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Images of Construction and Demolition Waste Consting of Brick Transported on a Conveyor Belt - Recording with a Mass Flow of 20 g per s

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Zenodo2023-04-06 更新2026-05-26 收录
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This data set comprises images of bulk material of brick on a conveyor belt. The images were recorded on the small-scale optical belt sorter Tablesort. A thorough description of the system can be found in <em>Georg Maier, Florian Pfaff, Christoph Pieper, Robin Gruna, Benjamin Noack, Harald Kruggel-Emden,Thomas Längle, Uwe D. Hanebeck, Jürgen Beyerer</em>, <strong>Experimental Evaluation of a Novel Sensor-Based Sorting Approach Featuring Predictive Real-Time Multiobject Tracking</strong>,Transactions on Industrial Electronics, February 2020. See also the project website. This dataset is part of a batch of recordings of construction and demolition waste consisting of brick and sand-lime brick on optical sorters. Please use the search function with the keywords "Images of Construction and Demolition Waste" (in quotes) to find them. The data set was recorded with a Bonito CL-400C. Please see the debayer script on GitHub https://github.com/geomai/debayer_bonito. The frame rate is approximately 192 Hz. <br> To this date, publications that used this data include <em>Marcel Reith-Braun, Albert Bauer, Maximilian Staab, Florian Pfaff, Georg Maier, Robin Gruna, Thomas Längle, Jürgen Beyerer, Harald Kruggel-Emden and Uwe D. Hanebeck</em>, <strong>GridSort: Image-based Optical Bulk Material Sorting Using Convolutional LSTMs</strong>, 22nd IFAC World Congress, Yokohama, Japan, July 2023. <strong>Acknowledgment</strong><br> The IGF project 20354 N of the research association Forschungs-Gesellschaft Verfahrens-Technik e.V. (GVT) was supported via the AiF in a program to promote the Industrial Community Research and Development (IGF) by the Federal Ministry for Economic Affairs and Climate Action on the basis of a resolution of the German Bundestag.

本数据集包含传送带上块状砖料的图像。这些图像采集自小型光学带式分选机Tablesort。该系统的详细说明可参见<em>Georg Maier、Florian Pfaff、Christoph Pieper、Robin Gruna、Benjamin Noack、Harald Kruggel-Emden、Thomas Längle、Uwe D. Hanebeck、Jürgen Beyerer</em>发表于2020年2月《IEEE工业电子学汇刊》(*Transactions on Industrial Electronics*)的论文《Experimental Evaluation of a Novel Sensor-Based Sorting Approach Featuring Predictive Real-Time Multiobject Tracking》(《一种集成预测性实时多目标跟踪的新型传感器分选方法的实验评估》)。亦可参考该项目官网。 本数据集是一批在光学分选机上采集的建筑与拆除废料(含砖块与灰砂砖)影像的组成部分。请以带引号的关键词“Images of Construction and Demolition Waste”调用搜索功能,即可检索到相关数据集。 本数据集由Bonito CL-400C相机采集。请参阅GitHub平台上的去拜耳化脚本:https://github.com/geomai/debayer_bonito。图像帧率约为192 Hz。 截至目前,使用本数据集的已发表文献包括<em>Marcel Reith-Braun、Albert Bauer、Maximilian Staab、Florian Pfaff、Georg Maier、Robin Gruna、Thomas Längle、Jürgen Beyerer、Harald Kruggel-Emden、Uwe D. Hanebeck</em>发表于2023年7月日本横滨第22届国际自动控制联合会(IFAC)世界大会的论文《GridSort: Image-based Optical Bulk Material Sorting Using Convolutional LSTMs》(《GridSort:基于卷积长短期记忆网络的图像式光学块状物料分选》)。 **致谢** 德国过程技术研究协会(Forschungs-Gesellschaft Verfahrens-Technik e.V.,缩写GVT)的IGF项目20354 N,由德国联邦经济事务与气候行动部依据德国联邦议会决议,通过工业共同体研究与发展(IGF)促进计划下的AiF资助。

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Zenodo
创建时间:
2023-04-06
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