{"id":"https://openalex.org/W4416527570","doi":"https://doi.org/10.1007/s00138-025-01766-w","title":"From explanation to unsupervised segmentation: fusion of multiple explanation maps for vision transformers","display_name":"From explanation to unsupervised segmentation: fusion of multiple explanation maps for vision transformers","publication_year":2025,"publication_date":"2025-11-21","ids":{"openalex":"https://openalex.org/W4416527570","doi":"https://doi.org/10.1007/s00138-025-01766-w"},"language":"en","primary_location":{"id":"doi:10.1007/s00138-025-01766-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00138-025-01766-w","pdf_url":null,"source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"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":"Machine Vision and Applications","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/A5015300409","display_name":"Eduard Hogea","orcid":"https://orcid.org/0000-0002-5814-992X"},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]},{"id":"https://openalex.org/I3121153395","display_name":"West University of Timi\u015foara","ror":"https://ror.org/0583a0t97","country_code":"RO","type":"education","lineage":["https://openalex.org/I3121153395"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Eduard Hogea","raw_affiliation_strings":["Department of Computer Science, West University of Timisoara, Vasile Parvan Avenue, Nr. 4, 300223, Timisoara, Timis, Romania","Department of Computer and Information Technology, Politehnica University of Timisoara, Bd. Vasile P\u00e2rvan 2, 300223, Timisoara, Timis, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, West University of Timisoara, Vasile Parvan Avenue, Nr. 4, 300223, Timisoara, Timis, Romania","institution_ids":["https://openalex.org/I3121153395"]},{"raw_affiliation_string":"Department of Computer and Information Technology, Politehnica University of Timisoara, Bd. Vasile P\u00e2rvan 2, 300223, Timisoara, Timis, Romania","institution_ids":["https://openalex.org/I3122695212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020597079","display_name":"Darian M. Onchi\u015f","orcid":"https://orcid.org/0000-0003-4846-3752"},"institutions":[{"id":"https://openalex.org/I3121153395","display_name":"West University of Timi\u015foara","ror":"https://ror.org/0583a0t97","country_code":"RO","type":"education","lineage":["https://openalex.org/I3121153395"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Darian M. Onchis","raw_affiliation_strings":["Department of Computer Science, West University of Timisoara, Vasile Parvan Avenue, Nr. 4, 300223, Timisoara, Timis, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, West University of Timisoara, Vasile Parvan Avenue, Nr. 4, 300223, Timisoara, Timis, Romania","institution_ids":["https://openalex.org/I3121153395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115561016","display_name":"Ana Coporan","orcid":null},"institutions":[{"id":"https://openalex.org/I3121153395","display_name":"West University of Timi\u015foara","ror":"https://ror.org/0583a0t97","country_code":"RO","type":"education","lineage":["https://openalex.org/I3121153395"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ana Coporan","raw_affiliation_strings":["Department of Computer Science, West University of Timisoara, Vasile Parvan Avenue, Nr. 4, 300223, Timisoara, Timis, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, West University of Timisoara, Vasile Parvan Avenue, Nr. 4, 300223, Timisoara, Timis, Romania","institution_ids":["https://openalex.org/I3121153395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074295040","display_name":"Adina Magda Florea","orcid":"https://orcid.org/0000-0001-7249-1871"},"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":"Adina Magda Florea","raw_affiliation_strings":["Department of Computer Science, University Politehnica of Bucharest, Splaiul Independentei 313, 060042, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University Politehnica of Bucharest, Splaiul Independentei 313, 060042, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019986541","display_name":"Codruta Istin","orcid":null},"institutions":[{"id":"https://openalex.org/I3122695212","display_name":"Polytechnic University of Timi\u015foara","ror":"https://ror.org/02v91gy68","country_code":"RO","type":"education","lineage":["https://openalex.org/I3122695212"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Codruta Istin","raw_affiliation_strings":["Department of Computer and Information Technology, Politehnica University of Timisoara, Bd. Vasile P\u00e2rvan 2, 300223, Timisoara, Timis, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Technology, Politehnica University of Timisoara, Bd. Vasile P\u00e2rvan 2, 300223, Timisoara, Timis, Romania","institution_ids":["https://openalex.org/I3122695212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015300409"],"corresponding_institution_ids":["https://openalex.org/I3121153395","https://openalex.org/I3122695212"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19763526,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"37","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.18199999630451202,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.18199999630451202,"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":0.11270000040531158,"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/T11094","display_name":"Face Recognition and Perception","score":0.093299999833107,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pascal","display_name":"Pascal (unit)","score":0.6464999914169312},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5605000257492065},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5091999769210815},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5008999705314636},{"id":"https://openalex.org/keywords/dice","display_name":"Dice","score":0.4754999876022339},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.4099999964237213}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6926000118255615},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.651199996471405},{"id":"https://openalex.org/C75608658","wikidata":"https://www.wikidata.org/wiki/Q44395","display_name":"Pascal (unit)","level":2,"score":0.6464999914169312},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5605000257492065},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5091999769210815},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5008999705314636},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.4754999876022339},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4404999911785126},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.4099999964237213},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3984000086784363},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.39160001277923584},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.28929999470710754},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.2718000113964081},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.26820001006126404},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.2630999982357025},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.260699987411499}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00138-025-01766-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00138-025-01766-w","pdf_url":null,"source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"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":"Machine Vision and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1787224781","https://openalex.org/W1849277567","https://openalex.org/W2031489346","https://openalex.org/W2061253660","https://openalex.org/W2117539524","https://openalex.org/W2195388612","https://openalex.org/W2809150600","https://openalex.org/W2950768109","https://openalex.org/W2962858109","https://openalex.org/W3035422918","https://openalex.org/W3132191748","https://openalex.org/W3138516171","https://openalex.org/W3176196997","https://openalex.org/W3203841574","https://openalex.org/W4210595036","https://openalex.org/W4211264657","https://openalex.org/W4212875960","https://openalex.org/W4213174719","https://openalex.org/W4221163766","https://openalex.org/W4289517144","https://openalex.org/W4308234323","https://openalex.org/W4321232185","https://openalex.org/W4390874575","https://openalex.org/W4391725261","https://openalex.org/W4393156092","https://openalex.org/W4399678054","https://openalex.org/W4405356482","https://openalex.org/W4409605433","https://openalex.org/W4410521096","https://openalex.org/W4413147663"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-28T16:35:41.943006","created_date":"2025-11-23T00:00:00"}