Medical Multimedia Image Analysis of Scoliosis in Children Aged 3–7 Years Based on Adaptive Multiobjective Differential Evolution Algorithm

Chunxiang Huang

doi:10.1155/2021/9951035

Abstract

Scoliosis is mainly caused by the spinal column deviating from its centerline during the growth process. It usually occurs in children aged 3–7 years old. After a detailed analysis of the existing scoliosis detection methods, this paper compares and analyzes the advantages of using multimedia image processing technology to check scoliosis in children aged 3–7 years and uses an adaptive multiobjective differential evolution algorithm to perform scoliosis comprehensive testing. Finally, the experimental analysis shows that the adaptive multiobjective differential evolution algorithm is applied to scoliosis detection to analyze the characteristics of children's cervical spine curvature and the relationship between the cervical spine curvature and the scoliosis angle.

Highlights

Adaptive multiobjective differential evolution consists of image parameter set, sequence parameter set, multimedia image parameter set, SEI in additional enhancement information, and image content information
H.264/HEVC introduces access units, AU includes a plurality of NALUs arranged in the order of differential evolution, and these NALUs are differentially componentized to generate only one multimedia image
In the adaptive multiobjective differential evolution stage, each submultimedia image is treated as a slice/ adaptive multiobjective differential evolution technology of H.265/HEVC [8,9,10]

Summary

Adaptive Multiobjective Differential Evolution Algorithm

Adaptive multiobjective differential evolution consists of image parameter set, sequence parameter set, multimedia image parameter set, SEI in additional enhancement information, and image content information. H.264/HEVC introduces access units, AU includes a plurality of NALUs arranged in the order of differential evolution, and these NALUs are differentially componentized to generate only one multimedia image. AU (access unit) includes multiple NALUs arranged in the order of differential evolution, and this NALU differential quantization only generates one multimedia image. In this case, the ALU can be regarded as the basic unit of the compressed bit stream. Each submultimedia image is treated as a slice/adaptive multiobjective differential evolution technology of H.265/HEVC. E modification of code stream header information mainly includes three-parts such as differential evolution, replacement, and coding of syntax elements. Erefore, to analyze the header information, it is necessary to first parse the code stream into multiple individual NAL U, convert the NALU to RBSP, convert RBSP to SODS, and use the parsed SODS to obtain the relevant grammatical elements

Materials and Methods

Multimedia Image Analysis of Scoliosis Examination

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