{"id":"https://openalex.org/W7156010128","doi":"https://doi.org/10.1016/j.jii.2026.101127","title":"APFNet: A lightweight attention-based adaptive perception and fusion network for no-service rail surface defect segmentation","display_name":"APFNet: A lightweight attention-based adaptive perception and fusion network for no-service rail surface defect segmentation","publication_year":2026,"publication_date":"2026-04-27","ids":{"openalex":"https://openalex.org/W7156010128","doi":"https://doi.org/10.1016/j.jii.2026.101127"},"language":"en","primary_location":{"id":"doi:10.1016/j.jii.2026.101127","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jii.2026.101127","pdf_url":null,"source":{"id":"https://openalex.org/S2898195457","display_name":"Journal of Industrial Information Integration","issn_l":"2452-414X","issn":["2452-414X","2467-964X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Industrial Information Integration","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/A5048631750","display_name":"Qiancheng Li","orcid":"https://orcid.org/0000-0001-9074-9813"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiancheng Li","raw_affiliation_strings":["School of Rail Transportation, Soochow University, Suzhou, Jiangsu 215131, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou, Jiangsu 215131, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015527442","display_name":"Chuancang Ding","orcid":"https://orcid.org/0000-0002-7610-5293"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chuancang Ding","raw_affiliation_strings":["School of Rail Transportation, Soochow University, Suzhou, Jiangsu 215131, China"],"raw_orcid":"https://orcid.org/0000-0002-7610-5293","affiliations":[{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou, Jiangsu 215131, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101781010","display_name":"Baoxiang Wang","orcid":"https://orcid.org/0000-0002-6569-9049"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Baoxiang Wang","raw_affiliation_strings":["School of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, Jiangsu 215009, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, Jiangsu 215009, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056499189","display_name":"Jinyang Jiao","orcid":"https://orcid.org/0000-0002-3901-5993"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyang Jiao","raw_affiliation_strings":["School of Reliability and Systems Engineering, Beihang University, Beijing 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Reliability and Systems Engineering, Beihang University, Beijing 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134669439","display_name":"Yifan Huangfu","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Huangfu","raw_affiliation_strings":["School of Rail Transportation, Soochow University, Suzhou, Jiangsu 215131, China"],"raw_orcid":"https://orcid.org/0000-0003-3494-9858","affiliations":[{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou, Jiangsu 215131, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134722587","display_name":"Weiguo Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiguo Huang","raw_affiliation_strings":["School of Rail Transportation, Soochow University, Suzhou, Jiangsu 215131, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou, Jiangsu 215131, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5134745102","display_name":"Zhongkui Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongkui Zhu","raw_affiliation_strings":["School of Rail Transportation, Soochow University, Suzhou, Jiangsu 215131, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou, Jiangsu 215131, China","institution_ids":["https://openalex.org/I3923682"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5015527442","https://openalex.org/A5101781010"],"corresponding_institution_ids":["https://openalex.org/I308837","https://openalex.org/I3923682"],"apc_list":{"value":2780,"currency":"USD","value_usd":2780},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.82184395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"52","issue":null,"first_page":"101127","last_page":"101127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10842","display_name":"Railway Engineering and Dynamics","score":0.7631000280380249,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10842","display_name":"Railway Engineering and Dynamics","score":0.7631000280380249,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.1005999967455864,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.03720000013709068,"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/segmentation","display_name":"Segmentation","score":0.6934000253677368},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4851999878883362},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4336000084877014},{"id":"https://openalex.org/keywords/decoupling","display_name":"Decoupling (probability)","score":0.37700000405311584},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.3741999864578247},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.37279999256134033},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.37059998512268066},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.3617999851703644}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6934000253677368},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5679000020027161},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4851999878883362},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4343000054359436},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4336000084877014},{"id":"https://openalex.org/C205606062","wikidata":"https://www.wikidata.org/wiki/Q5249645","display_name":"Decoupling (probability)","level":2,"score":0.37700000405311584},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3741999864578247},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.37279999256134033},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.37059998512268066},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3666999936103821},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.3617999851703644},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35260000824928284},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3474999964237213},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.3418000042438507},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.3314000070095062},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.3131999969482422},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3100000023841858},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3037000000476837},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2906999886035919},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.2824000120162964},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.2669999897480011},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.26499998569488525},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.26030001044273376}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.jii.2026.101127","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jii.2026.101127","pdf_url":null,"source":{"id":"https://openalex.org/S2898195457","display_name":"Journal of Industrial Information Integration","issn_l":"2452-414X","issn":["2452-414X","2467-964X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Industrial Information Integration","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5712206959724426,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2963529609","https://openalex.org/W3035487542","https://openalex.org/W3159018159","https://openalex.org/W3163132162","https://openalex.org/W3193498964","https://openalex.org/W3194222902","https://openalex.org/W4285120968","https://openalex.org/W4289781825","https://openalex.org/W4309005174","https://openalex.org/W4313413180","https://openalex.org/W4319879007","https://openalex.org/W4376872192","https://openalex.org/W4387469824","https://openalex.org/W4388145843","https://openalex.org/W4392309443","https://openalex.org/W4392346283","https://openalex.org/W4394015524","https://openalex.org/W4398151403","https://openalex.org/W4398249121","https://openalex.org/W4399556720","https://openalex.org/W4399563113","https://openalex.org/W4399779866","https://openalex.org/W4400956229","https://openalex.org/W4402716243","https://openalex.org/W4403446611","https://openalex.org/W4404788103","https://openalex.org/W4405232297","https://openalex.org/W4406123188","https://openalex.org/W4409076665","https://openalex.org/W4410004979","https://openalex.org/W4410997394","https://openalex.org/W4411011672","https://openalex.org/W4411405480","https://openalex.org/W4413942437","https://openalex.org/W4414693120","https://openalex.org/W7117139632"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-07T06:04:25.777469","created_date":"2026-04-28T00:00:00"}
