{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T16:11:48Z","timestamp":1771517508239,"version":"3.50.1"},"reference-count":29,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"German Research Foundation and the Open Access Publication Fund of TU Berlin"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2020.3046951","type":"journal-article","created":{"date-parts":[[2020,12,23]],"date-time":"2020-12-23T20:39:16Z","timestamp":1608755956000},"page":"110-121","source":"Crossref","is-referenced-by-count":22,"title":["Pixel2point: 3D Object Reconstruction From a Single Image Using CNN and Initial Sphere"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6782-6753","authenticated-orcid":false,"given":"Ahmed J.","family":"Afifi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jannes","family":"Magnusson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Toufique A.","family":"Soomro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2871-9266","authenticated-orcid":false,"given":"Olaf","family":"Hellwich","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","author":"hartley","year":"2003","journal-title":"Multiple View Geometry in Computer Vision"},{"key":"ref11","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2018.00099"},{"key":"ref13","first-page":"1","article-title":"Learning efficient point cloud generation for dense 3D object reconstruction","author":"lin","year":"2018","journal-title":"Proc 32nd AAAI Conf Artif Intell"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2955288"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2943235"},{"key":"ref16","article-title":"3D-lmnet: Latent embedding matching for accurate and diverse 3D point cloud reconstruction from a single image","author":"mandikal","year":"2018","journal-title":"Proc BMVC"},{"key":"ref17","first-page":"3111","article-title":"Distributed representations of words and phrases and their compositionality","author":"mikolov","year":"2013","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-03798-6_18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-34141-0_16"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1002\/vis.291"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2693418"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298800"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TIV.2017.2749181"},{"key":"ref6","first-page":"628","article-title":"3D-R2N2: A unified approach for single and multi-view 3D object reconstruction","author":"choy","year":"2016","journal-title":"Proc Eur Conf Comput Vis"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2914150"},{"key":"ref5","article-title":"ShapeNet: An information-rich 3D model repository","author":"chang","year":"2015","journal-title":"arXiv 1512 03012"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.264"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1023\/A:1026598000963"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2377712"},{"key":"ref9","first-page":"926","article-title":"The structure-from-motion reconstruction pipeline–a survey with focus on short image sequences","volume":"46","author":"h\u00e4ming","year":"2010","journal-title":"Kybernetika"},{"key":"ref1","first-page":"265","article-title":"Tensorflow: A system for large-scale machine learning","author":"abadi","year":"2016","journal-title":"Proc USENIX Symp on Operating System Design and Implementation"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.281"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.91"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1023\/A:1026543900054"},{"key":"ref24","article-title":"3D contour closing: A local operator based on Chamfer distance transformation","author":"tran","year":"2013"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00314"},{"key":"ref26","first-page":"82","article-title":"Learning a probabilistic latent space of object shapes via 3D generative-adversarial modeling","author":"wu","year":"2016","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref25","first-page":"52","article-title":"Pixel2mesh: Generating 3D mesh models from single RGB images","author":"wang","year":"2018","journal-title":"Proc Eur Conf Comput Vis (ECCV)"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09305196.pdf?arnumber=9305196","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,25]],"date-time":"2022-01-25T21:16:37Z","timestamp":1643145397000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9305196\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/access.2020.3046951","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}