AdaBoost算法在街景图像数据隐私保护中的应用

针对街景图像数据提出一种图像数据隐私保护技术,研究了基于Ada Boost的人脸检测技术,针对街景图特点,引入肤色检测和眼睛定位技术来提高街景图像的检测速度和精确程度。同时,研究了基于Ada Boost的车牌检测技术,并结合街景图中车辆位置与车牌颜色特征来提高检测的精确程度。最后讨论了对人脸与车牌视觉内容的保护技术。     

小波框架的彩色图像泊松去噪

噪声是影响图像质量的重要因素,噪声的存在导致图像的某些特征细节不能被辨识以及图像的信噪比下降,所以图像去噪是图像处理中的一个重要问题.本文提出了基于小波框架的彩色图像的泊松去噪模型.在该模型中,赋权的l²项作为保真项,包含小波框架的l¹项作为正则项.同时,又提出了解决该模型的重新赋权的split Bregman算法.最后,利用仿真实验以及PSNR（峰值信噪比）指标对该模型的去噪效果进行评估,评估结果表明该算法可行、有效.     

Accuracy and precision of different sampling strategies and flux integration methods for runoff water: comparisons based on measurements of the electrical conductivity

Because of their fast response to hydrological events, small catchments show strong quantitative and qualitative variations in their water runoff. Fluxes of solutes or suspended material can be estimated from water samples only if an appropriate sampling scheme is used. We used continuous in‐stream measurements of the electrical conductivity of the runoff in a small subalpine catchment (64 ha) in central Switzerland and in a very small (0·16 ha) subcatchment. Different sampling and flux integration methods were simulated for weekly water analyses. Fluxes calculated directly from grab samples are strongly biased towards high conductivities observed at low discharges. Several regressions and weighted averages have been proposed to correct for this bias. Their accuracy and precision are better, but none of these integration methods gives a consistently low bias and a low residual error. Different methods of peak sampling were also tested. Like regressions, they produce important residual errors and their bias is variable. This variability (both between methods and between catchments) does not allow one to tell a priori which sampling scheme and integration method would be more accurate. Only discharge‐proportional sampling methods were found to give essentially unbiased flux estimates. Programmed samplers with a fraction collector allow for a proportional pooling and are appropriate for short‐term studies. For long‐term monitoring or experiments, sampling at a frequency proportional to the discharge appears to be the best way to obtain accurate and precise flux estimates. Copyright © 2006 John Wiley & Sons, Ltd.     

SOFTWARE REVIEWS

software reviews are in this article BMDP/PC CONCEPTS COMPUTERIZED ATLAS EVALUATION OF ALTERNATE PROPOSALS (EAP) EXTRA: EXPRESS TRANSIT ANALYSIS MATC CAD MOTORS TRANSPORTATION PACKAGE PCMAP: Thematic Mapping Software for the IBM Personal Computer, Version 2.3 PLACE TRANPLAN . US-ATLAS     

Effects of the number of stations and time resolution on derivation

For at least 30 years now it has been well known that the Dst index can be modelled using the solar wind as input. Since then, many attempts have been made to improve the predictability of Dst using different approaches. These attempts are useful, for instance, to understand which features of the solar wind–magnetosphere interactions are most important in producing magnetospheric activity and how the Dst index would improve the space weather forecast. The Dst index is by far the most reliable and simple indication that a magnetic storm is in progress. In this work, the effect of using more than four magnetic stations and shorter time intervals than the hourly averages used in Sugiura's procedures is evaluated. The discussion is based on the results presented by Burton in 1975 and Feldstein in 1984 considering 4 or 12 magnetic stations and time averages of 2.5 min for a magnetic disturbed period that occurred from February 7–28, 1967, including two geomagnetic storms. The analysis has shown that the global representation of a magnetic storm by the standard Dst (Sugiura) is well preserved either using 4, 6, 12 magnetic stations or using 1 h, 2.5 min 1 min averages. A brief review of the current understanding of Dst has been included to support the discussions. The analysis performed has shown that a more refined Dst index (time and number of stations>4) would be useful to investigate the intrinsic processes and the different current systems involved in the ring current development during magnetic storms; the standard Dst, as it is conceived, is quite adequate to monitor geomagnetic storms and identify their overall features; concerning the magnetic stations normally considered, the inclusion of higher magnetic latitude stations (>35) may underestimate the observed Dst.     

遥感信源色彩信号的提取与复现

提出遥感信源色彩信号的提取及复现理论,给出了可操作的技术路线,设计了提取与复现程序,用MODIS(中等分辨率航天成像光谱仪)数据提取并复现了色彩信号,生成了色彩信号图像。未进行大气校正的色彩信号图像等效于太空对地摄影,从图像可看出,地物被笼罩在瑞利散射形成的蓝色“云雾”下。经瑞利散射纠正后的色彩信号图像接近于地面真彩色摄影,非专业人员能根据地物颜色及阴影判读出常见地物。理论可用于遥感信源地面真彩色图像重建、色彩信号不完整信源彩色仿真、航天对地真彩色摄影、信源质量评价。     

城市电子地图色调分类理论研究

通过分析当前城市电子地图色彩设计中存在的问题,提出了城市电子地图色调分类理论,探讨了该理论产生的原因和理论概况。通过对各种城市电子地图色调分类的粗略比较,将地图色调宽泛地定义为五种基本类型:清新淡雅型、热烈奔放型、知性沉稳型、甜美柔媚型和专业高效型。通过大量的检索和实践,分别归纳得出各个类型的地图色调配色参考系数,从而搭建出一个城市电子地图色调定位的色彩设计数据库并进行了实践。实践表明该库的建立对普通用户设计地图提供了一定的帮助,具有一定的实用价值。     

测绘卫星的姿态控制技术

通过分析测绘卫星的姿态控制要求, 研究了卫星姿态控制所涉及的主要误差源, 提出了相应的解决措施, 针对测绘卫星的需求进行了姿态控制系统方案设计。     

背景场资料与参数化方案对暴雨预报的影响

利用GRAPES—meso模式和T213资料,对2007年7月18日发生在我国四川盆地和华东地区一次大暴雨过程进行多组数值试验,以分析侧边界资料、驱动资料的垂直分辨率、模式积分区域、云物理参数及边界参数对GRAPES—nleso模式降水预报影响。试验结果表明：（1）侧边界资料对模式降水预报结果影响较小,驱动GRAPES—meso的全球模式产品质量提高,降水预报结果越好;（2）驱动资料垂直分辨率的高低对降水预报结果影响较大,分辨率越高,预报能力越强,反之越弱;（3）模式积分区域对降水预报结果也有明显影响,区域越大,降水预报未必总是最好;（4）物理过程和边界参数试验表明,WSM6方案与KFeta方案组合的24小时降水预报与实况更接近。