Sun Xin’s research while affiliated with Harbin University and other places

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Publications (1)


Main color filtering algorithm flow.
Stadium segmentation system.
The tennis court line is sorted.
Acquisition of a fixed point.
Two types of AOC.

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Design and Image Research of Tennis Line Examination Based on Machine Vision Analysis
  • Article
  • Full-text available

September 2021

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63 Reads

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5 Citations

Computational Intelligence and Neuroscience

Liu Yan

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Sun Xin

In view of the intelligent demand of tennis line examination, this paper performs a systematic analysis on the intelligent recognition of tennis line examination. Then, a tennis line recognition method based on machine vision is proposed. In this paper, the color region of the image recognition region is divided based on the region growth, and the rough estimation of the court boundary is realized. In order to achieve the effect of camera calibration, a fast camera calibration method which can be used for a variety of court types is proposed. On the basis of camera calibration, a tennis line examination and segmentation system based on machine vision analysis is constructed, and the experimental results are verified by design experiments. The results show that the machine vision analysis-based intelligent segmentation system of tennis line examination has high recognition accuracy and can meet the actual needs of tennis line examination.

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Citations (1)


... Zhao Z applied the PSO-BP neural network algorithm to airport passenger prediction classification based on risk [8] . Yan L used computer vision to realize tennis recognition in 2021, which proved the feasibility of the application of intelligent algorithms in the field of sports [9] . ...

Reference:

Quantitative Analysis and Prediction Methods for Sports Competition Results
Design and Image Research of Tennis Line Examination Based on Machine Vision Analysis

Computational Intelligence and Neuroscience