{"dcterms:modified":"2025-10-14","dcterms:creator":"A Dataverse Instance","@type":"ore:ResourceMap","@id":"https://osnadata.ub.uni-osnabrueck.de/api/datasets/export?exporter=OAI_ORE&persistentId=doi:10.26249/FK2/AK12UP","ore:describes":{"citation:Description":{"dsDescription:Text":"Retrieving the 3D shape of an object from a collection of images or a video is currently realized with multiple view geometry algorithms, most commonly Structure from Motion (SfM) methods. With the aim of introducing artificial neuronal networks (ANN) into the domain of image-based 3D reconstruction of unknown object categories, we developed a scalable voxel-based dataset in which one can choose different training and testing subsets. We show that image-based 3D shape reconstruction by ANNs is possible, and we evaluate the aspect of scalability by examining the correlation between the complexity of the reconstructed object and the required amount of training samples. Along with our dataset, we are introducing, in this paper, a first baseline achieved by an only five-layer ANN. For capturing life’s complexity, the ANNs trained on our dataset can be used a as pre-trained starting point and adapted for further investigation. Finally, we conclude with a discussion of open issues and further work empowering 3D reconstruction on real world images or video sequences by a CAD-model based ANN training data set.\n\n<h2>Data Sets</h2>\n<ul>\n<li>\n3x3x3 - 100 000 cubes  cf. cube3by3by3TBP.tar.bz2 for views and cubes_3x3x3_random_200000.tar.gz for 3D objects\n</li>\n<li>\n4x4x4 - 300 000 cubes cf. cube4by4by4TBP.tar.bz2 for views  and cubes_4x4x4_random_325000.tar.gz for 3D objects\n</li>\n<li>\n8x8x8 430 000 cubes cf. cube8by8by8TBP.tar.bz2 for views  and cubes_8x8x8_random_430000.tar.gz for 3D objects\n</li>\n</ul>\n\n<h2>Generator Tools</h2>\n<h3>Python Voxelizer</h3>\nThis python script create voxelized objects incl. a voxel set list out of ply, off or stl 3D object files. (cf. model2VoxelCloud.py)\n\n<h3>Cube Generator</h3>\nThis generator, written in Matlab, randomly generates n 3D objects. Each such object is created by taking a unit cube in R³ and subdividing it into a r x r x r sub cubes. The parameter r can be defined by the user. By ensuring the uniqueness of the cube distribution in the voxel grid, this generator is able to generate 2^(r³) different 3D objects and export them as 3D *.obj object files. \n\n<h3>Views Generator</h3>\nThis generator, written in Matlab, (can be optionally used for voxelization of 3D objects and) renders w input images with a pixel resolution x by x. Where the w different viewpoints are uniformly distributed around the object by using the Fibonacci lattice.\n<br>","dsDescription:Date":"2017-06-12"},"Author":{"author:Name":"Schöning, Julius","Identifier Scheme":"ORCID","Identifier":"0000-0003-4921-5179"},"citation:Contact":[{"datasetContact:Name":"Schöning, Julius","datasetContact:E-mail":"julius.schoening@uni-osnabrueck.de"},{"datasetContact:Name":"Schöning, Julius","datasetContact:E-mail":"j.schoening@hs-osnabrueck.de"}],"Related Publication":{"Citation":"J. Schöning, T. Behrens, P. Faion, P. Kheiri, G. Heidemann & U. Krumnack. Structure from Motion by Artificial Neural Networks.\nIn Scandinavian Conference on Image Analysis (SCIA), pages: 146-158, ISBN: 978-3-319-59126-1, 2017. Springer International Publishing.","ID Type":"doi","ID Number":"10.1007/978-3-319-59126-1_13"},"Subject":["Computer and Information Science","Engineering"],"Title":"Osnabrück — Synthetic Scalable Cube Dataset","Deposit Date":"2025-10-13","citation:Depositor":"Schöning, Julius","citation:Documentation of license approval":"on 2025-10-14, user julius.schoening@uni-osnabrueck.de approved the following license text: <p><h3>Lizenzvereinbarung – Deposit License</h3></p><p>Hiermit gestatte ich der Universität Osnabrück, vertreten durch die Präsidentin/den Präsidenten, durchführende Organisationseinheit: Universitätsbibliothek (UB), vertreten durch die Leitende Bibliotheksdirektorin/den Leitenden Bibliotheksdirektor, meine digitalen Forschungsdaten einschließlich Abstract und Metadaten zu den unten genannten Lizenzbedingungen zur freien Nutzung im Internet bereitzustellen. Im Rahmen dieser Bereitstellung sind Nutzerinnen und Nutzer berechtigt, Forschungsdaten nach Maßgabe des Urheberrechts unentgeltlich zu nutzen, insbesondere, Forschungsdaten zum privaten und sonstigen eigenen Gebrauch herunter zu laden oder zu speichern. </p> <h4>Rechteeinräumung </h4> <p>Der Urheber/die Urheberin der Forschungsdaten räumt der Universität Osnabrück an seinen/ihren Forschungsdaten einschließlich Abstract und Metadaten zeitlich unbegrenzt und unwiderruflich das nicht ausschließliche Recht zur öffentlichen Zugänglichmachung, zur langfristigen Speicherung auf dem institutionellem Forschungsdatenrepositorium <i>osnaData</i> der Universität Osnabrück und zur Vervielfältigung zu diesen Zwecken ein. Der urheberrechtliche Schutz bleibt durch diese Lizenz unberührt. Die Universität Osnabrück behält sich vor, Forschungsdaten wegen inhaltlicher oder technischer Mängel oder eines ungeklärten rechtlichen Status abzulehnen. </p> <h4>Rechte Dritter </h4> <p>Der Urheber/die Urheberin der Forschungsdaten erklärt, dass mit der Bereitstellung seiner/ihrer Forschungsdaten und jedes Bestandteils (z. B. beschreibende Dokumentationen) keine Rechte Dritter (z. B. Miturheber, Co-Autoren, Verlage, Drittmittelgeber) verletzt werden. Insbesondere hat bisher kein Verlag oder sonstiger Dritter (z. B. Drittmittelgeber) ein ausschließliches Nutzungsrecht. </p> <p>Der Urheber/die Urheberin der Forschungsdaten verpflichtet sich, die Universität Osnabrück von solchen Ansprüchen Dritter freizustellen, die sich daraus ergeben, dass es aufgrund schuldhafter falscher Angaben des Urhebers/der Urheberin bezüglich des Nichtbestehens von Rechten Dritter oder sonstiger von ihm/ihr zu vertretenden Umständen durch die Veröffentlichung seines/ihres Werkes auf <i>osnaData</i> zu einer Verletzung von Urheberrechten oder ausschließlichen Nutzungsrechten kommt. Das gilt nicht, wenn die Verletzung auf einem vorsätzlichen oder grob fahrlässigen Verhalten der Universität Osnabrück als Betreiberin von <i>osnaData</i> beruht und dem Urheber/der Urheberin der Forschungsdaten nicht in gleicher Weise Vorsatz oder grobe Fahrlässigkeit zu Last fällt. Im letzteren Fall erfolgt eine Aufteilung des Schadens insbesondere unter Abwägung der Verschuldensanteile. </p> <p>Die Vertragsparteien verpflichten sich, einander unverzüglich zu informieren, wenn Dritte Ansprüche aufgrund der ihnen zustehenden Urheber- bzw. Nutzungsrechte an den digitalen Forschungsdaten gegen sie erheben. </p> <p>Die Universität Osnabrück ist berechtigt, den Zugriff auf die Forschungsdaten zu sperren, soweit konkrete Anhaltspunkte für eine Verletzung von Rechten Dritter bestehen oder andere rechtliche Vorschriften dies erfordern. </p> <h4>Langzeitarchivierung und Transformation in andere Formate </h4> <p>Der Urheber/die Urheberin der Forschungsdaten räumt der Universität Osnabrück im Rahmen der Rechteeinräumung gemäß Ziffer 1 das Recht ein, seine/ihre bereitgestellten Forschungsdaten in einem Langzeitarchiv zu speichern und bei Bedarf (z. B. technische Nutzbarkeit, Migration, Barrierefreiheit, bessere Zugänglichkeit oder Erschließung) in andere elektronische Formate zu überführen (Formatkonvertierung). </p> <h4>Weitergabe von Metadaten und Dokumenten </h4> <p>Der Urheber/die Urheberin der Forschungsdaten räumt der Universität Osnabrück im Rahmen der Rechteeinräumung gemäß Ziffer 1 das Recht ein, die Metadaten einschließlich Abstract seiner/ihrer Forschungsdaten anderen Datenbanken gemäß den FAIR-Prinzipien  unentgeltlich unter der Lizenz CC0 zur Verfügung zu stellen. Darüber hinaus räumt er/sie der Universität Osnabrück das Recht ein, seine/ihre Forschungsdaten Dritten im Rahmen nationaler Sammelaufträge zur Online-Bereitstellung oder Archivierung zur Verfügung zu stellen. </p> <p>Die durch diesen Vertrag eingeräumten Rechte können ganz oder teilweise auf Dritte übertragen und einfache Nutzungsrechte an andere Repositorien vergeben bzw. ein Dritter mit der Bereitstellung des Dokuments beauftragt werden, ohne dass es hierzu einer gesonderten Zustimmung des Urhebers/der Urheberin der Forschungsdaten bedarf. </p> <p><b>Ansprechpartner für alle <i>osnaData</i> betreffenden technischen und inhaltlichen Fragen ist die Administration von <i>osnaData</i>. 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