{"id":"https://openalex.org/W3202497266","doi":"https://doi.org/10.1007/s10844-021-00656-7","title":"Leveraging colour-based pseudo-labels to supervise saliency detection in hyperspectral image datasets","display_name":"Leveraging colour-based pseudo-labels to supervise saliency detection in hyperspectral image datasets","publication_year":2021,"publication_date":"2021-08-11","ids":{"openalex":"https://openalex.org/W3202497266","doi":"https://doi.org/10.1007/s10844-021-00656-7","mag":"3202497266"},"language":"en","primary_location":{"id":"doi:10.1007/s10844-021-00656-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10844-021-00656-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10844-021-00656-7.pdf","source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10844-021-00656-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055560733","display_name":"Annalisa Appice","orcid":"https://orcid.org/0000-0001-9840-844X"},"institutions":[{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]},{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Annalisa Appice","raw_affiliation_strings":["Consorzio Interuniversitario Nazionale per l\u2019Informatica - CINI, Bari, Italy","Dipartimento di Informatica, Universit\u00e0 degli Studi di Bari Aldo Moro, via Orabona, 4, 70125, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9840-844X","affiliations":[{"raw_affiliation_string":"Consorzio Interuniversitario Nazionale per l\u2019Informatica - CINI, Bari, Italy","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Bari Aldo Moro, via Orabona, 4, 70125, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029068127","display_name":"Angelo Cannarile","orcid":null},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angelo Cannarile","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 degli Studi di Bari Aldo Moro, via Orabona, 4, 70125, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Bari Aldo Moro, via Orabona, 4, 70125, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009081606","display_name":"Antonella Falini","orcid":"https://orcid.org/0000-0001-6226-8967"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonella Falini","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 degli Studi di Bari Aldo Moro, via Orabona, 4, 70125, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6226-8967","affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Bari Aldo Moro, via Orabona, 4, 70125, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035789137","display_name":"Donato Malerba","orcid":"https://orcid.org/0000-0001-8432-4608"},"institutions":[{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]},{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Donato Malerba","raw_affiliation_strings":["Consorzio Interuniversitario Nazionale per l\u2019Informatica - CINI, Bari, Italy","Dipartimento di Informatica, Universit\u00e0 degli Studi di Bari Aldo Moro, via Orabona, 4, 70125, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8432-4608","affiliations":[{"raw_affiliation_string":"Consorzio Interuniversitario Nazionale per l\u2019Informatica - CINI, Bari, Italy","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Bari Aldo Moro, via Orabona, 4, 70125, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027255213","display_name":"Francesca Mazzia","orcid":"https://orcid.org/0000-0003-1072-9578"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Mazzia","raw_affiliation_strings":["Dipartimento di Informatica, Universit\u00e0 degli Studi di Bari Aldo Moro, via Orabona, 4, 70125, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1072-9578","affiliations":[{"raw_affiliation_string":"Dipartimento di Informatica, Universit\u00e0 degli Studi di Bari Aldo Moro, via Orabona, 4, 70125, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055865783","display_name":"Cristiano Tamborrino","orcid":"https://orcid.org/0000-0002-5478-1792"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cristiano Tamborrino","raw_affiliation_strings":["Dipartimento di Matematica, Universit\u00e0 degli Studi di Bari Aldo Moro, via Orabona, 4, 70125, Bari, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Matematica, Universit\u00e0 degli Studi di Bari Aldo Moro, via Orabona, 4, 70125, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5055560733"],"corresponding_institution_ids":["https://openalex.org/I4210152452","https://openalex.org/I5561750"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":0.097,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.40513234,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"57","issue":"3","first_page":"423","last_page":"446"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9994000196456909,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9983999729156494,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9836000204086304,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.9384270906448364},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8356618881225586},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7185546159744263},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.7003134489059448},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4941864311695099},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4762404263019562},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42692720890045166},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4217592775821686}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.9384270906448364},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8356618881225586},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7185546159744263},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.7003134489059448},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4941864311695099},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4762404263019562},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42692720890045166},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4217592775821686},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10844-021-00656-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10844-021-00656-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10844-021-00656-7.pdf","source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:ricerca.uniba.it:11586/379586","is_oa":false,"landing_page_url":"http://hdl.handle.net/11586/379586","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:ricerca.uniba.it:11586/449802","is_oa":true,"landing_page_url":"https://hdl.handle.net/11586/449802","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10844-021-00656-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10844-021-00656-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10844-021-00656-7.pdf","source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.8299999833106995}],"awards":[{"id":"https://openalex.org/G2484832597","display_name":null,"funder_award_id":"2014-2020","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"},{"id":"https://openalex.org/G3515305893","display_name":null,"funder_award_id":"PON Ricerca e Innovazione 2014-2020","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"},{"id":"https://openalex.org/G3527361917","display_name":null,"funder_award_id":"H94F18000260006","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"},{"id":"https://openalex.org/G738079547","display_name":null,"funder_award_id":"ARS01\u02d900820","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"},{"id":"https://openalex.org/G8022744137","display_name":null,"funder_award_id":"H95G18000120006","funder_id":"https://openalex.org/F4320321873","funder_display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca"}],"funders":[{"id":"https://openalex.org/F4320311030","display_name":"Istituto Nazionale di Alta Matematica \"Francesco Severi\"","ror":"https://ror.org/01vx64p53"},{"id":"https://openalex.org/F4320321873","display_name":"Ministero dell\u2019Istruzione, dell\u2019Universit\u00e0 e della Ricerca","ror":"https://ror.org/0166hxq48"},{"id":"https://openalex.org/F4320331528","display_name":"Ministero dell'Universit\u00e0 e della Ricerca","ror":null},{"id":"https://openalex.org/F4320334079","display_name":"Gruppo Nazionale per il Calcolo Scientifico","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3202497266.pdf","grobid_xml":"https://content.openalex.org/works/W3202497266.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W1497599070","https://openalex.org/W1513064999","https://openalex.org/W1543895284","https://openalex.org/W1565746575","https://openalex.org/W2002019260","https://openalex.org/W2013251902","https://openalex.org/W2037034832","https://openalex.org/W2039824374","https://openalex.org/W2041479628","https://openalex.org/W2063608179","https://openalex.org/W2082464775","https://openalex.org/W2087263574","https://openalex.org/W2098057602","https://openalex.org/W2100805904","https://openalex.org/W2128272608","https://openalex.org/W2133059825","https://openalex.org/W2144460512","https://openalex.org/W2146610201","https://openalex.org/W2160613239","https://openalex.org/W2183450031","https://openalex.org/W2198877114","https://openalex.org/W2294740405","https://openalex.org/W2295598076","https://openalex.org/W2332761596","https://openalex.org/W2507855991","https://openalex.org/W2531736579","https://openalex.org/W2546881260","https://openalex.org/W2547107546","https://openalex.org/W2569272946","https://openalex.org/W2757242159","https://openalex.org/W2757552570","https://openalex.org/W2766083846","https://openalex.org/W2778685442","https://openalex.org/W2787334870","https://openalex.org/W2792684107","https://openalex.org/W2809907875","https://openalex.org/W2901941296","https://openalex.org/W2902998908","https://openalex.org/W2904768136","https://openalex.org/W2921653116","https://openalex.org/W2922178938","https://openalex.org/W2928165649","https://openalex.org/W2950819296","https://openalex.org/W2961290969","https://openalex.org/W2966117215","https://openalex.org/W2984191471","https://openalex.org/W3000173382","https://openalex.org/W3016840912","https://openalex.org/W3022274771","https://openalex.org/W3025715948","https://openalex.org/W3038084796","https://openalex.org/W3039718605","https://openalex.org/W3089951744","https://openalex.org/W3097170121","https://openalex.org/W3098389804","https://openalex.org/W3102094077","https://openalex.org/W3120328885","https://openalex.org/W4252434178","https://openalex.org/W6679978324"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2070598848","https://openalex.org/W3034375524","https://openalex.org/W2060875994","https://openalex.org/W2027399350","https://openalex.org/W2044184146","https://openalex.org/W4313014865","https://openalex.org/W2019190440","https://openalex.org/W2380243858"],"abstract_inverted_index":{"Abstract":[0],"Saliency":[1],"detection":[2,59,72,88],"mimics":[3],"the":[4,24,79,114,127],"natural":[5],"visual":[6,20],"attention":[7,21],"mechanism":[8],"that":[9],"identifies":[10],"an":[11,82],"imagery":[12,91],"region":[13],"to":[14,135],"be":[15],"salient":[16],"when":[17],"it":[18],"attracts":[19],"more":[22],"than":[23],"background.":[25],"This":[26],"image":[27],"analysis":[28],"task":[29],"covers":[30],"many":[31],"important":[32],"applications":[33],"in":[34,60,74,89],"several":[35,136],"fields":[36],"such":[37],"as":[38],"military":[39],"science,":[40],"ocean":[41],"research,":[42],"resources":[43],"exploration,":[44],"disaster":[45],"and":[46],"land-use":[47],"monitoring":[48],"tasks.":[49],"Despite":[50],"hundreds":[51],"of":[52,113,116],"models":[53],"have":[54],"been":[55],"proposed":[56,128],"for":[57,69,86],"saliency":[58,71,87,97,107],"colour":[61],"images,":[62],"there":[63],"is":[64,93],"still":[65],"a":[66,101],"large":[67],"room":[68],"improving":[70],"performances":[73],"hyperspectral":[75,90,121],"imaging":[76],"analysis.":[77],"In":[78],"present":[80],"study,":[81],"ensemble":[83],"learning":[84],"methodology":[85,129],"datasets":[92],"presented.":[94],"It":[95],"enhances":[96],"assignments":[98],"yielded":[99],"through":[100],"robust":[102],"colour-based":[103],"technique":[104],"with":[105,126],"new":[106],"information":[108,118],"extracted":[109],"by":[110],"taking":[111],"advantage":[112],"abundance":[115],"spectral":[117],"on":[119],"multiple":[120],"images.":[122],"The":[123],"experiments":[124],"performed":[125],"provide":[130],"encouraging":[131],"results,":[132],"also":[133],"compared":[134],"competitors.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2021-10-11T00:00:00"}