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    科学领域:

    • 计算机视觉 计算机视觉
    • 机器学习 机器学习
    • 生物识别信息 生物识别信息

    背景情况:

    • 基于骨的步态识别对于识别个人基于他们的行走模式至关重要.
    • 现有的方法与视角变化和个人步行风格差异作斗争.
    • 当前模型中的均卷曲无法捕捉视图特定的细微差别.

    研究的目的:

    • 开发一种能够适应特定骨序列和视角的新型网络,以改进步态识别.
    • 为了克服统一卷曲的局限性,在处理不同的行走风格和观点时.
    • 为了提高基于骨架的步态识别系统的准确性和稳定性.

    主要方法:

    • 提出了一个条件适应图 (CAG) 卷积网络.
    • 引入了一个联合特定波器学习 (JSFL) 模块,用于联合级别的序列适应性波器.
    • 开发了一个视图适应拓学习 (VATL) 模块,用于适应图形拓生成.

    主要成果:

    • CAG可以动态地适应个人步行方式和视角的变化.
    • JSFL捕获细粒度,关节层的模式,用于各种时空信息.
    • 对于视图特定的联合相关性,VATL生成了自适应图形拓.
    • 在CASIA-B和OU-MVLP数据集上实现了最先进的性能.
    • 在与基于外观的方法相结合时,证明了补充信息.

    结论:

    • 通过解决视角和风格变化,CAG显著改善了基于骨架的步态识别.
    • 拟议的自适应方法为生物识别提供了更强大,更准确的解决方案.
    • CAG提供补充信息的能力提高了其在多式联运识别系统中的适用性.