مقاله‌ی دسترسی آزاد

Visual structural inspection datasets

چکیده

As research has turned to the success of artificial intelligence augment inspection process, need for image data is particularly present. However, across structural and health monitoring literature, it commonly noted that scarce. Thus, we have procured most extensive collection datasets in field. We compiled a eighty-six papers with pertaining machine learning algorithms. This lake provides an exceptionally rich starting point researchers use when beginning their next application visual inspection. Additionally, continue growth this lake, catalog available as collaborative table which may be edited extended upon over time. Furthermore, through our review, discovered trends experimental data, identified emerging promising methods, provided suggestions data-driven future.

اسناد مشابه

  • Methodology for generating synthetic labeled datasets for visual container inspection

    مقاله‌ی دسترسی آزاد۲۰۲۳Transportation Research Part E-logistics and Transportation Review['Guillem Delgado', 'Andoni Cortés', 'Sara García', 'Estíbaliz Loyo', 'Maialen Berasategi', 'Nerea Aranjuelo', '']

    Nowadays, containerized freight transport is one of the most important transportation systems that undergoing an automation process due to Deep Learning success. However, it suffers from a lack annotated data in order incorporate state-of-the-art neural network models its systems

  • Feedback strategies for visual search in airframe structural inspection.

    سند علمی۱۹۹۷International journal of industrial ergonomicsA K Gramopadhye, C G Drury, J Sharit

    Feedback of information has consistently shown positive results in human inspection, provided it is given in a timely and appropriate manner. Feedback serves as the basis of most training schemes; traditionally this has been performance feedback. Other forms of feedback which pro

  • Loupe - An Online Tool for Inspecting Datasets in the Linked Data Cloud

    سند علمی۲۰۱۵International Semantic Web ConferenceNandana Mihindukulasooriya, María Poveda-Villalón, Raúl García-Castro, Asunción Gómez-Pérez

    The Linked Data initiative continues to grow making more datasets available; however, discovering the type of data contained in a dataset, its structure, and the vocabularies used still remains a challenge hindering the querying and reuse. VoID descriptions provide a starting poi

  • Digital Image Processing for Evaluating Defect Level in Visual Quality Inspection

    سند علمی۲۰۱۰

    The traditional construction industry dilemma concerns the definition of an overall quality standard and acceptable level especially in aesthetic issue because some work items in visual inspection are difficult to measure the absolute defect quantity. These are limited by using h

  • Crack Detection using a Texture Analysis-based Technique for Visual Bridge Inspection

    سند علمی۲۰۱۵G. P. Bu, S. Chanda, H. Guan, J. Jo

    Bridge inspection is a pathway to bridge condition rating assessment, and is an essential element of any bridge management system (BMS). The success of a BMS is highly dependent on the quality of bridge inspection outcomes and accurate estimation of future bridge condition rating

  • Mining Linguistic Information for Configuring a Visual Surface Inspection System

    سند علمی۲۰۰۹IFSA/EUSFLAT Conf.David Martín, Domingo Miguel Guinea, María C. García-Alegre, Domingo Guinea

    The configuration of a surface inspection vision system as a complex task, requires mining associations among attributes due to the variability of the surface and the environment in real-time production process. The surface inspection task has to change to deal with different ele