Software Architecture of the Automated Animal Behavior Analysis System

A. M. Sinitca; D. I. Kaplun; V. K. Kovrigin; A. Zamansky

doi:10.1109/CTS48763.2019.8973311

Software Architecture of the Automated Animal Behavior Analysis System

A. M. Sinitca, D. I. Kaplun, V. K. Kovrigin, A. Zamansky

Department of Information Systems

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

Abstract

One of the most important tools for animal behavior and animal welfare scientists is video-based analysis. Despite the fact that automatic analysis system exists for many species, field of automated video-based behavior analysis doesn't have an effective tool for higher animals, as dogs and therefore scientists have to use manual analysis. This work is aimed at solving this issue by developing automated software. Sleep analysis task used as basic task for development and testing. This paper describes architecture of system for automated analysis of animal behavior.

Original language	English
Title of host publication	Proceedings of 2019 3rd International Conference on Control in Technical Systems, CTS 2019
Editors	S. Shaposhnikov
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	245-248
Number of pages	4
ISBN (Electronic)	9781728125107
DOIs	https://doi.org/10.1109/CTS48763.2019.8973311
State	Published - Oct 2019
Event	3rd International Conference on Control in Technical Systems, CTS 2019 - St. Petersburg, Russian Federation Duration: 30 Oct 2019 → 1 Nov 2019

Publication series

Name	Proceedings of 2019 3rd International Conference on Control in Technical Systems, CTS 2019

Conference

Conference	3rd International Conference on Control in Technical Systems, CTS 2019
Country/Territory	Russian Federation
City	St. Petersburg
Period	30/10/19 → 1/11/19

Bibliographical note

Publisher Copyright:
© 2019 IEEE.

Keywords

analysis automation
analysis of animal behavior
architecture
machine learning
video processing

ASJC Scopus subject areas

Control and Systems Engineering
Control and Optimization

Access to Document

10.1109/CTS48763.2019.8973311

Cite this

Sinitca, A. M., Kaplun, D. I., Kovrigin, V. K., & Zamansky, A. (2019). Software Architecture of the Automated Animal Behavior Analysis System. In S. Shaposhnikov (Ed.), Proceedings of 2019 3rd International Conference on Control in Technical Systems, CTS 2019 (pp. 245-248). Article 8973311 (Proceedings of 2019 3rd International Conference on Control in Technical Systems, CTS 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CTS48763.2019.8973311

Sinitca, A. M. ; Kaplun, D. I. ; Kovrigin, V. K. et al. / Software Architecture of the Automated Animal Behavior Analysis System. Proceedings of 2019 3rd International Conference on Control in Technical Systems, CTS 2019. editor / S. Shaposhnikov. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 245-248 (Proceedings of 2019 3rd International Conference on Control in Technical Systems, CTS 2019).

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title = "Software Architecture of the Automated Animal Behavior Analysis System",

abstract = "One of the most important tools for animal behavior and animal welfare scientists is video-based analysis. Despite the fact that automatic analysis system exists for many species, field of automated video-based behavior analysis doesn't have an effective tool for higher animals, as dogs and therefore scientists have to use manual analysis. This work is aimed at solving this issue by developing automated software. Sleep analysis task used as basic task for development and testing. This paper describes architecture of system for automated analysis of animal behavior.",

keywords = "analysis automation, analysis of animal behavior, architecture, machine learning, video processing",

author = "Sinitca, {A. M.} and Kaplun, {D. I.} and Kovrigin, {V. K.} and A. Zamansky",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 3rd International Conference on Control in Technical Systems, CTS 2019 ; Conference date: 30-10-2019 Through 01-11-2019",

year = "2019",

month = oct,

doi = "10.1109/CTS48763.2019.8973311",

language = "English",

series = "Proceedings of 2019 3rd International Conference on Control in Technical Systems, CTS 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "245--248",

editor = "S. Shaposhnikov",

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Sinitca, AM, Kaplun, DI, Kovrigin, VK & Zamansky, A 2019, Software Architecture of the Automated Animal Behavior Analysis System. in S Shaposhnikov (ed.), Proceedings of 2019 3rd International Conference on Control in Technical Systems, CTS 2019., 8973311, Proceedings of 2019 3rd International Conference on Control in Technical Systems, CTS 2019, Institute of Electrical and Electronics Engineers Inc., pp. 245-248, 3rd International Conference on Control in Technical Systems, CTS 2019, St. Petersburg, Russian Federation, 30/10/19. https://doi.org/10.1109/CTS48763.2019.8973311

Software Architecture of the Automated Animal Behavior Analysis System. / Sinitca, A. M.; Kaplun, D. I.; Kovrigin, V. K. et al.
Proceedings of 2019 3rd International Conference on Control in Technical Systems, CTS 2019. ed. / S. Shaposhnikov. Institute of Electrical and Electronics Engineers Inc., 2019. p. 245-248 8973311 (Proceedings of 2019 3rd International Conference on Control in Technical Systems, CTS 2019).

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

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Sinitca AM, Kaplun DI, Kovrigin VK, Zamansky A. Software Architecture of the Automated Animal Behavior Analysis System. In Shaposhnikov S, editor, Proceedings of 2019 3rd International Conference on Control in Technical Systems, CTS 2019. Institute of Electrical and Electronics Engineers Inc. 2019. p. 245-248. 8973311. (Proceedings of 2019 3rd International Conference on Control in Technical Systems, CTS 2019). doi: 10.1109/CTS48763.2019.8973311

Software Architecture of the Automated Animal Behavior Analysis System

Abstract

Publication series

Conference

Bibliographical note

Keywords

ASJC Scopus subject areas

Access to Document

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