{"id":"https://openalex.org/W3177702355","doi":"https://doi.org/10.1007/s12145-021-00650-1","title":"A deep convolutional neural network for rock fracture image segmentation","display_name":"A deep convolutional neural network for rock fracture image segmentation","publication_year":2021,"publication_date":"2021-07-08","ids":{"openalex":"https://openalex.org/W3177702355","doi":"https://doi.org/10.1007/s12145-021-00650-1","mag":"3177702355"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-021-00650-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-021-00650-1","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","raw_type":"journal-article"},"type":"article","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/A5070522585","display_name":"Hoon Byun","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hoon Byun","raw_affiliation_strings":["Department of Energy Systems Engineering, Seoul National University, Seoul, 08826, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Energy Systems Engineering, Seoul National University, Seoul, 08826, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064480386","display_name":"Jineon Kim","orcid":"https://orcid.org/0000-0001-6135-1494"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jineon Kim","raw_affiliation_strings":["Department of Energy Systems Engineering, Seoul National University, Seoul, 08826, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Energy Systems Engineering, Seoul National University, Seoul, 08826, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101875053","display_name":"Dongyoung Yoon","orcid":"https://orcid.org/0000-0003-4665-6817"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongyoung Yoon","raw_affiliation_strings":["Department of Energy Systems Engineering, Seoul National University, Seoul, 08826, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Energy Systems Engineering, Seoul National University, Seoul, 08826, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014609423","display_name":"Il-Seok Kang","orcid":"https://orcid.org/0000-0001-8159-3917"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Il-Seok Kang","raw_affiliation_strings":["Department of Energy Systems Engineering, Seoul National University, Seoul, 08826, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Energy Systems Engineering, Seoul National University, Seoul, 08826, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003786510","display_name":"Jae-Joon Song","orcid":"https://orcid.org/0000-0002-0308-7696"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jae-Joon Song","raw_affiliation_strings":["Department of Energy Resources Engineering, Research Institute of Energy and Resources, Seoul National University, Seoul, 08826, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-0308-7696","affiliations":[{"raw_affiliation_string":"Department of Energy Resources Engineering, Research Institute of Energy and Resources, Seoul National University, Seoul, 08826, South Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003786510"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":4.8589,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.95692727,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"14","issue":"4","first_page":"1937","last_page":"1951"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9876999855041504,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9843000173568726,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6892210245132446},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.684779703617096},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6448401808738708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6311153173446655},{"id":"https://openalex.org/keywords/fracture","display_name":"Fracture (geology)","score":0.5466296672821045},{"id":"https://openalex.org/keywords/conditional-random-field","display_name":"Conditional random field","score":0.4709751605987549},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4593179225921631},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42838263511657715},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.4190084636211395},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.1359746754169464}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6892210245132446},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.684779703617096},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6448401808738708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6311153173446655},{"id":"https://openalex.org/C43369102","wikidata":"https://www.wikidata.org/wiki/Q2307625","display_name":"Fracture (geology)","level":2,"score":0.5466296672821045},{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.4709751605987549},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4593179225921631},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42838263511657715},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4190084636211395},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.1359746754169464}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-021-00650-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-021-00650-1","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth Science Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G3143645792","display_name":null,"funder_award_id":"No.20204010600250","funder_id":"https://openalex.org/F4320335199","funder_display_name":"Korea Institute of Energy Technology Evaluation and Planning"},{"id":"https://openalex.org/G7579554007","display_name":null,"funder_award_id":"NRF-2019R1F1A1060064","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320335199","display_name":"Korea Institute of Energy Technology Evaluation and Planning","ror":"https://ror.org/02zq38y32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W845365781","https://openalex.org/W1522301498","https://openalex.org/W1663081928","https://openalex.org/W1665214252","https://openalex.org/W1677182931","https://openalex.org/W1686810756","https://openalex.org/W1815076433","https://openalex.org/W1817277359","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1990264303","https://openalex.org/W2003647552","https://openalex.org/W2003768665","https://openalex.org/W2056293263","https://openalex.org/W2058333183","https://openalex.org/W2097117768","https://openalex.org/W2107858703","https://openalex.org/W2109255472","https://openalex.org/W2117539524","https://openalex.org/W2157548455","https://openalex.org/W2161236525","https://openalex.org/W2194775991","https://openalex.org/W2279098554","https://openalex.org/W2286929393","https://openalex.org/W2304648132","https://openalex.org/W2339972008","https://openalex.org/W2346454548","https://openalex.org/W2412782625","https://openalex.org/W2531409750","https://openalex.org/W2549139847","https://openalex.org/W2563705555","https://openalex.org/W2594745621","https://openalex.org/W2611953050","https://openalex.org/W2752782242","https://openalex.org/W2753789438","https://openalex.org/W2770180314","https://openalex.org/W2780544323","https://openalex.org/W2896434829","https://openalex.org/W2910673922","https://openalex.org/W2911268982","https://openalex.org/W2936504543","https://openalex.org/W2949117887","https://openalex.org/W2962403043","https://openalex.org/W2963420686","https://openalex.org/W2963446712","https://openalex.org/W2963881378","https://openalex.org/W2964309882","https://openalex.org/W2966253221","https://openalex.org/W2972899043","https://openalex.org/W2998878749","https://openalex.org/W3007266227","https://openalex.org/W3010986146","https://openalex.org/W3038058348","https://openalex.org/W3137985967","https://openalex.org/W4253250161","https://openalex.org/W6600529467","https://openalex.org/W6602254124","https://openalex.org/W6605946209","https://openalex.org/W6608748766","https://openalex.org/W6679338098"],"related_works":["https://openalex.org/W2356597680","https://openalex.org/W2114846443","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W4301042974","https://openalex.org/W3167935049","https://openalex.org/W3029198973","https://openalex.org/W4315434538"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
