共查询到14条相似文献,搜索用时 15 毫秒
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David S. Mahler Zuhair B. Kharoufa Edward K. Wong‡ Leonard G. Shaw 《Computer-Aided Civil and Infrastructure Engineering》1991,6(1):1-14
Abstract: We demonstrate the feasibility of applying image processing techniques to the analysis of pavement distress due to cracking. Pavement image samples were obtained using a custom-designed data acquisition system called the Automatic Crack Monitor (ACM). The image samples conteining pavement cracks are parameters, are extracted using techniquesw described in this paper. The crack parameters are necessary measures used in calculations of the Pavement Serviceability Index (PSI), which is used by highway maintenance engineers to decide whether a certain pavement section needs to be repaired. Experimental results are shown and the potential harware implementation of the developed techniques is also discussed. 相似文献
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Abstract: This article presents a two-dimensional (2-D) color, shape, and texture-based stop sign recognition algorithm. The theoretical base of establishing a suitable 2-D correlation coefficient threshold value that can both eliminate nonstop sign objects and minimize the possibility of false-positive identifications is presented. Both the one-dimensional (1-D) algorithm, which has been developed by the authors, and the 2-D algorithm provide a simple and feasible means to automatically extract stop signs from roadway inventory video images with a very competitive computation speed of less than 25 ms for processing a 400 × 300 pixel image. The 2-D algorithm was able to correctly detect all of the images that were correctly detected by the 1-D algorithm. In addition, the 2-D algorithm could correctly detect two of the remaining five images that could not be correctly detected by the 1-D algorithm. The type of images that can be correctly detected by the 2-D algorithm but not the 1-D algorithm is significant because there is a need to recognize the tilted stop signs. The 2-D algorithm can detect stop signs tilted up to 35°. Similarly, the 2-D algorithm can detect a stop sign with its surface being blocked up to 20%. The improved detectability, with only a marginally increased time in the image processing, suggests that the 2-D algorithm is a better algorithm than the 1-D algorithm for processing stop sign images from video logging of roadway inventory. This algorithm can be extended to recognize other signs, such as yield signs, with a slight modification. 相似文献
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以复合材料加固前后的盾构隧道管片为对象,进行了盾构隧道管片在侧向荷载作用下变形能力和极限承载力的整环加载试验,使用图像处理技术对加固前后衬砌圆环管片接缝两侧的位移变化进行了研究。根据加载过程中不同时刻的试验图像,使用粒子图像测速技术得到了不同时刻、不同位置接缝两侧混凝土管片的位移变化情况。结果表明:未加固阶段管片顶部接缝处管片表面位移相对较小,两侧位移变化不相等,封顶块位移大于邻接块位移,加载结束时最大位移发生在封顶块位置;整环加固后,封顶块位移大于邻接块位移,加载结束时裂缝开始扩展;加固前后位移变化幅度大小次序依次是封顶块、标准块、邻接块和底块,破坏最先发生位置是封顶块和邻接块的连接位置;使用复合材料加固后,各处接缝两侧管片位移变化幅度及整体位移变化量均小于加固前,管片承载力增加,强度明显提高。本文结果对研究隧道衬砌破坏机理有一定的参考价值。 相似文献
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Fire Technology - Fire is one of the most dangerous natural/manmade disasters that endangers human life and property. Although early fire smoke detection systems have become increasingly... 相似文献
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GREGORY COX DONALD CURPHEY DONALD FRONEK JAMES WILSON 《Computer-Aided Civil and Infrastructure Engineering》1986,1(1):1-13
This article presents microprocessor measurement techniques for a multi-cameera video system mounted in a van type vehicle that will observe a 12-foot lane of road surface. Because of the high speed processing requirement of the vision system, several 68020 microprocessors are employed to handle data and detect various cracking patterns while the vehicle is in motion at highway speeds. As the image processing system collects the data, a host microprocessor computes an instantaneous and cumulative pavement score that will be used by the operator and the Pavement Management System, PMS, for further analysis and maintence considerations. The article presents an overview of the microprocessor driven PMS using high speed hardware circuitry for real-time processing. Development of the system is underway by the Earth Technology Corporation and Louisiana Tech University. 相似文献
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A texture‐Based Video Processing Methodology Using Bayesian Data Fusion for Autonomous Crack Detection on Metallic Surfaces 下载免费PDF全文
Fu‐Chen Chen Mohammad R. Jahanshahi Rih‐Teng Wu Chris Joffe 《Computer-Aided Civil and Infrastructure Engineering》2017,32(4):271-287
Regular inspection of the components of nuclear power plants is important to improve their resilience. However, current inspection practices are time consuming, tedious, and subjective: they involve an operator manually locating cracks in metallic surfaces in the plant by watching videos. At the same time, prevalent automatic crack detection algorithms may not detect cracks in metallic surfaces because these are typically very small and have low contrast. Moreover, the existences of scratches, welds, and grind marks lead to a large number of false positives when state‐of‐the‐art vision‐based crack detection algorithms are used. In this study, a novel crack detection approach is proposed based on local binary patterns (LBP), support vector machine (SVM), and Bayesian decision theory. The proposed method aggregates the information obtained from different video frames to enhance the robustness and reliability of detection. The performance of the proposed approach is assessed by using several inspection videos. The results indicate that it is accurate and robust in cases where state‐of‐the‐art crack detection approaches fail. The experiments show that Bayesian data fusion improves the hit rate by 20% and the hit rate achieves 85% with only one false positive per frame. 相似文献
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本文是关于一个拉萨市太阳能供暖试点工程的成功实例。文中提出了该工程的设计方案和原理,并对供暖系统采集的数据进行了分析计算,这些数据对拉萨市现状建筑的采暖设计参数的选取以及太阳能供热系统的优化设计都具有重要意义。 相似文献