Research on application of multimedia image processing technology based on wavelet transformopen access
- Authors
- Sui, Kun; Kim, 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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- Appears in
Collections - Graduate School of Advanced Imaging Sciences, Multimedia and Film > Department of Imaging Science and Arts > 1. Journal Articles
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