Applications of Computer Image Recognition Technologies for Animal Behavior Analysis
- DOI
- 10.2991/978-94-6463-512-6_31How to use a DOI?
- Keywords
- Animal Behavior Analysis; Image Recognition; Convolutional Neural Network
- Abstract
Animal behavior analysis is crucial for understanding the mechanisms of survival, adaptation, and evolution in species. It provides insights into animal cognition, social structures, and ecological roles. In this thesis, the authors discuss the application of computer image recognition technology in animal behavior analysis. Firstly, this work summarizes the basic principles and development of image recognition technology, and then introduces the specific applications of this technology in animal behavior monitoring, including animal species recognition, behavior pattern analysis and abnormal behavior detection. This work also delves into the application of various algorithms and models such as Convolutional Neural Network (CNN) in object detection and image classification. Through real case studies and experimental data, this work demonstrates the great potential of image recognition technology in improving the efficiency, safety and accuracy of animal behavior research. Finally, this work discusses current technological challenges and future directions, emphasizing the importance of interdisciplinary collaboration and the far-reaching impact of technological advances on ecological conservation and animal detection.
- Copyright
- © 2024 The Author(s)
- Open Access
- Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.
Cite this article
TY - CONF AU - Bowen Shen AU - Kexuan Wu AU - Yangxuan Xue PY - 2024 DA - 2024/09/23 TI - Applications of Computer Image Recognition Technologies for Animal Behavior Analysis BT - Proceedings of the 2024 International Conference on Artificial Intelligence and Communication (ICAIC 2024) PB - Atlantis Press SP - 276 EP - 284 SN - 1951-6851 UR - https://doi.org/10.2991/978-94-6463-512-6_31 DO - 10.2991/978-94-6463-512-6_31 ID - Shen2024 ER -