In this paper,the concepts about the CyberCity and the corresponding technique supports and typical applications are introduced.As the pilot projects,the applications of CCGIS software in CyberShenzhen and CyberShangh...In this paper,the concepts about the CyberCity and the corresponding technique supports and typical applications are introduced.As the pilot projects,the applications of CCGIS software in CyberShenzhen and CyberShanghai are also presented.At last,some of key technologies such as the reconstruction of three dimensional city model,vast amount of data integration and its real time application of 3D animation are discussed.展开更多
Data acquisition and modeling are the two important, difficult and costful aspects in a Cybercity project. 2D-GIS is mature and can manage a lot of spatial data. Thus 3D-GIS should make the best of data and technology...Data acquisition and modeling are the two important, difficult and costful aspects in a Cybercity project. 2D-GIS is mature and can manage a lot of spatial data. Thus 3D-GIS should make the best of data and technology of 2D-GIS. Construction of a useful synthetic environment requires integration of multiple types of information like DEM, texture images and 3D representation of objects such as buildings. In this paper, the method for 3D city landscape data model and visualization based on integrated databases is presented. Since the data volume of raster are very huge, special strategies(for example, pyramid gridded method) must be adopted in order to manage raster data efficiently. Three different methods of data acquisition, the proper data structure and a simple modeling method are presented as well. At last, a pilot project of Shanghai Cybercity is illustrated.展开更多
This paper investigates the differences that result from applying different approaches to uncertainty modeling and reports an experimental examining error estimation and propagation in elevation and slope, with the la...This paper investigates the differences that result from applying different approaches to uncertainty modeling and reports an experimental examining error estimation and propagation in elevation and slope, with the latter derived from the former. It is confirmed that significant differences exist between uncertainty descriptors, and propagation of uncertainty to end products is immensely affected by the specification of source uncertainty.展开更多
New development in urban planning, cityscape, real estate management and the like, calls for new demands for 3D city model. There are so many objects in 3D city model such as building, river, road, and so on. The buil...New development in urban planning, cityscape, real estate management and the like, calls for new demands for 3D city model. There are so many objects in 3D city model such as building, river, road, and so on. The building model is very important in 3D city model. In recent years,a lot of research work about visualization has been done. In our opinions,visualization is only a part of 313 city model, while interactive operation about buildings is rather important as well. In order to implement interactive operation (create , edit, query,etc. ), good data structure and model must be developed.展开更多
This article introduces the background and development of ITS and the emphasis on developing ITS in China in the forthcoming years. Furthermore, it describes the application of the 3S (GIS, GPS, RS) technology in deve...This article introduces the background and development of ITS and the emphasis on developing ITS in China in the forthcoming years. Furthermore, it describes the application of the 3S (GIS, GPS, RS) technology in developing ITS.展开更多
高分辨率遥感影像的目标检测与识别,是高分对地观测系统中影像信息自动提取及分析理解的重要内容。针对传统影像目标检测与识别算法中人工设计特征稳健性与普适性差的问题,本文提出基于高分辨率遥感影像目标尺度特征的卷积神经网络检测...高分辨率遥感影像的目标检测与识别,是高分对地观测系统中影像信息自动提取及分析理解的重要内容。针对传统影像目标检测与识别算法中人工设计特征稳健性与普适性差的问题,本文提出基于高分辨率遥感影像目标尺度特征的卷积神经网络检测与识别方法。首先通过统计遥感影像目标的尺度范围,获得卷积神经网络训练与测试过程中目标感兴趣区域合适的尺度大小。然后根据目标感兴趣区域合适的尺度,提出基于高分辨率遥感影像目标尺度特征的卷积神经网络检测与识别架构。通过WHU-RSone数据集对本文卷积神经网络架构与Faster-RCNN架构对比测试验证。试验结果表明,本文架构ZF模型和本文架构VGG-16模型的mean average precision(mAP)分别比Faster-RCNNZF模型和Faster-RCNNVGG-16模型提高8.17%和8.31%,本文卷积神经网络架构可获得良好的影像目标检测与识别效果。展开更多
文摘In this paper,the concepts about the CyberCity and the corresponding technique supports and typical applications are introduced.As the pilot projects,the applications of CCGIS software in CyberShenzhen and CyberShanghai are also presented.At last,some of key technologies such as the reconstruction of three dimensional city model,vast amount of data integration and its real time application of 3D animation are discussed.
文摘Data acquisition and modeling are the two important, difficult and costful aspects in a Cybercity project. 2D-GIS is mature and can manage a lot of spatial data. Thus 3D-GIS should make the best of data and technology of 2D-GIS. Construction of a useful synthetic environment requires integration of multiple types of information like DEM, texture images and 3D representation of objects such as buildings. In this paper, the method for 3D city landscape data model and visualization based on integrated databases is presented. Since the data volume of raster are very huge, special strategies(for example, pyramid gridded method) must be adopted in order to manage raster data efficiently. Three different methods of data acquisition, the proper data structure and a simple modeling method are presented as well. At last, a pilot project of Shanghai Cybercity is illustrated.
文摘This paper investigates the differences that result from applying different approaches to uncertainty modeling and reports an experimental examining error estimation and propagation in elevation and slope, with the latter derived from the former. It is confirmed that significant differences exist between uncertainty descriptors, and propagation of uncertainty to end products is immensely affected by the specification of source uncertainty.
基金Project supported by the National Natural Science Foundation of China(No.69833010)
文摘New development in urban planning, cityscape, real estate management and the like, calls for new demands for 3D city model. There are so many objects in 3D city model such as building, river, road, and so on. The building model is very important in 3D city model. In recent years,a lot of research work about visualization has been done. In our opinions,visualization is only a part of 313 city model, while interactive operation about buildings is rather important as well. In order to implement interactive operation (create , edit, query,etc. ), good data structure and model must be developed.
基金Project supported by the National Natural Science Foundation of China(No.49631050)China National 863-Hi-tech Project(No. 863-308-13-04(2))
文摘This article introduces the background and development of ITS and the emphasis on developing ITS in China in the forthcoming years. Furthermore, it describes the application of the 3S (GIS, GPS, RS) technology in developing ITS.
文摘高分辨率遥感影像的目标检测与识别,是高分对地观测系统中影像信息自动提取及分析理解的重要内容。针对传统影像目标检测与识别算法中人工设计特征稳健性与普适性差的问题,本文提出基于高分辨率遥感影像目标尺度特征的卷积神经网络检测与识别方法。首先通过统计遥感影像目标的尺度范围,获得卷积神经网络训练与测试过程中目标感兴趣区域合适的尺度大小。然后根据目标感兴趣区域合适的尺度,提出基于高分辨率遥感影像目标尺度特征的卷积神经网络检测与识别架构。通过WHU-RSone数据集对本文卷积神经网络架构与Faster-RCNN架构对比测试验证。试验结果表明,本文架构ZF模型和本文架构VGG-16模型的mean average precision(mAP)分别比Faster-RCNNZF模型和Faster-RCNNVGG-16模型提高8.17%和8.31%,本文卷积神经网络架构可获得良好的影像目标检测与识别效果。
