湖北文理学院学报2025，Vol.46Issue(2)：11-18,8.
优化体育训练计划的运动模糊图像人体特征分割方法探析
A Segmentation Method for Human Body Features in Motion Blurred Images for Optimizing Sports Training Plans
摘要
Abstract
In sports training scenarios,the collected raw motion images often contain large hollow areas,which not only affect the integrity of the images,but also make it difficult to effectively fuse superpixels in the images,thereby making it difficult to ensure the accuracy of human feature segmentation.Therefore,in order to improve the accuracy of human feature segmentation and meet the needs of sports training plan optimization,a motion blur image human feature segmentation method for sports training plan optimization is proposed.We adopt guided filtering method for deep restoration of the original image to eliminate the hollow areas and restore the integrity and continuity of the image.On this basis,image superpixels are fused according to the pixel distribution structure to further enhance the clarity and feature expression ability of the image.Subsequently,by combining the inflated human body mask,the hierarchical structure features of the image are accurately obtained,and then the sequence of human motion features is extracted.In addition,in order to achieve accurate segmentation of human body features,the region growing method is used to merge feature points with similarity,and redundant information is removed through erosion operation to obtain morphological images.Combined with threshold segmentation,adaptive segmentation of human body features is achieved.The experimental results show that the proposed method can accurately segment human features from motion images with different degrees of blur,with high segmentation accuracy.This achievement not only provides strong technical support for optimizing sports training plans,but also offers new ideas and methods for research in the field of motion image analysis.关键词
体育训练计划/运动模糊图像/人体轮廓特征/图像分割Key words
sports training plan/motion blurred images/human body contour/image segmentation分类
计算机与自动化引用本文复制引用
范果..优化体育训练计划的运动模糊图像人体特征分割方法探析[J].湖北文理学院学报,2025,46(2):11-18,8.基金项目
黎明职业大学科研创新平台"数字人文研究中心"项目(LMPT202109) （LMPT202109）
