Abstract
Nowadays, robot vision analysis technology has been widely used in the field of public security. Police robots, the main applications of the technology, can perform security, patrol, rescue and other tasks based on visual analysis. However, with the rapid development and continuous updating of related technologies, various algorithms and models have emerged. It is difficulty for frontline police stations to choose an appropriate intelligent algorithm or model with good performance. Based on such problems, this paper proposes multiple evaluation methods for image retrieval, behavior judgment and other major applications, and analyzes their applicability and effects.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Hu, C.P. 2012. Video structured description model. Computer Application 32 (9): 2560–2563.
Wang, L., Xiong Y., Wang Z., et al. 2017. Temporal segment networks for action recognition in videos.
Gkalelis, N., Kim, H., Hilton, A., et al. 2009. The i3DPost multi-view and 3D human action/interaction database. In 2009 Conference for Visual Media Production, pp. 159–168. IEEE.
Liu, J., Wang, G., Hu, P., et al. 2017. Global context-aware attention LSTM networks for 3D action recognition. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 1647–1656.
Powers, D.M.W. 2003. Recall & precision versus The Bookmaker.
Liu, Z., M. Tan, and F. Jiang. 2009. Regularized F-measure maximization for feature selection and classification. Journal of Biomedicine & Biotechnology 2009 (1110–7243): 617946.
Acknowledgements
Our research was sponsored by National Key R&D Program of China (NO.2017YFC0806500).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Yang, M., Liu, N. (2020). Research on Test Technology of Intelligent Algorithm for Police Robot Vision System. In: Huang, C., Chan, YW., Yen, N. (eds) Data Processing Techniques and Applications for Cyber-Physical Systems (DPTA 2019). Advances in Intelligent Systems and Computing, vol 1088. Springer, Singapore. https://doi.org/10.1007/978-981-15-1468-5_239
Download citation
DOI: https://doi.org/10.1007/978-981-15-1468-5_239
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-15-1467-8
Online ISBN: 978-981-15-1468-5
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)