Image analysis based fish tail beat frequency estimation for fishway efficiency

Yasin Yıldırım; B. Ugur Töreyin; Bülent Verep; Davut Turan; Serhat Küçükali; Ahmet Alp

doi:10.23919/EUSIPCO.2018.8553199

Image analysis based fish tail beat frequency estimation for fishway efficiency

Yasin Yıldırım, B. Ugur Töreyin, Bülent Verep, Davut Turan, Serhat Küçükali, Ahmet Alp

Informatics Institute

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

3 Citations (Scopus)

Abstract

In this paper, we propose image analysis based methods for estimating fish tail beat frequency, which is an indicator of fish energy consumption at fish passage structures. For this purpose, average magnitude difference and autocorrelation function based periodicity detection techniques are utilized. Actual fish images are acquired using a visible range camera installed in a brush type fish pass in Ikizdere River, near Rize, Turkey, which is very rich in biodiversity. Results show that image analysis based periodicity detection methods can be used for fishway efficiency evaluation purposes. To the best of authors' knowledge, this is the first study that automatically estimates fish tail beat frequency using image analysis. The findings of this study are expected to have implications for fish monitoring and fishway design.

Original language	English
Title of host publication	2018 26th European Signal Processing Conference, EUSIPCO 2018
Publisher	European Signal Processing Conference, EUSIPCO
Pages	1790-1794
Number of pages	5
ISBN (Electronic)	9789082797015
DOIs	https://doi.org/10.23919/EUSIPCO.2018.8553199
Publication status	Published - 29 Nov 2018
Event	26th European Signal Processing Conference, EUSIPCO 2018 - Rome, Italy Duration: 3 Sept 2018 → 7 Sept 2018

Publication series

Name	European Signal Processing Conference
Volume	2018-September
ISSN (Print)	2219-5491

Conference

Conference	26th European Signal Processing Conference, EUSIPCO 2018
Country/Territory	Italy
City	Rome
Period	3/09/18 → 7/09/18

Bibliographical note

Publisher Copyright:
© EURASIP 2018.

Funding

This work is supported in part by the Scientific and Technical Research Council of Turkey under Scientific and Technological Research Projects Funding Program (1001 TÜB˙TAK) grant with agreement number 315M019 and Istanbul Technical University Scientific Research Project Program (BAP) grant with agreement number MGA-2017-40964. We thank Tanju Mutlu and Cüneyt Kaya for their help during the field study.

Funders	Funder number
Türkiye Bilimsel ve Teknolojik Araştirma Kurumu	315M019
Istanbul Teknik Üniversitesi	MGA-2017-40964

Keywords

Environmental monitoring
Fish detection
Fishway
Frequency detection
Tail beat frequency

Access to Document

10.23919/EUSIPCO.2018.8553199

Cite this

Yıldırım, Y., Töreyin, B. U., Verep, B., Turan, D., Küçükali, S., & Alp, A. (2018). Image analysis based fish tail beat frequency estimation for fishway efficiency. In 2018 26th European Signal Processing Conference, EUSIPCO 2018 (pp. 1790-1794). Article 8553199 (European Signal Processing Conference; Vol. 2018-September). European Signal Processing Conference, EUSIPCO. https://doi.org/10.23919/EUSIPCO.2018.8553199

@inproceedings{d30fd7e3e09644bbae28779a640a55cf,

title = "Image analysis based fish tail beat frequency estimation for fishway efficiency",

abstract = "In this paper, we propose image analysis based methods for estimating fish tail beat frequency, which is an indicator of fish energy consumption at fish passage structures. For this purpose, average magnitude difference and autocorrelation function based periodicity detection techniques are utilized. Actual fish images are acquired using a visible range camera installed in a brush type fish pass in Ikizdere River, near Rize, Turkey, which is very rich in biodiversity. Results show that image analysis based periodicity detection methods can be used for fishway efficiency evaluation purposes. To the best of authors' knowledge, this is the first study that automatically estimates fish tail beat frequency using image analysis. The findings of this study are expected to have implications for fish monitoring and fishway design.",

keywords = "Environmental monitoring, Fish detection, Fishway, Frequency detection, Tail beat frequency",

author = "Yasin Yıldırım and T{\"o}reyin, {B. Ugur} and B{\"u}lent Verep and Davut Turan and Serhat K{\"u}{\c c}{\"u}kali and Ahmet Alp",

note = "Publisher Copyright: {\textcopyright} EURASIP 2018.; 26th European Signal Processing Conference, EUSIPCO 2018 ; Conference date: 03-09-2018 Through 07-09-2018",

year = "2018",

month = nov,

day = "29",

doi = "10.23919/EUSIPCO.2018.8553199",

language = "English",

series = "European Signal Processing Conference",

publisher = "European Signal Processing Conference, EUSIPCO",

pages = "1790--1794",

booktitle = "2018 26th European Signal Processing Conference, EUSIPCO 2018",

}

Yıldırım, Y, Töreyin, BU, Verep, B, Turan, D, Küçükali, S & Alp, A 2018, Image analysis based fish tail beat frequency estimation for fishway efficiency. in 2018 26th European Signal Processing Conference, EUSIPCO 2018., 8553199, European Signal Processing Conference, vol. 2018-September, European Signal Processing Conference, EUSIPCO, pp. 1790-1794, 26th European Signal Processing Conference, EUSIPCO 2018, Rome, Italy, 3/09/18. https://doi.org/10.23919/EUSIPCO.2018.8553199

Image analysis based fish tail beat frequency estimation for fishway efficiency. / Yıldırım, Yasin; Töreyin, B. Ugur; Verep, Bülent et al.
2018 26th European Signal Processing Conference, EUSIPCO 2018. European Signal Processing Conference, EUSIPCO, 2018. p. 1790-1794 8553199 (European Signal Processing Conference; Vol. 2018-September).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Image analysis based fish tail beat frequency estimation for fishway efficiency

AU - Yıldırım, Yasin

AU - Töreyin, B. Ugur

AU - Verep, Bülent

AU - Turan, Davut

AU - Küçükali, Serhat

AU - Alp, Ahmet

PY - 2018/11/29

Y1 - 2018/11/29

N2 - In this paper, we propose image analysis based methods for estimating fish tail beat frequency, which is an indicator of fish energy consumption at fish passage structures. For this purpose, average magnitude difference and autocorrelation function based periodicity detection techniques are utilized. Actual fish images are acquired using a visible range camera installed in a brush type fish pass in Ikizdere River, near Rize, Turkey, which is very rich in biodiversity. Results show that image analysis based periodicity detection methods can be used for fishway efficiency evaluation purposes. To the best of authors' knowledge, this is the first study that automatically estimates fish tail beat frequency using image analysis. The findings of this study are expected to have implications for fish monitoring and fishway design.

AB - In this paper, we propose image analysis based methods for estimating fish tail beat frequency, which is an indicator of fish energy consumption at fish passage structures. For this purpose, average magnitude difference and autocorrelation function based periodicity detection techniques are utilized. Actual fish images are acquired using a visible range camera installed in a brush type fish pass in Ikizdere River, near Rize, Turkey, which is very rich in biodiversity. Results show that image analysis based periodicity detection methods can be used for fishway efficiency evaluation purposes. To the best of authors' knowledge, this is the first study that automatically estimates fish tail beat frequency using image analysis. The findings of this study are expected to have implications for fish monitoring and fishway design.

KW - Environmental monitoring

KW - Fish detection

KW - Fishway

KW - Frequency detection

KW - Tail beat frequency

UR - http://www.scopus.com/inward/record.url?scp=85059820515&partnerID=8YFLogxK

U2 - 10.23919/EUSIPCO.2018.8553199

DO - 10.23919/EUSIPCO.2018.8553199

M3 - Conference contribution

AN - SCOPUS:85059820515

T3 - European Signal Processing Conference

SP - 1790

EP - 1794

BT - 2018 26th European Signal Processing Conference, EUSIPCO 2018

PB - European Signal Processing Conference, EUSIPCO

T2 - 26th European Signal Processing Conference, EUSIPCO 2018

Y2 - 3 September 2018 through 7 September 2018

ER -

Image analysis based fish tail beat frequency estimation for fishway efficiency

Abstract

Publication series

Conference

Bibliographical note

Funding

Keywords

Access to Document

Other files and links

Fingerprint

Cite this