{"id":33006,"date":"2026-01-21T17:03:02","date_gmt":"2026-01-21T17:03:02","guid":{"rendered":"https:\/\/lamarr-institute.org\/publication\/computer-vision-based-re-identification-of-wooden-euro-pallets\/"},"modified":"2026-06-08T13:22:39","modified_gmt":"2026-06-08T13:22:39","slug":"computer-vision-based-re-identification-of-wooden-euro-pallets","status":"publish","type":"publication","link":"https:\/\/lamarr-institute.org\/de\/publication\/computer-vision-based-re-identification-of-wooden-euro-pallets\/","title":{"rendered":"Computer Vision Based Re-Identification of Wooden Euro-pallets"},"content":{"rendered":"<p>This work proposes a novel, open-source image dataset and an approach for the re-identification of wooden Euro-pallets in the context of warehousing logistics. The dataset contains images of 32,965 pallet blocks, of which four pictures are taken respectively, making for a dataset of 131,860 labeled (individual ID, camera ID, frame ID) images. This dataset, called pallet-block-32965, is the first of its kind to be recorded in a real-world industry setting, instead of a laboratory environment. Increasing the degree of authenticity by using pallets in non-pristine condition (i.e., partially damaged and aged) ensures the industrial applicability of the results. This work\u2019s second contribution is a modified version and evaluation of the Part-based Convolutional Baseline (PCB) network, which is trained and tested on this dataset. During experimental evaluation, a Rank-1-Accuracy of 98.07\\% and $\\geq$ 99.95\\% per pallet block and per pallet respectively are obtained. The results of this work therefore suggest a high degree of reliability of the proposed approach, even when deployed in an industrial environment.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This work proposes a novel, open-source image dataset and an approach for the re-identification of wooden Euro-pallets in the context of warehousing logistics. The dataset contains images of 32,965 pallet blocks, of which four pictures are taken respectively, making for a dataset of 131,860 labeled (individual ID, camera ID, frame ID) images. This dataset, called pallet-block-32965, is the first of its kind to be recorded in a real-world industry setting, [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":0,"template":"","meta":{"_acf_changed":false,"footnotes":""},"publication-type":[32],"class_list":["post-33006","publication","type-publication","status-publish","hentry","publication-type-inproceedings"],"acf":[],"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/lamarr-institute.org\/de\/wp-json\/wp\/v2\/publication\/33006","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lamarr-institute.org\/de\/wp-json\/wp\/v2\/publication"}],"about":[{"href":"https:\/\/lamarr-institute.org\/de\/wp-json\/wp\/v2\/types\/publication"}],"author":[{"embeddable":true,"href":"https:\/\/lamarr-institute.org\/de\/wp-json\/wp\/v2\/users\/12"}],"version-history":[{"count":0,"href":"https:\/\/lamarr-institute.org\/de\/wp-json\/wp\/v2\/publication\/33006\/revisions"}],"wp:attachment":[{"href":"https:\/\/lamarr-institute.org\/de\/wp-json\/wp\/v2\/media?parent=33006"}],"wp:term":[{"taxonomy":"publication-type","embeddable":true,"href":"https:\/\/lamarr-institute.org\/de\/wp-json\/wp\/v2\/publication-type?post=33006"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}