{"id":"https://openalex.org/W4413473549","doi":"https://doi.org/10.1007/978-3-032-02088-8_2","title":"Enhancing Segmentation of\u00a0Irregular Microstructural Elements Using Extended Channel Information and\u00a0Transfer Learning","display_name":"Enhancing Segmentation of\u00a0Irregular Microstructural Elements Using Extended Channel Information and\u00a0Transfer Learning","publication_year":2025,"publication_date":"2025-08-18","ids":{"openalex":"https://openalex.org/W4413473549","doi":"https://doi.org/10.1007/978-3-032-02088-8_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-02088-8_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-02088-8_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5093720251","display_name":"\u0141ukasz Marcjan","orcid":"https://orcid.org/0009-0003-7469-3057"},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"\u0141ukasz Marcjan","raw_affiliation_strings":["AGH University of Krakow, Krak\u00f3w, Poland"],"affiliations":[{"raw_affiliation_string":"AGH University of Krakow, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118657783","display_name":"Sandra Gajoch","orcid":"https://orcid.org/0009-0009-9564-3001"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Sandra Gajoch","raw_affiliation_strings":["AGH University of Krakow, Krak\u00f3w, Poland"],"affiliations":[{"raw_affiliation_string":"AGH University of Krakow, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018350057","display_name":"D. Wilk-Ko\u0142odziejczyk","orcid":"https://orcid.org/0000-0001-5590-0477"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I4210131934","display_name":"Lukasiewicz Research Network - Krakow Institute of Technology","ror":"https://ror.org/039bged65","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210129336","https://openalex.org/I4210131934"]},{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Dorota Wilk-Ko\u0142odziejczyk","raw_affiliation_strings":["AGH University of Krakow, Krak\u00f3w, Poland","\u0141ukasiewicz Research Network-Krak\u00f3w Institute of Technology, Krak\u00f3w, Poland"],"affiliations":[{"raw_affiliation_string":"AGH University of Krakow, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I126596746"]},{"raw_affiliation_string":"\u0141ukasiewicz Research Network-Krak\u00f3w Institute of Technology, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I4210131934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067263072","display_name":"Marcin Ma\u0142ysza","orcid":"https://orcid.org/0000-0002-7484-1393"},"institutions":[{"id":"https://openalex.org/I4210131934","display_name":"Lukasiewicz Research Network - Krakow Institute of Technology","ror":"https://ror.org/039bged65","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210129336","https://openalex.org/I4210131934"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marcin Ma\u0142ysza","raw_affiliation_strings":["AGH University of Krakow, Krak\u00f3w, Poland","\u0141ukasiewicz Research Network-Krak\u00f3w Institute of Technology, Krak\u00f3w, Poland"],"affiliations":[{"raw_affiliation_string":"AGH University of Krakow, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I126596746"]},{"raw_affiliation_string":"\u0141ukasiewicz Research Network-Krak\u00f3w Institute of Technology, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I4210131934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002389929","display_name":"Krzysztof Ja\u015bkowiec","orcid":"https://orcid.org/0000-0002-0569-1192"},"institutions":[{"id":"https://openalex.org/I4210131934","display_name":"Lukasiewicz Research Network - Krakow Institute of Technology","ror":"https://ror.org/039bged65","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210129336","https://openalex.org/I4210131934"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Ja\u015bkowiec","raw_affiliation_strings":["\u0141ukasiewicz Research Network-Krak\u00f3w Institute of Technology, Krak\u00f3w, Poland"],"affiliations":[{"raw_affiliation_string":"\u0141ukasiewicz Research Network-Krak\u00f3w Institute of Technology, Krak\u00f3w, Poland","institution_ids":["https://openalex.org/I4210131934"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045938925","display_name":"G. Gumienny","orcid":"https://orcid.org/0000-0003-4671-3228"},"institutions":[{"id":"https://openalex.org/I34250744","display_name":"University of \u0141\u00f3d\u017a","ror":"https://ror.org/05cq64r17","country_code":"PL","type":"education","lineage":["https://openalex.org/I34250744"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Grzegorz Gumienny","raw_affiliation_strings":["Lodz University of Tecgnology, \u0141\u00f3d\u017a, Poland"],"affiliations":[{"raw_affiliation_string":"Lodz University of Tecgnology, \u0141\u00f3d\u017a, Poland","institution_ids":["https://openalex.org/I34250744"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5093720251"],"corresponding_institution_ids":["https://openalex.org/I126596746","https://openalex.org/I686019"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.51168605,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9988999962806702,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9988999962806702,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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":0.9930999875068665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7713179588317871},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7315604090690613},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6137394905090332},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5733623504638672},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.5276956558227539},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41455256938934326},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1419929563999176},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.1253233253955841}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7713179588317871},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7315604090690613},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6137394905090332},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5733623504638672},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.5276956558227539},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41455256938934326},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1419929563999176},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.1253233253955841}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-02088-8_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-02088-8_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W174941419","https://openalex.org/W1965969882","https://openalex.org/W2998131870","https://openalex.org/W3015287415","https://openalex.org/W3041133507","https://openalex.org/W3049407366","https://openalex.org/W3113371892","https://openalex.org/W3135821995","https://openalex.org/W4221165903","https://openalex.org/W4281264425","https://openalex.org/W4296380948","https://openalex.org/W4323341772","https://openalex.org/W4362706404","https://openalex.org/W4385739918","https://openalex.org/W4390905906","https://openalex.org/W4408165090","https://openalex.org/W6600007113","https://openalex.org/W6819060087"],"related_works":["https://openalex.org/W3201126466","https://openalex.org/W4282827391","https://openalex.org/W4379231730","https://openalex.org/W4405541655","https://openalex.org/W4386828785","https://openalex.org/W4389858081","https://openalex.org/W3165580226","https://openalex.org/W2501551404","https://openalex.org/W4298131179","https://openalex.org/W2335709813"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
