{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T17:39:23Z","timestamp":1776879563369,"version":"3.51.2"},"publisher-location":"New York, NY, USA","reference-count":16,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,5,8]],"date-time":"2018-05-08T00:00:00Z","timestamp":1525737600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,5,8]]},"DOI":"10.1145\/3203217.3205862","type":"proceedings-article","created":{"date-parts":[[2018,7,26]],"date-time":"2018-07-26T07:58:06Z","timestamp":1532591886000},"page":"299-302","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Improving public datasets markings' quality using unsupervised refinement kernels"],"prefix":"10.1145","author":[{"given":"Anca Ioana","family":"Petre","sequence":"first","affiliation":[{"name":"University Politehnica of Bucharest"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cosmin","family":"Toca","sequence":"additional","affiliation":[{"name":"University Politehnica of Bucharest"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carmen","family":"Patrascu","sequence":"additional","affiliation":[{"name":"University Politehnica of Bucharest"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mihai","family":"Ciuc","sequence":"additional","affiliation":[{"name":"University Politehnica of Bucharest"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2018,5,8]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.5555\/3157382.3157459"},{"key":"e_1_3_2_1_2_1","first-page":"740","volume-title":"Piotr Dollar, and C. Lawrence Zitnick. \"Microsoft coco: Common objects in context.\" In European conference on computer vision","author":"Maire Michael","year":"2014","unstructured":"{Lin14a} Lin, Tsung-Yi, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollar, and C. Lawrence Zitnick. \"Microsoft coco: Common objects in context.\" In European conference on computer vision, pp. 740--755. Springer, Cham, 2014."},{"key":"e_1_3_2_1_3_1","first-page":"175","article-title":"Normalized Autobinomial Markov Channels For Pedestrian Detection","author":"Ciuc Mihai","year":"2015","unstructured":"{Toc15a} Toca, Cosmin, Mihai Ciuc, and Carmen Patrascu. \"Normalized Autobinomial Markov Channels For Pedestrian Detection\" In BMVC, pp. 175--1. 2015.","journal-title":"BMVC"},{"key":"e_1_3_2_1_4_1","first-page":"3452","volume-title":"2016 23rd International Conference on","author":"Patrascu Carmen","year":"2016","unstructured":"{Toc16a} Toca, Cosmin, Carmen Patrascu, and Mihai Ciuc. \"AutoMarkov DNNs for object classification\" In Pattern Recognition (ICPR), 2016 23rd International Conference on, pp. 3452--3457. IEEE, 2016."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","unstructured":"{Zho16a} Zhou Bolei Hang Zhao Xavier Puig Sanja Fidler Adela Barriuso and Antonio Torralba. \"Semantic understanding of scenes through the ADE20K dataset.\" arXiv preprint arXiv:1608.05442 (2016).","DOI":"10.1109\/CVPR.2017.544"},{"key":"e_1_3_2_1_6_1","first-page":"3213","article-title":"The cityscapes dataset for semantic urban scene understanding","author":"Omran Mohamed","year":"2016","unstructured":"{Cor16a} Cordts, Marius, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler, Rodrigo Benenson, Uwe Franke, Stefan Roth, and Bernt Schiele. \"The cityscapes dataset for semantic urban scene understanding.\" In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 3213--3223. 2016.","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","unstructured":"{Eve10a} Everingham Mark Luc Van Gool Christopher KI Williams John Winn and Andrew Zisserman. \"The pascal visual object classes (voc) challenge.\" International journal of computer vision 88 no. 2 (2010): 303--338. 10.1007\/s11263-009-0275-4","DOI":"10.1007\/s11263-009-0275-4"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-88682-2_5"},{"key":"e_1_3_2_1_9_1","unstructured":"{Zha16a} Zhao Hengshuang Jianping Shi Xiaojuan Qi Xiaogang Wang and Jiaya Jia. \"Pyramid scene parsing network.\" arXiv preprint arXiv:1612.01105 (2016)."},{"key":"e_1_3_2_1_10_1","first-page":"770","article-title":"Deep residual learning for image recognition","author":"Zhang Xiangyu","year":"2016","unstructured":"{He16a} He, Kaiming, Xiangyu Zhang, Shaoqing Ren, and Jian Sun. \"Deep residual learning for image recognition\" In Proceedings of the IEEE conference on computer vision and pattern recognition, pp. 770--778. 2016.","journal-title":"Proceedings of the IEEE conference on computer vision and pattern recognition"},{"key":"e_1_3_2_1_11_1","first-page":"3159","article-title":"Scribblesup: Scribble-supervised convolutional networks for semantic segmentation","author":"Dai Jifeng","year":"2016","unstructured":"{Lin16a} Lin, Di, Jifeng Dai, Jiaya Jia, Kaiming He, and Jian Sun. \"Scribblesup: Scribble-supervised convolutional networks for semantic segmentation.\" In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 3159--3167. 2016.","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/1015706.1015720"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"crossref","unstructured":"{Xu17a} Xu Ning Brian Price Scott Cohen and Thomas Huang. \"Deep Image Matting.\" arXiv preprint arXiv:1703.03872 (2017).","DOI":"10.1109\/CVPR.2017.41"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"crossref","unstructured":"{Cas17} Castrejon Lluis Kaustav Kundu Raquel Urtasun and Sanja Fidler. \"Annotating object instances with a polygon-rnn.\" In CVPR vol. 1 p. 2. 2017.","DOI":"10.1109\/CVPR.2017.477"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","unstructured":"{Rus08} Russell Bryan C. Antonio Torralba Kevin P. Murphy and William T. Freeman. \"LabelMe: a database and web-based tool for image annotation.\" International journal of computer vision 77 no. 1--3 (2008): 157--173. 10.1007\/s11263-007-0090-8","DOI":"10.1007\/s11263-007-0090-8"},{"key":"e_1_3_2_1_16_1","first-page":"2014","article-title":"Ratsnake: a versatile image annotation tool with application to computer-aided diagnosis","author":"Goudas D. K., T.","year":"2014","unstructured":"{Iak14} Iakovidis, D. K., T. Goudas, C. Smailis, and I. Maglogiannis. \"Ratsnake: a versatile image annotation tool with application to computer-aided diagnosis.\" The Scientific World Journal 2014 (2014).","journal-title":"The Scientific World Journal"}],"event":{"name":"CF '18: Computing Frontiers Conference","location":"Ischia Italy","acronym":"CF '18","sponsor":["SIGMICRO ACM Special Interest Group on Microarchitectural Research and Processing"]},"container-title":["Proceedings of the 15th ACM International Conference on Computing Frontiers"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3203217.3205862","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3203217.3205862","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T16:42:20Z","timestamp":1776876140000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3203217.3205862"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,5,8]]},"references-count":16,"alternative-id":["10.1145\/3203217.3205862","10.1145\/3203217"],"URL":"https:\/\/doi.org\/10.1145\/3203217.3205862","relation":{},"subject":[],"published":{"date-parts":[[2018,5,8]]},"assertion":[{"value":"2018-05-08","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}