Refinement of the 3D Mesh Model Driven by the Image Information

被引:0
|
作者
Zhang C. [1 ]
Zhang M. [1 ]
Guo B. [2 ]
机构
[1] College of Geomatics, Xi'an University of Science and Technology, Xi'an
[2] State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing, Wuhan University, Wuhan
来源
Guo, Bingxuan (mobilemap@163.com) | 2018年 / SinoMaps Press卷 / 47期
基金
中国国家自然科学基金;
关键词
3D mesh refinement; Gradient change value; Gradient descent method; Image information; Normalized cross correlation;
D O I
10.11947/j.AGCS.2018.20170733
中图分类号
学科分类号
摘要
A method of 3D mesh refinement driven by the image information is proposed to solve the existing problem of 3D re-construction constructed by the 3D mesh model.According to the image information,one image is reprojected to other visible images induced by the object triangular facet,adopt gradient descent method,take the derivative of object vertex coordinates with the images' NCC coefficient,and adjust the vertices coordinates of object 3D mesh in order to minimize regional matching cost,to obtain the optimal 3D mesh model,and to achieve the purposes of the 3D mesh model refinement.Results indicate that this method can greatly improve the accuracy of 3D mesh to reconstructing 3D model. © 2018, Surveying and Mapping Press. All right reserved.
引用
收藏
页码:959 / 967
页数:8
相关论文
共 26 条
  • [1] Zhou Z., Digital Research on 3D Mesh Optimization, Acta Geodaetica et Cartographica Sinica, 16, 3, pp. 161-167, (1987)
  • [2] Zhou Z., Digital Research on 3D Mesh Optimization, Bulletin of Surveying and Mapping, 1, pp. 3-18, (1983)
  • [3] Zhu H., Song D., Tan H., Et al., A Tiny Facet Primitive Remote Sensing Image Registration Algorithm Based on Optimized Delaunay Triangulation, Journal of Signal Processing, 32, 9, pp. 1032-1038, (2016)
  • [4] Wang Q., Li A., Ma S., Research and Implementing of Method for Optimization Algorithm for Long-narrow Triangular Mesh, Modular Machine tool & Automatic Manufacturing Technique, 4, pp. 40-41, (2004)
  • [5] Li W., Jin W., Xiao X., Local-global Algorithm for Triangular Mesh Optimization, Journal of Computer Applications, 31, 4, (2011)
  • [6] Turk G., Re-tiling Polygonal Surfaces, ACM Siggraph Computer Graphics, 26, 2, pp. 55-64, (1992)
  • [7] Park J., Sinha S., Matsushita Y., Et al., Robust Multiview Photometric Stereo Using Planar Mesh Parameterization, IEEE Transactions on Pattern Analysis and Machine Intelligence, 39, 8, pp. 1591-1604, (2017)
  • [8] Hayakawa H., Photometric Stereo Under a Light Source with Arbitrary Motion, Journal of the Optical Society of America, 11, 11, pp. 3079-3089, (1994)
  • [9] Yan L., Yuan Y., Zeng X., Et al., Refined Adaptive Meshes from Scattered Point Clouds, Proceedings of the 12th International Symposium on Distributed Computing and Applications To Business, Engineering and Science., pp. 247-249, (2013)
  • [10] Esteban C.H., Stereo and Silhouette Fusion for 3D Object Modeling from Uncalibrated Images Under Circular Motion