Change Detection and Updating by Using Map Overlay for Buildings on Multi-scale Maps

doi:10.11947/j.AGCS.2016.20150302

Abstract

Abstract: This study aims to develop a method of change detection and updating for urban building features at smaller-scale maps from updated larger-scale maps. Firstly, an in-deeper and comprehensive analysis of changes between maps at different times and scales was discussed. Then, a technical framework of change extraction and updating was proposed based on the functions of map overlap and data enrichment. Finally, real-life data were used to verify the effectiveness of the proposed method, and results also showed that our method is flexible and suitable for layer-level updates.

Key words: data updating, change detection, multi-scale maps, map overlap, data enrichment

CLC Number:

P208

YANG Min, AI Tinghua, YAN Xiongfeng, YANG Wei, ZHOU Xiaodong, ZHOU Qi. Change Detection and Updating by Using Map Overlay for Buildings on Multi-scale Maps[J]. Acta Geodaetica et Cartographica Sinica, 2016, 45(4): 466-474.

References

[1] 陈军, 王东华, 商瑶玲, 等. 国家1:50000数据库更新工程总体设计研究与技术创新[J]. 测绘学报, 2010, 39(1):7-10. CHEN Jun, WANG Donghua, SHANG Yaoling, et al. Master Design and Technical Development for National 1:50000 Topographic Data-base Updating Engineering in China[J]. Acta Geodaetica et Cartographica Sinica, 2010, 39(1):7-10.
[2] RUIZ J J, ARIZA F J, UREÑA M A, et al. Digital Map Conflation:A Review of the Process and a Proposal for Classification[J]. International Journal of Geographical Information Science, 2011, 25(9):1439-1466.
[3] 张丰, 刘南, 刘仁义, 等. 面向对象的地籍时空过程表达与数据更新模型研究[J]. 测绘学报, 2010, 39(3):303-309. ZHANG Feng, LIU Nan, LIU Renyi, et al. Research of Cadastral Data Modelling and Database Updating Based on Spatio-temporal Process[J]. Acta Geodaetica et Cartographica Sinica, 2010, 39(3):303-309.
[4] 陈军, 周晓光. 基于拓扑联动的增量更新方法研究:以地籍数据库为例[J]. 测绘学报, 2008, 37(3):322-329, 337. CHEN Jun, ZHOU Xiaoguang. Incremental Updating of Spatial Database Based on Topological Linkage:Taking Cadastral Database's Updating as an Example[J]. Acta Geodaetica et Cartographica Sinica, 2008, 37(3):322-329, 337.
[5] 张新长, 郭泰圣, 唐铁. 一种自适应的矢量数据增量更新方法研究[J]. 测绘学报, 2012, 41(4):613-619. ZHANG Xinchang, GUO Taisheng, TANG Tie. An Adaptive Method for Incremental Updating of Vector Data[J]. Acta Geodaetica et Cartographica Sinica, 2012, 41(4):613-619.
[6] 许俊奎, 武芳, 钱海忠. 多比例尺地图中居民地要素之间的关联关系及其在空间数据更新中的应用[J]. 测绘学报, 2013, 42(6):898-905, 912. XU Junkui, WU Fang, QIAN Haizhong. The Establishment and Usage of the Neighborhood Scale Settlement Features' Links in Spatial Data Updating Process[J]. Acta Geodaetica et Cartographica Sinica, 2013, 42(6):898-905, 912.
[7] 童小华, 邓愫愫, 史文中. 基于概率的地图实体匹配方法[J]. 测绘学报, 2007, 36(2):210-217. TONG Xiaohua, DENG Susu, SHI Wenzhong. A Probabilistic Theory-based Matching Method[J]. Acta Geodaetica et Cartographica Sinica, 2007, 36(2):210-217.
[8] 赵东保, 盛业华. 全局寻优的矢量道路网自动匹配方法研究[J]. 测绘学报, 2010, 39(4):416-421. ZHAO Dongbao, SHENG Yehua. Research on Automatic Matching of Vector Road Networks Based on Global Optimization[J]. Acta Geodaetica et Cartographica Sinica, 2010, 39(4):416-421.
[9] 张云菲, 杨必胜, 栾学晨. 利用概率松弛法的城市路网自动匹配[J]. 测绘学报, 2012, 41(6):933-939. ZHANG Yunfei, YANG Bisheng, LUAN Xuechen. Automated Matching Urban Road Networks Using Probabilistic Relaxation[J]. Acta Geodaetica et Cartographica Sinica, 2012, 41(6):933-939.
[10] 黄智深, 钱海忠, 郭敏, 等. 面向居民地匹配骨架线傅里叶变化方法[J]. 测绘学报, 2013, 42(6):913-921. HUANG Zhishen, QIAN Haizhong, GUO Min, et al. Matching Algorithm of Polygon Habitations Based on Their Skeleton-lines Using Fourier Transform[J]. Acta Geodaetica et Cartographica Sinica, 2013, 42(6):913-921.
[11] 胡云岗, 陈军, 李志林, 等. 地图数据缩编更新的模式分类与选择[J]. 地理与地理信息科学, 2007, 23(4):22-24. HU Yungang, CHEN Jun, LI Zhilin, et al. Study on Modes of Map Data Updating Based on Generalization[J]. Geography and Geo-Information Science, 2007, 23(4):22-24.
[12] 田文文, 朱欣焰, 呙维. 一种VGI矢量数据增量变化发现的多层次蔓延匹配算法[J]. 武汉大学学报(信息科学版), 2014, 39(8):963-967, 973. TIAN Wenwen, ZHU Xinyan, GUO Wei. A VGI Vector Road Data Increment Distinguishing Research Based on Multilevel Spreading Algorithm[J]. Geomatics and Information Science of Wuhan University, 2014, 39(8):963-967, 973.
[13] 陈军, 林艳, 刘万增, 等. 面向更新的空间目标快照差分类与形式化描述[J]. 测绘学报, 2012, 41(1):108-114. CHEN Jun, LIN Yan, LIU Wanzeng, et al. Formal Classification of Spatial Incremental Changes for Updating[J]. Acta Geodaetica et Cartographica Sinica, 2012, 41(1):108-114.
[14] 林艳, 陈军, 赵仁亮, 等. 顾及时空目标边界不一致性的增量识别计算[J]. 测绘学报, 2014, 43(4):411-418.DOI:10.13485/j.cnki.11-2089.2014.0061. LIN Yan, CHEN Jun, ZHAO Renliang, et al. Increments Recognition and Calculation Considering the Constraints of Spatio-Temporal Boundaries[J]. Acta Geodaetica et Cartographica Sinica, 2014, 43(4):411-418.DOI:10.13485/j.cnki.11-2089.2014.0061.
[15] 罗国玮, 张新长, 齐立新, 等. 矢量数据变化对象的快速定位与最优组合匹配方法[J]. 测绘学报, 2014, 43(12):1285-1292. DOI:10.13485/j.cnki.11-2089.2014.0191. LUO Guowei, ZHANG Xinchang, QI Lixin, et al. The Fast Positioning and Optimal Combination Matching Method of Change Vector Object[J]. Acta Geodaetica et Cartographica Sinica, 2014, 43(12):1285-1292. DOI:10.13485/j.cnki.11-2089.2014.0191.
[16] 艾廷华, 毋河海. 相邻多边形共享边界的一致化改正[J]. 武汉测绘科技大学学报, 2000, 25(5):426-431. AI Tinghua, WU Hehai. Consistency Correction of Shared Boundary between Adjacent Polygons[J]. Journal of Wuhan Technical University of Surveying and Mapping, 2000, 25(5):426-431.
[17] 邓敏, 刘文宝, 冯学智. GIS中地理边线不一致性的处理[J]. 遥感学报, 2005, 9(4):343-348. DENG Min, LIU Wenbao, FENG Xuezhi. Dealing with Inconsistency between Digital Geographic Lines from Multi-data Sources in GIS[J]. Journal of Remote Sensing, 2005, 9(4):343-348.
[18] 杨敏, 艾廷华, 刘鹏程, 等. 等高线与水网数据集成中的匹配及一致性改正[J]. 测绘学报, 2012, 41(1):152-158. YANG Min, AI Tinghua, LIU Pengcheng, et al. The Matching and Consistency Correcting in the Integration of Contour and River Network[J]. Acta Geodaetica et Cartographica Sinica, 2012, 41(1):152-158.
[19] 李国辉, 许文帅, 龙毅, 等. 面向等高线与河流冲突处理的多约束移位方法[J]. 测绘学报, 2014, 43(11):1204-1210. DOI:10.13485/j.cnki.11-2089.2014.0189. LI Guohui, XU Wenshuai, LONG Yi, et al. A Multi-constraints Displacement Method for Solving Spatial Conflict between Contours and Rivers[J]. Acta Geodaetica et Cartographica Sinica, 2014, 43(11):1204-1210. DOI:10.13485/j.cnki.11-2089.2014.0189.
[20] 刘坡, 张宇, 龚建华. 中误差和邻近关系的多尺度面实体匹配算法研究[J]. 测绘学报, 2014, 43(4):419-425.DOI:10.13485/j.cnki.11-2089.2014.0062. LIU Po, ZHANG Yu, GONG Jianhua. Root Mean Square Error and Neighbouring Relation Matching Approach for Multi-scale Areal Feature[J]. Acta Geodaetica et Cartographica Sinica, 2014, 43(4):419-425.DOI:10.13485/j.cnki.11-2089.2014.0062.
[21] QI Huabing, LI Zhanling, CHEN Junnan. Automated Change Detection for Updating Settlements at Smaller-scale Maps from Updated Larger-scale Maps[J]. Journal of Spatial Science, 2010, 55(1):133-146.
[22] MULLER J C. Fractal and Automated Line Generalization[J]. The Cartographic Journal, 1987, 24(1):27-34.
[23] 艾廷华, 郭仁忠. 基于约束Delaunay结构的街道中轴线提取及网络模型建立[J]. 测绘学报, 2000, 29(4):348-354. AI Tinghua, GUO Renzhong. Extracting Center-lines and Building Street Network Based on Constrained Delaunay Triangulation[J]. Acta Geodaetica et Cartographica Sinica, 2000, 29(4):348-354.
[24] LI Zhilin, OPENSHAW S. A Natural Principle for the Objective Generalization of Digital Maps Data[J]. Cartography and Geographic Information Systems, 1993, 20(1):19-29.
[25] 刘鹏程, 艾廷华, 邓吉芳. 基于最小二乘的建筑物多边形的化简与直角化[J]. 中国矿业大学学报, 2008, 37(5):699-704. LIU Pengcheng,AI Tinghua, DENG Jifang. Simplification and Rectangularity of Building-polygon Based on Least Squares Adjustment[J]. Journal of China University of Mining & Technology, 2008, 37(5):699-704.
[26] 许文帅, 龙毅, 周侗, 等. 基于邻近四点法的建筑物多边形化简[J]. 测绘学报, 2013, 42(6):929-936. XU Wenshuai,LONG Yi,ZHOU Tong,et al.Simplification of Building Polygon Based on Adjacent Four-point Method[J]. Acta Geodaetica et Cartographica Sinica, 2013, 42(6):929-936.