{"id":"https://openalex.org/W4382519416","doi":"https://doi.org/10.1007/978-3-031-36808-0_27","title":"Large Scale Study of\u00a0Binary Galaxy Image Classification and\u00a0the\u00a0Impact of\u00a0Image Augmentation Techniques","display_name":"Large Scale Study of\u00a0Binary Galaxy Image Classification and\u00a0the\u00a0Impact of\u00a0Image Augmentation Techniques","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4382519416","doi":"https://doi.org/10.1007/978-3-031-36808-0_27"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-36808-0_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-36808-0_27","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/A5092357389","display_name":"Tomas M\u016b\u017eas","orcid":"https://orcid.org/0000-0002-2346-724X"},"institutions":[{"id":"https://openalex.org/I173212132","display_name":"Vilnius University","ror":"https://ror.org/03nadee84","country_code":"LT","type":"education","lineage":["https://openalex.org/I173212132"]}],"countries":["LT"],"is_corresponding":true,"raw_author_name":"Tomas M\u016b\u017eas","raw_affiliation_strings":["Institute of Computer Science, Faculty of Mathematics and Informatics, Vilnius University, Didlaukio 47, 08303, Vilnius, Lithuania"],"raw_orcid":"https://orcid.org/0000-0002-2346-724X","affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Faculty of Mathematics and Informatics, Vilnius University, Didlaukio 47, 08303, Vilnius, Lithuania","institution_ids":["https://openalex.org/I173212132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051097820","display_name":"Andrius Vytautas Misiukas Misi\u016bnas","orcid":"https://orcid.org/0000-0002-9279-6194"},"institutions":[{"id":"https://openalex.org/I173212132","display_name":"Vilnius University","ror":"https://ror.org/03nadee84","country_code":"LT","type":"education","lineage":["https://openalex.org/I173212132"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Andrius Vytautas Misiukas Misi\u016bnas","raw_affiliation_strings":["Institute of Computer Science, Faculty of Mathematics and Informatics, Vilnius University, Didlaukio 47, 08303, Vilnius, Lithuania"],"raw_orcid":"https://orcid.org/0000-0002-9279-6194","affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Faculty of Mathematics and Informatics, Vilnius University, Didlaukio 47, 08303, Vilnius, Lithuania","institution_ids":["https://openalex.org/I173212132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085897453","display_name":"Tadas Me\u0161kauskas","orcid":"https://orcid.org/0000-0002-2169-9135"},"institutions":[{"id":"https://openalex.org/I173212132","display_name":"Vilnius University","ror":"https://ror.org/03nadee84","country_code":"LT","type":"education","lineage":["https://openalex.org/I173212132"]}],"countries":["LT"],"is_corresponding":false,"raw_author_name":"Tadas Me\u0161kauskas","raw_affiliation_strings":["Institute of Computer Science, Faculty of Mathematics and Informatics, Vilnius University, Didlaukio 47, 08303, Vilnius, Lithuania"],"raw_orcid":"https://orcid.org/0000-0002-2169-9135","affiliations":[{"raw_affiliation_string":"Institute of Computer Science, Faculty of Mathematics and Informatics, Vilnius University, Didlaukio 47, 08303, Vilnius, Lithuania","institution_ids":["https://openalex.org/I173212132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092357389"],"corresponding_institution_ids":["https://openalex.org/I173212132"],"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":0.23383525,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"402","last_page":"412"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9747999906539917,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9729999899864197,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/redshift","display_name":"Redshift","score":0.6551287770271301},{"id":"https://openalex.org/keywords/galaxy","display_name":"Galaxy","score":0.6199877262115479},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5682527422904968},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.5423492193222046},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5253312587738037},{"id":"https://openalex.org/keywords/zoom","display_name":"Zoom","score":0.51792973279953},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5068386197090149},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48528310656547546},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.46927180886268616},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4647449851036072},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4632284641265869},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.4348020553588867},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.432658851146698},{"id":"https://openalex.org/keywords/astrophysics","display_name":"Astrophysics","score":0.3949427604675293},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.28123363852500916},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2289574146270752},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1583620011806488},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.09218865633010864}],"concepts":[{"id":"https://openalex.org/C33024259","wikidata":"https://www.wikidata.org/wiki/Q76250","display_name":"Redshift","level":3,"score":0.6551287770271301},{"id":"https://openalex.org/C98444146","wikidata":"https://www.wikidata.org/wiki/Q318","display_name":"Galaxy","level":2,"score":0.6199877262115479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5682527422904968},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.5423492193222046},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5253312587738037},{"id":"https://openalex.org/C124913957","wikidata":"https://www.wikidata.org/wiki/Q1232548","display_name":"Zoom","level":3,"score":0.51792973279953},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5068386197090149},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48528310656547546},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.46927180886268616},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4647449851036072},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4632284641265869},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4348020553588867},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.432658851146698},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.3949427604675293},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.28123363852500916},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2289574146270752},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1583620011806488},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.09218865633010864},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C15336307","wikidata":"https://www.wikidata.org/wiki/Q1766051","display_name":"Lens (geology)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-36808-0_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-36808-0_27","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":12,"referenced_works":["https://openalex.org/W2023037133","https://openalex.org/W2044738244","https://openalex.org/W2112193291","https://openalex.org/W2805881321","https://openalex.org/W2883005809","https://openalex.org/W2968857122","https://openalex.org/W2981430791","https://openalex.org/W2993270824","https://openalex.org/W3009913006","https://openalex.org/W3105205770","https://openalex.org/W3168682860","https://openalex.org/W4293212596"],"related_works":["https://openalex.org/W2788595494","https://openalex.org/W2244676099","https://openalex.org/W3172556642","https://openalex.org/W3157456843","https://openalex.org/W1990150827","https://openalex.org/W2036676347","https://openalex.org/W1589307369","https://openalex.org/W4224052708","https://openalex.org/W2111943219","https://openalex.org/W3165790285"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}