基于改进分段仿射直方图均衡化算法的倾斜摄影三维模型匀色OA
Color harmonization for three-dimensional models from oblique photography based on improved piecewise affine equalization algorithm
在倾斜摄影三维模型生产过程中,受多种客观条件影响,同一区域多期倾斜模型普遍存在色彩不一致问题,严重影响模型视觉效果与应用价值.为解决此问题,本文提出一种基于改进分段仿射直方图均衡化(IPAE)算法的倾斜摄影三维模型匀色方法.将二维图像匀色领域的IPAE算法扩展至倾斜三维模型纹理空间,结合倾斜模型数据的瓦块化特性,实现模型全局光照与色彩的协同优化.本文以安徽省池州市贵池区24 km²区域的倾斜摄影三维模型为实验数据,分别采用华里士(Wallis)算法、分段仿射直方图均衡化(PAE)算法与IPAE算法开展对比实验.结果表明,IPAE算法处理后的倾斜模型整体色彩均衡,瓦块间色彩过渡自然,在增强暗区细节的同时,能有效控制噪声与量化伪影;在不同地物区域的匀色效果均优于对比算法,表现出较强的适应性与实用性,可为倾斜摄影三维模型匀色处理提供可靠技术支撑.
In the production of three-dimensional models generated from oblique photography,color inconsistencies com-monly exist among multi-temporal models of the same area due to various objective conditions,significantly affecting the visual effect and application value of the model.To address this issue,this paper proposed a color harmonization method for three-dimensional models from oblique photography based on an improved piecewise affine equalization(IPAE)algorithm.By extending the IPAE algorithm,originally designed for color harmonization of two-dimensional images,to the texture space of three-dimensional models from oblique photography and leveraging the tile-based structure of model data,global illumination and color were collaboratively optimized.By using three-dimensional models from oblique photography cover-ing a 24-square-kilometer area in Guichi District,Chizhou City,Anhui Province,as experimental data,comparative tests were conducted using the Wallis algorithm,the piecewise affine equalization(PAE)algorithm,and the IPAE algorithm.The results demonstrate that the model processed with the IPAE algorithm achieves overall color harmonization,natural color transitions between tiles,and enhanced details in dark areas while controlling noise and quantization artifacts.Moreover,it yields optimal color harmonization results across different types of ground objects,demonstrates strong adaptability and prac-ticality,and can provide reliable technical support for the color harmonization of three-dimensional models from oblique pho-togrammetry.
魏星;杨春明
安徽省第四测绘院,安徽 合肥 230031安徽省第四测绘院,安徽 合肥 230031
天文与地球科学
实景三维地理场景倾斜摄影模型匀色改进的分段仿射直方图均衡化(IPAE)算法
realistic three-dimensionalgeographic sceneoblique photographymodel color harmonizationimproved piecewise affine equalization(IPAE)algorithm
《北京测绘》 2026 (4)
487-492,6
安徽省测绘局科技创新项目(2025-KJ-07)
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