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A Nephogram Recognition Algorithm Based on Cloud Computing Platform

Authors :
Yongjun Ren
Xiang Li
Tao Li
Lei Wang
Source :
iThings/GreenCom/CPSCom/SmartData
Publication Year :
2019
Publisher :
IEEE, 2019.

Abstract

Using image processing technology, a k-means algorithm based selective neural network ensemble method and Hadoop processing technology, combine cloud platform with BP neural network algorithm, K-means algorithm and AdaBoost algorithm, to study cloud shape recognition technology based on cloud computing platform. The research results show that the recognition precision of image recognition technology of cloud computing platform is higher than that of cloud shape recognition technology based on traditional BP AdaBoost ensemble algorithm and single operation image recognition technology based on a k-means algorithm based selective neural network ensemble method.

Details

Database :
OpenAIRE
Journal :
2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData)
Accession number :
edsair.doi...........172e5ceac5a89826ca1a0f76f06851be
Full Text :
https://doi.org/10.1109/ithings/greencom/cpscom/smartdata.2019.00099