{"id":"https://openalex.org/W2883160850","doi":"https://doi.org/10.1145/3203217.3205862","title":"Improving public datasets markings' quality using unsupervised refinement kernels","display_name":"Improving public datasets markings' quality using unsupervised refinement kernels","publication_year":2018,"publication_date":"2018-05-08","ids":{"openalex":"https://openalex.org/W2883160850","doi":"https://doi.org/10.1145/3203217.3205862","mag":"2883160850"},"language":"en","primary_location":{"id":"doi:10.1145/3203217.3205862","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3203217.3205862","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th ACM International Conference on Computing Frontiers","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112395953","display_name":"Anca Ioana Petre","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Anca Ioana Petre","raw_affiliation_strings":["University Politehnica of Bucharest"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016429486","display_name":"Cosmin \u0162oca","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Cosmin Toca","raw_affiliation_strings":["University Politehnica of Bucharest"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109275150","display_name":"Carmen P\u0103tra\u015fcu","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Carmen Patrascu","raw_affiliation_strings":["University Politehnica of Bucharest"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050636132","display_name":"Mihai Ciuc","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mihai Ciuc","raw_affiliation_strings":["University Politehnica of Bucharest"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest","institution_ids":["https://openalex.org/I61641377"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I61641377"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06415039,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"299","last_page":"302"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.833713948726654},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6588510274887085},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6427360773086548},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6300920248031616},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5575180649757385},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5509301424026489},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5497272610664368},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5457777380943298},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5392296314239502},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.49436140060424805},{"id":"https://openalex.org/keywords/iterative-and-incremental-development","display_name":"Iterative and incremental development","score":0.46521639823913574},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42452266812324524},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.41180533170700073},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35236021876335144},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.13654226064682007}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.833713948726654},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6588510274887085},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6427360773086548},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6300920248031616},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5575180649757385},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5509301424026489},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5497272610664368},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5457777380943298},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5392296314239502},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.49436140060424805},{"id":"https://openalex.org/C143587482","wikidata":"https://www.wikidata.org/wiki/Q1543216","display_name":"Iterative and incremental development","level":2,"score":0.46521639823913574},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42452266812324524},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.41180533170700073},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35236021876335144},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.13654226064682007},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3203217.3205862","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3203217.3205862","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th ACM International Conference on Computing Frontiers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1913356549","https://openalex.org/W2031489346","https://openalex.org/W2056962391","https://openalex.org/W2110764733","https://openalex.org/W2124351162","https://openalex.org/W2194775991","https://openalex.org/W2324371834","https://openalex.org/W2327562811","https://openalex.org/W2328536951","https://openalex.org/W2337429362","https://openalex.org/W2340897893","https://openalex.org/W2604469346","https://openalex.org/W2609825896","https://openalex.org/W2737258237","https://openalex.org/W2949341804","https://openalex.org/W4300479382"],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2263699433","https://openalex.org/W2377979023","https://openalex.org/W2218034408","https://openalex.org/W2392921965","https://openalex.org/W2358755282","https://openalex.org/W2625833328","https://openalex.org/W1533177136","https://openalex.org/W4380994516","https://openalex.org/W2007963708"],"abstract_inverted_index":{"In":[0],"recent":[1],"years":[2],"there":[3],"has":[4],"been":[5,34],"an":[6],"exponential":[7],"growth":[8],"in":[9,78],"developing":[10],"machine":[11],"learning":[12,91],"algorithms,":[13],"focused":[14],"on":[15,114],"applications":[16],"ranging":[17],"from":[18],"scene":[19],"understanding,":[20],"to":[21,73,94],"the":[22,44,70,74,79,103,115],"more":[23],"standard":[24],"object":[25,66,82],"recognition":[26],"and":[27,56,84,90],"classification":[28],"tasks.":[29],"Although":[30],"multiple":[31],"approaches":[32],"have":[33],"proposed":[35],"for":[36,54,65],"solving":[37],"these":[38],"issues,":[39],"a":[40,61,96],"common":[41],"prerequisite":[42],"is":[43],"existence":[45],"of":[46,81,102,107],"large":[47],"datasets,":[48],"which":[49,68],"can":[50],"be":[51,95],"used":[52],"both":[53],"training":[55],"testing":[57],"purposes.":[58],"We":[59],"propose":[60],"semi-automatic":[62],"annotation":[63],"framework":[64],"instances,":[67],"addresses":[69],"problems":[71],"related":[72],"big":[75],"data":[76],"paradigm":[77],"context":[80],"detection":[83],"pixel-level":[85],"segmentation.":[86],"The":[87],"designed":[88],"marking":[89,104],"workflow":[92],"aims":[93],"cyclical":[97],"process":[98],"allowing":[99],"iterative":[100],"improvements":[101],"architecture.":[105],"Results":[106],"this":[108],"processing":[109],"chain":[110],"are":[111],"empirically":[112],"validated":[113],"COCO":[116],"database.":[117]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}