基于颜色流模型的全尺度民居室内虚拟空间定位算法
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安徽水利水电职业技术学院建筑工程学院,安徽 合肥 231603

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安徽省高校自然科学研究重点项目(2023AH053029);安徽省高校自然科学研究重大项目(2022AH040303);安徽省高校自然科学研究重点项目(2022AH052286)。


A Full Scale Indoor Virtual Space Localization Algorithm for Residential Buildings Based on Color Flow Model
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School of Architecture Engineering,Anhui Water Conservancy Technical College,Hefei 230061, Anhui, China

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    摘要:

    当前针对全尺度民居室内虚拟空间定位多采用梯度博弈算法,易受室内虚拟空间扫描数标准方差的影响,导致定位结果与实际值之间的偏移距离较大,定位精度较低的问题,提出基于颜色流模型的全尺度民居室内虚拟空间定位算法。依据室内虚拟空间区域化与室内定位之间的关系,采用颜色流模型对室内图像特征进行编码,实现对室内虚拟空间的区域化处理;构造室内虚拟空间的分布函数,结合空间扫描数据的拟合量化值,对室内虚拟空间坐标进行转换;引入根据误差传播公式,计算室内虚拟空间扫描数的标准方差;通过在尺度空间内对室内虚拟空间的关键特征点进行映射,并结合关键点的信标序列最终求取室内虚拟空间的位置坐标,完成空间定位。实例应用结果显示,所提方法得到的空间定位偏移距离较小,定位精度较高。

    Abstract:

    Currently, gradient game algorithm is commonly used for indoor virtual space positioning of full-scale residential buildings, but it is susceptible to the influence of the standard deviation of indoor virtual space scanning numbers, resulting in a large deviation distance between the positioning results and actual values, and low positioning accuracy. Therefore, a full-scale indoor virtual space positioning algorithm based on color flow model is proposed for residential buildings. Based on the relationship between indoor virtual space regionalization and indoor positioning, a color flow model is used to encode indoor image features, achieve regionalization processing of indoor virtual space, and construct a distribution function of indoor virtual space. Combined with the fitting quantification value of spatial scanning data, the indoor virtual space coordinates are transformed. The standard deviation of indoor virtual space scanning number is calculated based on the error propagation formula. By mapping the key feature points of indoor virtual space within the scale space and combining them with the beacon sequence of key points, the position coordinates of indoor virtual space are finally obtained to complete spatial positioning. The application results of the example show that the spatial positioning offset distance obtained by the proposed method is small, and the positioning accuracy is high.

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丁璐璐.基于颜色流模型的全尺度民居室内虚拟空间定位算法[J].西昌学院学报(自然科学版),2025,39(1):80-86.

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  • 收稿日期:2024-08-16
  • 最后修改日期:2024-08-16
  • 录用日期:2024-09-13
  • 在线发布日期: 2025-05-16