanded. However, existing services and products have problems such as the need to install devices for individual pets or the inability to sufficiently estimate pet behavior. Therefore, we propose a scalable method for estimating the in-home behavior of pets by utilizing the relative positional relationship between the pet’s skeleton and objects obtained from video input. In this study, we increased the success rate of object detection by varying the training data, and successfully detected and stored the pet’s behavior using the relative positional relationship between the object detection result from the video input and the pet’s skeleton estimation result. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
PetTech / Pet / Image Recognition / Activity Recognition / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 124, no. 245, SC2024-39, pp. 102-107, Nov. 2024. |
| Paper # |
SC2024-39 |
| Date of Issue |
2024-11-01 (KBSE, SC) |
| ISSN |
Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
| Download PDF |
KBSE2024-36 SC2024-39 |
| Conference Information |
| Committee |
SC KBSE |
| Conference Date |
2024-11-08 - 2024-11-09 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kochi-City Culture Plaza CUL-PORT |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
General |
| Paper Information |
| Registration To |
SC |
| Conference Code |
2024-11-SC-KBSE |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Recognizing Pet In-Home Behavior Using Relative Positional Relationship between Skeleton and Object |
| Sub Title (in English) |
|
| Keyword(1) |
PetTech |
| Keyword(2) |
Pet |
| Keyword(3) |
Image Recognition |
| Keyword(4) |
Activity Recognition |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Yukito Azai |
| 1st Author's Affiliation |
Kobe University (Kobe Univ.) |
| 2nd Author's Name |
Takuya Nakata |
| 2nd Author's Affiliation |
Kobe University (Kobe Univ.) |
| 3rd Author's Name |
Sinan Chen |
| 3rd Author's Affiliation |
Kobe University (Kobe Univ.) |
| 4th Author's Name |
Sachio Saiki |
| 4th Author's Affiliation |
Kochi University of Technology (Kochi Univ. of Tech.) |
| 5th Author's Name |
Masahide Nakamura |
| 5th Author's Affiliation |
Kobe University (Kobe Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2024-11-09 11:20:00 |
| Presentation Time |
25 minutes |
| Registration for |
SC |
| Paper # |
KBSE2024-36, SC2024-39 |
| Volume (vol) |
vol.124 |
| Number (no) |
no.244(KBSE), no.245(SC) |
| Page |
pp.102-107 |
| #Pages |
6 |
| Date of Issue |
2024-11-01 (KBSE, SC) |