{"id":"https://openalex.org/W4391827184","doi":"https://doi.org/10.1109/access.2024.3366184","title":"Research on Railway Track Extraction Method Based on Edge Detection and Attention Mechanism","display_name":"Research on Railway Track Extraction Method Based on Edge Detection and Attention Mechanism","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391827184","doi":"https://doi.org/10.1109/access.2024.3366184"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3366184","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3366184","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10436694.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10436694.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045599145","display_name":"Yanbin Weng","orcid":null},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanbin Weng","raw_affiliation_strings":["School of Computer Science, Hunan University of Technology, Tianyuan, Zhuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hunan University of Technology, Tianyuan, Zhuzhou, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053803084","display_name":"Xiaobin Huang","orcid":"https://orcid.org/0009-0001-8358-3576"},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobin Huang","raw_affiliation_strings":["School of Computer Science, Hunan University of Technology, Tianyuan, Zhuzhou, China"],"raw_orcid":"https://orcid.org/0009-0001-8358-3576","affiliations":[{"raw_affiliation_string":"School of Computer Science, Hunan University of Technology, Tianyuan, Zhuzhou, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023237535","display_name":"Xiahu Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiahu Chen","raw_affiliation_strings":["School of Computer Science, Hunan University of Technology, Tianyuan, Zhuzhou, China","Taichang Electronic Information Technology Co, Tianyuan District, Zhuzhou, Hunan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hunan University of Technology, Tianyuan, Zhuzhou, China","institution_ids":["https://openalex.org/I49934816"]},{"raw_affiliation_string":"Taichang Electronic Information Technology Co, Tianyuan District, Zhuzhou, Hunan Province, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029897004","display_name":"Jing He","orcid":"https://orcid.org/0000-0002-3650-3270"},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing He","raw_affiliation_strings":["School of Rail Transit, Hunan University of Technology, Tianyuan, Zhuzhou, China","Hunan University of Technology, Tianyuan District, Zhuzhou, Hunan Province, China"],"raw_orcid":"https://orcid.org/0000-0002-3650-3270","affiliations":[{"raw_affiliation_string":"School of Rail Transit, Hunan University of Technology, Tianyuan, Zhuzhou, China","institution_ids":["https://openalex.org/I49934816"]},{"raw_affiliation_string":"Hunan University of Technology, Tianyuan District, Zhuzhou, Hunan Province, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045909100","display_name":"Zuochuang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuochuang Li","raw_affiliation_strings":["School of Computer Science, Hunan University of Technology, Tianyuan, Zhuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hunan University of Technology, Tianyuan, Zhuzhou, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060314180","display_name":"Hao Yi","orcid":"https://orcid.org/0000-0002-2201-7482"},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Yi","raw_affiliation_strings":["School of Computer Science, Hunan University of Technology, Tianyuan, Zhuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hunan University of Technology, Tianyuan, Zhuzhou, China","institution_ids":["https://openalex.org/I49934816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I49934816"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.7391,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.9271922,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"26550","last_page":"26561"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T13282","display_name":"Automated Road and Building Extraction","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.7171503901481628},{"id":"https://openalex.org/keywords/track","display_name":"Track (disk drive)","score":0.6326736211776733},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6131938099861145},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.5407559871673584},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5298886895179749},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3692198097705841},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34167689085006714}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7171503901481628},{"id":"https://openalex.org/C89992363","wikidata":"https://www.wikidata.org/wiki/Q5961558","display_name":"Track (disk drive)","level":2,"score":0.6326736211776733},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6131938099861145},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.5407559871673584},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5298886895179749},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3692198097705841},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34167689085006714},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3366184","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3366184","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10436694.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0464c06b0b234312a31d920b63e64afb","is_oa":true,"landing_page_url":"https://doaj.org/article/0464c06b0b234312a31d920b63e64afb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 26550-26561 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3366184","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3366184","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10436694.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1044155202","display_name":null,"funder_award_id":"2022JJ50067","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G2097151789","display_name":null,"funder_award_id":"2021YFF0501101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2720693503","display_name":null,"funder_award_id":"2021YFF0501101","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G2894902802","display_name":null,"funder_award_id":"U1934219","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G4014571494","display_name":null,"funder_award_id":"U1934219","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4816995625","display_name":null,"funder_award_id":"2021JJ50049","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G5674528449","display_name":null,"funder_award_id":"2021JJ50049","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7711738205","display_name":null,"funder_award_id":"2021YFF0501101","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391827184.pdf","grobid_xml":"https://content.openalex.org/works/W4391827184.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W73112891","https://openalex.org/W1901129140","https://openalex.org/W2095483845","https://openalex.org/W2395611524","https://openalex.org/W2595659188","https://openalex.org/W2630837129","https://openalex.org/W2752782242","https://openalex.org/W2770697187","https://openalex.org/W2778830079","https://openalex.org/W2798925380","https://openalex.org/W2884347622","https://openalex.org/W2888872245","https://openalex.org/W2896540190","https://openalex.org/W2987144017","https://openalex.org/W2999479658","https://openalex.org/W3021297918","https://openalex.org/W3024167159","https://openalex.org/W3081791696","https://openalex.org/W3088134661","https://openalex.org/W3090630740","https://openalex.org/W3119784490","https://openalex.org/W3150573203","https://openalex.org/W3162672913","https://openalex.org/W3166943914","https://openalex.org/W3197286756","https://openalex.org/W3202041989","https://openalex.org/W3212386989","https://openalex.org/W3214248441","https://openalex.org/W4205921125","https://openalex.org/W4221145217","https://openalex.org/W4226216909","https://openalex.org/W4282967568","https://openalex.org/W4289752563","https://openalex.org/W4317603812","https://openalex.org/W4385978470","https://openalex.org/W6739696289","https://openalex.org/W6754893925"],"related_works":["https://openalex.org/W2789518417","https://openalex.org/W4213217485","https://openalex.org/W2382997850","https://openalex.org/W2566545183","https://openalex.org/W2499449816","https://openalex.org/W2059085722","https://openalex.org/W4210856988","https://openalex.org/W238145802","https://openalex.org/W2390968135","https://openalex.org/W2946721565"],"abstract_inverted_index":{"The":[0],"accurate":[1],"extraction":[2,21,88],"of":[3,11,89,140,150,159],"railway":[4,13,54,128],"tracks":[5],"is":[6],"crucial":[7],"for":[8,19],"the":[9,28,84,93,109,121,132],"development":[10],"digital":[12],"systems.":[14],"However,":[15],"traditional":[16],"manual":[17],"methods":[18],"track":[20,55,129],"are":[22],"both":[23],"time-consuming":[24],"and":[25,44,52,87,112,143,162],"tedious.":[26],"At":[27],"same":[29],"time,":[30],"current":[31],"deep":[32],"learning":[33],"neural":[34,68],"networks":[35],"often":[36],"suffer":[37],"from":[38],"issues":[39],"such":[40],"as":[41],"missed":[42,115],"detections":[43],"false":[45],"positives":[46],"when":[47,124],"it":[48],"comes":[49],"to":[50,78,100,170],"identifying":[51],"detecting":[53],"edges.":[56,91],"To":[57],"address":[58],"these":[59],"problems,":[60],"this":[61,154],"paper":[62],"proposes":[63],"an":[64,137,144],"improved":[65],"d-linknet":[66,134],"convolutional":[67],"network":[69,94],"that":[70,120],"integrates":[71],"a":[72,96,127],"specially":[73],"designed":[74],"edge":[75],"detection":[76],"module":[77],"fuse":[79],"multi-level":[80],"features,":[81],"thereby":[82],"enhancing":[83],"model\u2019s":[85],"segmentation":[86],"target":[90,110],"Additionally,":[92],"introduces":[95],"channel-spatial":[97],"dual-attention":[98],"mechanism":[99],"expand":[101],"its":[102],"perceptual":[103],"field,":[104],"strengthen":[105],"foreground":[106],"responses":[107],"in":[108,157],"region,":[111],"further":[113],"reduce":[114],"detections.":[116],"Experimental":[117],"results":[118],"demonstrate":[119],"proposed":[122],"method,":[123],"tested":[125],"on":[126,165],"dataset,":[130],"outperforms":[131],"original":[133],"model":[135],"with":[136],"accuracy":[138,161],"improvement":[139,149],"over":[141,147,151],"2%":[142],"average":[145],"intersection":[146],"union":[148],"5%.":[152],"Furthermore,":[153],"method":[155],"excels":[156],"terms":[158],"classification":[160],"visual":[163],"interpretation":[164],"two":[166],"different":[167],"datasets":[168],"compared":[169],"other":[171],"comparative":[172],"methods.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}