Multi-frame Image Processing Based on Wireless Sensor Networks

Authors

  • Xianfeng Yang School of Information Engineering, Henan Institute of Science and Technology
  • Xiaojian Jia School of Information Engineering, Henan Institute of Science and Technology

DOI:

https://doi.org/10.3991/ijoe.v14i10.9306

Keywords:

Wireless Sensor, Image Processing, Distributed Image Compression, Wavelet Transform

Abstract


With multi-frame image processing based on wireless sensor network as research object, this study analyzes the problems existing in the two classic multi-node collaborative distributed image processing algorithms based on wavelet transform using literature analysis, simulation experiment, data analysis and other research methods, proposes a distributed image compression algorithm based on SHIHT with the application of wireless sensor network, SPIHT algorithm and wavelet transform to image compression as theoretical foundations, and adopts the matrix laboratory to simulate the energy performance of the algorithm. Through comparative analysis, the feasibility of distributed image compression algorithm based on SHIHT presented in this study is verified.

Author Biographies

Xianfeng Yang, School of Information Engineering, Henan Institute of Science and Technology

Xianfeng Yang received his bachelor's degree in Computer Application Technology from Henan Normal University, Xinxiang, Henan, China, in 2001, the master's degree in Computer Application Technology from China University of Petroleum, Dongying, China, in 2007. He is now an associate professor at School of Information Engineering, Henan Institute of Science and Technology, Xinxiang, China. His current research interests include pattern recognition, image processing, neural networks, natural language processing.

Xiaojian Jia, School of Information Engineering, Henan Institute of Science and Technology

Xiaojian Jia received her bachelor's degree in Information Engineering from Henan University of Science and Technology, Luoyang, Henan, China, in 2009, the master's degree in Communication and Information System from Shandong University, Jinan, China, in 2013.She is now an assistant at School of Information Engineering, Henan Institute of Science and Technology, Xinxiang, China. Her current research interests include image processing, pattern recognition, wireless resource optimization and Cognitive radio network.

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Published

2018-10-26

How to Cite

Yang, X., & Jia, X. (2018). Multi-frame Image Processing Based on Wireless Sensor Networks. International Journal of Online and Biomedical Engineering (iJOE), 14(10), pp. 94–105. https://doi.org/10.3991/ijoe.v14i10.9306

Issue

Vol. 14 No. 10 (2018)

Section

Papers