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Research on application of multimedia image processing technology based on wavelet transformopen access

Authors
Sui, KunKim, Hyung-Gi
Issue Date
Jan-2019
Publisher
SPRINGEROPEN
Keywords
Image retrieval; Wavelet transform; Wavelet base; Multimedia retrieval
Citation
EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING, v.2019, no.1
Journal Title
EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING
Volume
2019
Number
1
URI
https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/18306
DOI
10.1186/s13640-018-0396-1
ISSN
1687-5176
1687-5281
Abstract
With the development of information technology, multimedia has become a common information storage technology. The original information query technology has been difficult to adapt to the development of this new technology, so in order to be able to retrieve useful information in a large amount of multimedia information which has become a hot topic in the development of search technology, this paper takes the image in the multimedia information storage technology as the research object, uses the wavelet transform to divide the picture into the advantages of the low-frequency and high-frequency characteristics, and establishes the multimedia processing technology model based on the wavelet transform. The simulation results of face, vehicle, building, and landscape images show that different wavelet basis functions and different layers of images are decomposed, and the retrieval results and retrieval speed of images are different, When taking four layers of wavelet decomposition, the cubic b-spline wavelet as the wavelet basis function makes the classification result optimal, and the accuracy rate is 89.08%.
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Graduate School of Advanced Imaging Sciences, Multimedia and Film > Department of Imaging Science and Arts > 1. Journal Articles

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Kim, Hyung Gi
첨단영상대학원 (영상학과)
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