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Ground and aerial meta-data integration for localization and reconstruction: A review | |
Xiang Gao; Shuhan Shen; Zhanyi Hu; Zhiheng Wang | |
发表期刊 | Pattern Recognition Letters |
2018 | |
卷号 | x期号:x页码:1-13 |
摘要 | Localization and reconstruction are two highly related research areas. Both of them have developed rapidly in recent years. Apparently, with the help of ground and aerial meta-data integration, the performance of both localization and reconstruction can go a step further. For localization, aerial meta-data provides a global reference, by which the ground query can achieve a cumulative error free absolute localization. As for reconstruction, a complete and detailed model can be reconstructed by integrating ground and aerial meta-data. Though with many advantages, the integration itself is non-trivial. It is difficult to obtain ground-to-aerial correspondences neither in 2D manner nor in 3D manner. That is because: (1) The differences between the ground and aerial images in viewpoint, scale, illumination, etc. are notable; (2) The discrepancies between the ground and aerial point clouds in terms of point density, accuracy, noise level, etc. are very large. To deal with these problems, lots of methods have been proposed recently. In this paper, the methods of integrating ground and aerial meta-data for localization and reconstruction are reviewed respectively. Though many intermediate results with high quality have been achieved, we hope that inspired by the reviewed methods in this paper, more thorough methods and impressive results would emerge. |
关键词 | Ground And Aerial Meta-data Integration Reconstruction Localization |
WOS记录号 | WOS:000493892700024 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/26082 |
专题 | 多模态人工智能系统全国重点实验室_机器人视觉 |
通讯作者 | Shuhan Shen |
推荐引用方式 GB/T 7714 | Xiang Gao,Shuhan Shen,Zhanyi Hu,et al. Ground and aerial meta-data integration for localization and reconstruction: A review[J]. Pattern Recognition Letters,2018,x(x):1-13. |
APA | Xiang Gao,Shuhan Shen,Zhanyi Hu,&Zhiheng Wang.(2018).Ground and aerial meta-data integration for localization and reconstruction: A review.Pattern Recognition Letters,x(x),1-13. |
MLA | Xiang Gao,et al."Ground and aerial meta-data integration for localization and reconstruction: A review".Pattern Recognition Letters x.x(2018):1-13. |
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