ITE Technical Group Submission System
Conference Paper's Information
Online Proceedings
[Sign in]
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2020-02-27 10:00
Crate Classifiers of Activity Measurement by Automatic learning for Aquaculture
Motonori Saeki, Nobuo Ezaki, Kaito Hattori (NITTC), Osamu Takahashi (ISE C.L), Tatsuhiko Sakamoto (Mie Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) In the timer type automatic feeding on sea farming, only a fixed amount can be fed at a time and may occur overfeeding and lack. Therefore, we are developing an automatic feeding system that uses artificial intelligence to supply the optimal amount. The biggest feature is that it introduces the function to take images during feeding, measure the activity of the fish, and stop feeding when not feeding. However, it is necessary to learn the classifier for each raft because the camera angle and the sunshine condition are different depending on the raft. In addition, the position of the swimming fish may change depending on the season, so it is necessary to update the classifier every season. In this study, we propose a mechanism that automatically learns the classifier according to the raft and the season.
Keyword (in Japanese) (See Japanese page) 
(in English) see farming / deep learning / activity measurement / automatically learns / / / /  
Reference Info. ITE Tech. Rep., vol. 44, no. 6, ME2020-30, pp. 7-11, Feb. 2020.
Paper # ME2020-30 
Date of Issue 2020-02-20 (MMS, HI, ME, AIT) 
ISSN Print edition: ISSN 1342-6893    Online edition: ISSN 2424-1970
Download PDF

Conference Information
Conference Date 2020-02-27 - 2020-02-28 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Image Processing, etc. 
Paper Information
Registration To ME 
Conference Code 2020-02-HI-IE-ITS-MMS-ME-AIT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Crate Classifiers of Activity Measurement by Automatic learning for Aquaculture 
Sub Title (in English)  
Keyword(1) see farming  
Keyword(2) deep learning  
Keyword(3) activity measurement  
Keyword(4) automatically learns  
1st Author's Name Motonori Saeki  
1st Author's Affiliation National Institute of Technology, Toba College (NITTC)
2nd Author's Name Nobuo Ezaki  
2nd Author's Affiliation National Institute of Technology, Toba College (NITTC)
3rd Author's Name Kaito Hattori  
3rd Author's Affiliation National Institute of Technology, Toba College (NITTC)
4th Author's Name Osamu Takahashi  
4th Author's Affiliation ISE Co. Ltd. (ISE C.L)
5th Author's Name Tatsuhiko Sakamoto  
5th Author's Affiliation Mie University (Mie Univ.)
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 2020-02-27 10:00:00 
Presentation Time 15 minutes 
Registration for ME 
Paper # MMS2020-2, HI2020-2, ME2020-30, AIT2020-2 
Volume (vol) vol.44 
Number (no) no.6 
Page pp.7-11 
Date of Issue 2020-02-20 (MMS, HI, ME, AIT) 

[Return to Top Page]

[Return to ITE Web Page]

The Institute of Image Information and Television Engineers (ITE), Japan