Estimation of crowd density from UAVs images based on corner detection procedures and clustering analysis     

Ali Almagbile 《地球空间信息科学学报》2019,22(1):23-34

With rapid developments in platforms and sensors technology in terms of digital cameras and video recordings, crowd monitoring has taken a considerable attentions in many disciplines such as psychology, sociology, engineering, and computer vision. This is due to the fact that, monitoring of the crowd is necessary to enhance safety and controllable movements to minimize the risk particularly in highly crowded incidents (e.g. sports). One of the platforms that have been extensively employed in crowd monitoring is unmanned aerial vehicles (UAVs), because UAVs have the capability to acquiring fast, low costs, high-resolution and real-time images over crowd areas. In addition, geo-referenced images can also be provided through integration of on-board positioning sensors (e.g. GPS/IMU) with vision sensors (digital cameras and laser scanner). In this paper, a new testing procedure based on feature from accelerated segment test (FAST) algorithms is introduced to detect the crowd features from UAV images taken from different camera orientations and positions. The proposed test started with converting a circle of 16 pixels surrounding the center pixel into a vector and sorting it in ascending/descending order. A single pixel which takes the ranking number 9 (for FAST-9) or 12 (for FAST-12) was then compared with the center pixel. Accuracy assessment in terms of completeness and correctness was used to assess the performance of the new testing procedure before and after filtering the crowd features. The results show that the proposed algorithms are able to extract crowd features from different UAV images. Overall, the values of Completeness range from 55 to 70 % whereas the range of correctness values was 91 to 94 %.  相似文献   

基于地面运动强度及标准贯入试验的上海地区砂土地震液化评价     

李雪  曾毓燕  郁飞  施刚 《地质力学学报》2021,27(6):998-1010

上海市地处长江三角洲前缘,黄浦江和苏州河交汇区域,特殊的地理环境与沉积环境导致浅部砂层广泛发育。随着城市建设的不断推进,上海城市区域范围的砂土地震液化风险评价成为亟待研究的课题。文章基于上海市工程钻孔数据,结合地震地面运动加速度分布与标准贯入试验,建立区域性地震液化危险性评价模型,对上海市进行了地震液化危险性评价。研究认为当发生50年超越概率10%的地震条件下,上海市陆域面积的66.0%将不会产生地震砂土液化灾害,21.8%的陆域面积仅发生轻微液化,只有崇明、横沙、长兴三岛,黄浦江及苏州河两岸地震液化等级达到中等甚至严重,占全市陆域面积12.3%;50年超越概率2%的地震条件下,随着峰值地面运动加速度整体升高,全市范围内轻微—严重液化区域明显增多,可能发生地震液化的总面积达到全市陆域面积46.25%。上海市存在砂土地震液化的危险性,但是发生概率较低。研究认为,目前的抗震设计规范中上海市的设防烈度偏高,可能导致不必要的建设成本。同时研究中的不同超越概率下的地震液化危险性评价结果为上海市工程建设相关标准的合理化改进的提供了建议和参考。   相似文献   

对ECWMF和T639数值模式产品在新疆暴雪影响系统预报能力中的检验     

马超  贾丽红  杨霞 《沙漠与绿洲气象(新疆气象)》2015,9(2):31-37

本文使用2009～2012年新疆冬季43场暴雪天气过程中ECWMF和Ｔ639L60（2.5*2.5）数值预报产品预报场资料,通过天气学检验方法,对新疆主要影响系统,即西西伯利亚低槽、乌拉尔山大槽、北方横槽、中亚低值系统和其对应的高空500hPa形势、海平面气压做72小时内的滚动预报场与相对应实况场的检验。检验结果表明：两家模式对于高空500hPa形势场预报都比较好,尤其是48h之内,ECWMF的准确率略高于T639;海平面气压场两家模式的预报准确率均低于500hPa形势场,T639要优于ECWMF,尤其是48h之内,一般海平面气压中心强度的预报值较实况会有偏小3～5hPa的误差,以上结论可较好地指导预报业务。  相似文献   

冻土中几类力学试验方法的探讨   总被引：3，自引：2，他引：1  

徐湘田  赖远明  刘峰  常小晓  董元宏 《冰川冻土》2011,33(5):1132-1138

获取寒区工程设计中冻土的物理力学指标及冻土本构模型中的模型参数都离不开冻土的力学试验.随着对冻土力学性质研究的深入,需要考察更多加载路径下冻土的力学行为,这也是检验已有冻土本构模型的有效途径.因此,精确的冻土力学试验是认识冻土力学性质的基本手段.为进一步考察冻土的力学性质,提高冻土力学试验的精度,应用MTS-810低温...  相似文献   

遥感影像快速正射处理系统测试方案探讨     

李海军 《测绘与空间地理信息》2011,(6):73-75

在Ortho系统发布前的软件测试中设计了一套测试方案,按照该方案中的测试路线和方法,通过采用各种基础资料进行试生产和与PCI软件的比对,测定了Ortho系统存在的缺陷和不足,并结合实际情况,给出了恰当的分析意见和验证了方案的正确性。  相似文献   

计算数据域特征值的两种算法     

洪忠渝 《中国海洋大学学报(自然科学版)》1994,(Z2)

设计两种计算数据域特征值的算法。此特征值通常是用线性反馈移位寄存器（ＬＦ－ＳＲ）组成的特征分析器得到的．在数据已按字节存放和速度要求不高的场合下，本算法将是十分方便和有用的．  相似文献   

大口径管井降水在北京地铁施工中的应用     

马健  冯科明 《岩土工程技术》2012,26(4):204-207

大口径管井降水方法是应用较为广泛的、成熟的地下水控制措施。但因施工准入门槛低,在土建施工造价中所占比重较小,往往得不到重视,常出现边坡失稳、底板隆起等重大损失。基于抽水试验成果完成方案设计,抓准施工质量关键点是实现良好降水效果的必要条件。  相似文献   

Filtration and Clogging Behavior of Geotextiles with Roorkee Soils     

Bal Krishna Maheshwari  Deepak A. Gunjagi 《Geotechnical and Geological Engineering》2008,26(1):101-107

Geotextile filters are rapidly replacing graded granular filters as the standard of practice in geotechnical design. The objective of the present study is to predict the behavior of the geotextile filter for the locally (Roorkee—India) available soils using three different geotextiles (two nonwoven and one woven). Nonwoven geotextiles are commonly used in filtration applications. This paper evaluates the long-term performance of two needle-punched nonwoven geotextiles and one woven geotextile. Filtration tests on soil–geotextile filter systems were conducted in the laboratory in order to evaluate the filtration and clogging behavior. Laboratory test program, include evaluation of performance of two different nonwoven and one woven geotextile filters in combination with locally available Solani River Sand and Clayey Soil. The paper describes the concept and details of the Fine Fraction Filtration (F³) test and presents data on three different geotextiles, which were evaluated using three different soil types. It is deduced that in all filtration applications, the non-woven geotextile would perform better than the woven geotextile.  相似文献   

Trend analysis of major hydroclimatic variables in the Langat River basin,Malaysia     

《Singapore journal of tropical geography》2018,39(2):192-214

Trend analyses of monthly, seasonal and annual rainfall, air temperature, and streamflow were performed using Mann‐Kendall test within the Langat River basin to identify gradual trends and abrupt shifts for 1980 − 2010. Annual rainfall showed an increasing trend in upstream flow, a combination of decreasing and increasing trends in middle stream flow, and a decreasing trend in downstream flow. Monthly rainfall in most months displayed an insignificant increasing trend upstream. Stations with significant increasing trends showed larger trends in summer than those of other seasons. However, they were similar to the trends observed in annual rainfall. Annual minimum air temperature showed a significant decreasing trend upstream and significant increasing trends in the middle stream and downstream areas. Annual maximum air temperature portrayed increasing trends in both upstream and middle stream areas, and a decreasing trend for the downstream area. Both monthly and seasonal maximum air temperatures exhibited an increasing trend midstream, whereas they demonstrated trends of both decreasing and/or increasing temperatures at upstream and downstream areas. Annual streamflow in upper, middle and lower catchment areas exhibited significant increasing trend at the rates of 0.036, 0.023 and 0.001 × 10³ m³/y at α = 0.01, respectively. Seasonal streamflow in the upstream, midstream and downstream areas displayed an increasing trend for spring (0.55, 0.33 and 0.013 m³/y respectively) and summer (0.51, 0.37, 0.018 m³/y respectively). The greatest magnitude of increased streamflow occurred in the spring (0.54 m³/y). Significant increasing trends of monthly streamflow were noticed in January and August, but insignificant trends were found in May, September and November at all stations. Annual streamflow records at the outlet of the basin were positively correlated with the annual rainfall variable. This study concludes that the climate of the Langat River basin has been getting wetter and warmer during 1980‐2010.  相似文献   

北京市地铁暗挖施工沉降控制探讨   总被引：1，自引：0，他引：1  

焦猛 《北京测绘》2008,(3):67-71

仅以北京市地铁4#线张自忠车站主体暗挖施工的沉降监控项目为研究背景,对穿越城市主干道的车站结构暗挖施工进行连续性的沉降变形监测;从地下构筑物暗挖施工的工序变化与地表沉降的关系进行试验研究.在预测基础上对获取的数据进行多层次的统计与分析,以研究其变形规律与稳定性,实现了信息化施工.  相似文献