A Concept for Camera-based Classification of Load Carriers

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dc.identifier.uri http://dx.doi.org/10.15488/11268
dc.identifier.uri https://www.repo.uni-hannover.de/handle/123456789/11355
dc.contributor.author Holm, Dimitrij-Marian
dc.contributor.author Fottner, Johannes
dc.contributor.editor Herberger, David
dc.contributor.editor Hübner, Marco
dc.date.accessioned 2021-08-19T08:32:18Z
dc.date.issued 2021
dc.identifier.citation Holm, D.-M.; Fottner, J.: A Concept for Camera-based Classification of Load Carriers. In: Herberger, D.; Hübner, M. (Eds.): Proceedings of the Conference on Production Systems and Logistics : CPSL 2021. Hannover : publish-Ing., 2021, S. 23-31. DOI: https://doi.org/10.15488/11268
dc.description.abstract Due to growing environmental awareness, the Circular Economy and in particular the concept of Reverse Logistics (RL) are more and more becoming the focus of industry, yielding ecological as well as economic advantages. However, the successful implementation of the concepts requires that several challenges be met. One of the most common challenges is the lack of information within RL. One proposed solution is to use more Automatic Identification Systems (Auto-ID) to track returning goods and close the information gaps between RL participants. Currently available identification systems are often limited in their field of application, as they can be very expensive, require a huge change in current logistics processes or suffer from physical characteristics, such as electromagnetic absorption or limited visual contact. With this paper, we introduce our novel concept for load carrier classification and quantification using Time-of-Flight (ToF) cameras in combination with color images, beginning with a general overview of the system architecture and process structure. This is followed by an in-depth analysis of the process steps, starting with triggering camera records followed by image pre-processing, classification and finally a quantification of the loaded cargo. eng
dc.language.iso eng
dc.publisher Hannover : publish-Ing.
dc.relation.ispartof https://doi.org/10.15488/11229
dc.relation.ispartof Proceedings of the Conference on Production Systems and Logistics : CPSL 2021
dc.rights CC BY 3.0 DE
dc.rights.uri https://creativecommons.org/licenses/by/3.0/de/
dc.subject Circular Economy eng
dc.subject Reverse Logistics eng
dc.subject Classification eng
dc.subject Load Carrier eng
dc.subject Cargo Identification eng
dc.subject.classification Konferenzschrift ger
dc.subject.ddc 620 | Ingenieurwissenschaften und Maschinenbau
dc.title A Concept for Camera-based Classification of Load Carriers eng
dc.type bookPart
dc.type Text
dc.relation.essn 2701-6277
dc.description.version publishedVersion
tib.accessRights frei zug�nglich


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