Adaptive Motion Segmentation based on Genetic Algorithm

Release time:2024-08-09  Hits:

• Affiliation of Author(s):信息与控制工程学院
• Journal:The 2nd International Conference on Image and Signal Processing
• Key Words:中文关键字：视频压缩；遗传算法；视频对象；自适应分割，英文关键字：video compression;Genetic algorithm; video object;
• Abstract:In order to rapidly and accurately determine the optimal threshold in video segmentation, an improved adaptive video motion segmentation method based on genetic algorithm is proposed. Through consummating the evolve mechanism, introducing adaptive initially individual, selection operator and adaptive judgments of termination, it can overcome the problems of poor astringency and premature occurrence in genetic algorithm. The experiment results show that the new segmentation method can greatly improve the speed of segmentation and can acquire good segmentation results.
• Note:王燕妮
• Co-author:FANYang-yu
• First Author:wangyanni
• Indexed by:Journal paper
• Volume:卷：4
• Issue:期：
• Page Number:页：P1706-1709
• Translation or Not:no
• Date of Publication:2009-10-01