Research of Background Segmentation Method in Sports Video
نویسندگان
چکیده
Human motion image segmentation is the first step in the process of human motion analysis; it is low-level processing part of the visual analysis of human movement. The processing results of the stage of quality directly affects the progress of the follow-up work, the segmentation result has enormous influence on the final results human of movement analysis. Human motion image segmentation research is an important goal similar to the visual perception of the human, which make the computer feel the movement of human body, and make computers easier to understand the feelings of sports behavior. Deviation information based on Gaussian mixture model to join the chroma and brightness of background segmentation method is not only suitable for ordinary static scene, but also it is suitable for the special environment such as reflective of ice, fuzzy shadow, moving object reflection. According to experiments results, it is shown that the proposed algorithm has strong robustness.
منابع مشابه
SIDF: A Novel Framework for Accurate Surgical Instrument Detection in Laparoscopic Video Frames
Background and Objectives: Identification of surgical instruments in laparoscopic video images has several biomedical applications. While several methods have been proposed for accurate detection of surgical instruments, the accuracy of these methods is still challenged high complexity of the laparoscopic video images. This paper introduces a Surgical Instrument Detection Framework (SIDF) for a...
متن کاملSports Video Segmentation using Spectral Clustering
With the rapid development of the computer and multimedia technology, the video processing technique is applied to the field of sports in order to analyze the sport video. For sports video analysis, how to segment the sports video image has become an important research topic. Nowadays, the algorithms for video image segmentation mainly include neural network, K-means and so on. However, the acc...
متن کاملAutomatic Tracking Method for Sports Video Analysis
This paper addresses the implementation of an advanced visual-based tennis sports video analysis system. Firstly, a white pixel-fraction based method is used to detect the significant frames that include the tennis court. In addition, we employ the temporal correlation between two consecutive frames to track the court location within a local search area. Furthermore, we propose a player segment...
متن کاملThe Role of Social Targeting, Customer Segmentation, and Physical Activity Positioning for the Development of Sports among the Iranian Elderly
Extended Abstract Introduction: As the world’s population is aging and chronic diseases increases in this age group, the importance of physical activity as a deterrent and risk-reducing factor becomes clear. Given the special needs in this population, it is very important to pay attention to health-promoting behaviors and the quality of life in the elderly. Physical activity is an important pa...
متن کاملThe Role of Social Targeting, Customer Segmentation, and Physical Activity Positioning for the Development of Sports among the Iranian Elderly
Extended Abstract Introduction: As the world’s population is aging and chronic diseases increases in this age group, the importance of physical activity as a deterrent and risk-reducing factor becomes clear. Given the special needs in this population, it is very important to pay attention to health-promoting behaviors and the quality of life in the elderly. Physical activity is an important pa...
متن کامل