@inproceedings{8eeb2c890a0f4e0083067a76f281c6b5,
title = "2D otsu segmentation algorithm improvement based on FOCPSO",
abstract = "This paper presents a particle-swarm-optimized 2D Otsu segmentation algorithm based on fractional order differential and cloud model (hereinafter called the 'FOCPSO') to solve the low efficiency of the traditional 2D Otsu segmentation algorithm. The proposed algorithm uses 2D Otsu as fitness function, and adaptively changes the fractional order according to the state of particle swarm. It updates the speed and position values by obtaining the ?-order derivative at the current moment. Based on the fitness value, the particles are divided into different populations. Experiments show that the proposed segmentation process improves the convergence speed of the algorithm under the premise of guaranteeing the segmentation effect.",
keywords = "2D Otsu, Cloud model, Fractional order differential, Image segmentation",
author = "Yingjie Zhang and Liang Zeng and Jie Meng",
note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 16th IEEE International Symposium on Parallel and Distributed Processing with Applications, 17th IEEE International Conference on Ubiquitous Computing and Communications, 8th IEEE International Conference on Big Data and Cloud Computing, 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018 ; Conference date: 11-12-2018 Through 13-12-2018",
year = "2018",
month = jul,
day = "2",
doi = "10.1109/BDCloud.2018.00121",
language = "English",
series = "Proceedings - 16th IEEE International Symposium on Parallel and Distributed Processing with Applications, 17th IEEE International Conference on Ubiquitous Computing and Communications, 8th IEEE International Conference on Big Data and Cloud Computing, 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "809--815",
editor = "Jinjun Chen and Yang, {Laurence T.}",
booktitle = "Proceedings - 16th IEEE International Symposium on Parallel and Distributed Processing with Applications, 17th IEEE International Conference on Ubiquitous Computing and Communications, 8th IEEE International Conference on Big Data and Cloud Computing, 11th IEEE International Conference on Social Computing and Networking and 8th IEEE International Conference on Sustainable Computing and Communications, ISPA/IUCC/BDCloud/SocialCom/SustainCom 2018",
address = "United States",
}