{"id":"https://openalex.org/W4291237373","doi":"https://doi.org/10.1016/j.softx.2022.101182","title":"Decomp2d: An R solution for image decomposition","display_name":"Decomp2d: An R solution for image decomposition","publication_year":2022,"publication_date":"2022-07-01","ids":{"openalex":"https://openalex.org/W4291237373","doi":"https://doi.org/10.1016/j.softx.2022.101182"},"language":"en","primary_location":{"id":"doi:10.1016/j.softx.2022.101182","doi":"https://doi.org/10.1016/j.softx.2022.101182","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.softx.2022.101182","pdf_url":null,"source":{"id":"https://openalex.org/S2506067282","display_name":"SoftwareX","issn_l":"2352-7110","issn":["2352-7110"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-200","vabb-shw"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SoftwareX","raw_type":"journal-article"},"volume":null,"type":"software-paper","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.softx.2022.101182","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032931435","display_name":"Hee\u2010Seok Oh","orcid":"https://orcid.org/0000-0002-1501-0530","observed_orcids":["https://orcid.org/0000-0002-1501-0530"]},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hee-Seok Oh","raw_affiliation_strings":["Department of Statistics, Seoul National University, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061891269","display_name":"Guebin Choi","orcid":"https://orcid.org/0000-0003-1582-9324","observed_orcids":["https://orcid.org/0000-0003-1582-9324"]},"institutions":[{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Guebin Choi","raw_affiliation_strings":["Department of Statistics, Jeonbuk National University, Jeonju, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, Jeonbuk National University, Jeonju, Republic of Korea","institution_ids":["https://openalex.org/I80611190"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067386174","display_name":"Donghoh Kim","orcid":"https://orcid.org/0000-0001-7031-5639","observed_orcids":["https://orcid.org/0000-0001-7031-5639"]},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Donghoh Kim","raw_affiliation_strings":["Department of Mathematics and Statistics, Sejong University, Seoul, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-7031-5639","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, Sejong University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I28777354"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032931435","https://openalex.org/A5061891269","https://openalex.org/A5067386174"],"corresponding_institution_ids":["https://openalex.org/I139264467","https://openalex.org/I28777354","https://openalex.org/I80611190"],"apc_list":{"value":600,"currency":"USD","value_usd":600},"apc_paid":{"value":600,"currency":"USD","value_usd":600},"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":null,"first_page":"101182","last_page":"101182"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.5781000256538391,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.5781000256538391,"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/T13398","display_name":"Data Analysis with R","score":0.1265999972820282,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.03099999949336052,"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/image-decomposition","display_name":"image decomposition","score":0.9990000128746033},{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.6209999918937683},{"id":"https://openalex.org/keywords/image-processing","display_name":"image processing","score":0.7910000085830688},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.7829999923706055},{"id":"https://openalex.org/keywords/image-compression","display_name":"image compression","score":0.8479999899864197},{"id":"https://openalex.org/keywords/image-denoising","display_name":"image denoising","score":0.8870000243186951},{"id":"https://openalex.org/keywords/image-enhancement","display_name":"image enhancement","score":0.8659999966621399},{"id":"https://openalex.org/keywords/image-restoration","display_name":"image restoration","score":0.9900000095367432}],"concepts":[{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.7773815393447876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6734108924865723},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6558355689048767},{"id":"https://openalex.org/C126422989","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature detection (computer vision)","level":4,"score":0.606888473033905},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.5815168619155884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5585160255432129},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.5451204180717468},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.5049417614936829},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48441603779792786},{"id":"https://openalex.org/C2778258933","wikidata":"https://www.wikidata.org/wiki/Q16918986","display_name":"Decomposition method (queueing theory)","level":2,"score":0.45298370718955994},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44243770837783813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18431887030601501},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.053319185972213745},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.softx.2022.101182","doi":"https://doi.org/10.1016/j.softx.2022.101182","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.softx.2022.101182","pdf_url":null,"source":{"id":"https://openalex.org/S2506067282","display_name":"SoftwareX","issn_l":"2352-7110","issn":["2352-7110"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-200","vabb-shw"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SoftwareX","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7d462462365f483ca5f820b8f4cdf7f5","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/7d462462365f483ca5f820b8f4cdf7f5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SoftwareX, Vol 19, Iss , Pp 101182- (2022)","raw_type":"article"},{"id":"pmh:oai:s-space.snu.ac.kr:10371/185851","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/10371/185851","pdf_url":null,"source":{"id":"https://openalex.org/S4306401345","display_name":"Seoul National University Open Repository (Seoul National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I139264467","host_organization_name":"Seoul National University","host_organization_lineage":["https://openalex.org/I139264467"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1016/j.softx.2022.101182","doi":"https://doi.org/10.1016/j.softx.2022.101182","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.softx.2022.101182","pdf_url":null,"source":{"id":"https://openalex.org/S2506067282","display_name":"SoftwareX","issn_l":"2352-7110","issn":["2352-7110"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-1","ki-jl-1","norway-1","poland-200","vabb-shw"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SoftwareX","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G3285623891","display_name":null,"funder_award_id":"2021R1A2C1091357","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G4743524401","display_name":null,"funder_award_id":"2021R1G1A1094937","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6843473522","display_name":null,"funder_award_id":"2021R1F1A1047506","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W177296396","https://openalex.org/W1973048907","https://openalex.org/W1998716437","https://openalex.org/W2007221293","https://openalex.org/W2009465763","https://openalex.org/W2015544881","https://openalex.org/W2031586513","https://openalex.org/W2031614119","https://openalex.org/W2037221767","https://openalex.org/W2077896037","https://openalex.org/W2102544846","https://openalex.org/W2120390927","https://openalex.org/W2122470043","https://openalex.org/W2125056386","https://openalex.org/W2138402108","https://openalex.org/W2142528733","https://openalex.org/W2150072852","https://openalex.org/W2170044118","https://openalex.org/W2324992963","https://openalex.org/W3014559955","https://openalex.org/W3037960592","https://openalex.org/W3102703560","https://openalex.org/W3157056824","https://openalex.org/W4251586995","https://openalex.org/W4302067267","https://openalex.org/W4399547166","https://openalex.org/W4399581383","https://openalex.org/W4399587712","https://openalex.org/W4399589392","https://openalex.org/W4399591527","https://openalex.org/W6869631620"],"related_works":["https://openalex.org/W4231983091","https://openalex.org/W2761297605","https://openalex.org/W2796262976","https://openalex.org/W7144729743","https://openalex.org/W3120123243","https://openalex.org/W7145726625","https://openalex.org/W2780814225","https://openalex.org/W2236924518","https://openalex.org/W4254718138","https://openalex.org/W1982019542"],"abstract_inverted_index":{"The":[0],"subjects":[1],"of":[2,66],"image":[3,10,34,39,52,67],"processing":[4],"include":[5],"feature":[6],"extraction,":[7],"compression,":[8],"denoising,":[9],"enhancement,":[11],"and":[12],"restoration.":[13],"Many":[14],"softwares":[15],"have":[16,25],"been":[17],"developed":[18],"for":[19,38,51],"these":[20],"studies.":[21],"However,":[22],"few":[23],"studies":[24],"focused":[26],"on":[27,70],"decomposition":[28,35,68],"in":[29],"the":[30,64],"literature,":[31],"even":[32],"though":[33],"is":[36],"essential":[37],"processing.":[40],"This":[41],"paper":[42],"reviews":[43],"several":[44],"two-dimensional":[45],"methods":[46],"that":[47],"can":[48],"be":[49],"adapted":[50],"decomposition.":[53],"Furthermore,":[54],"we":[55],"provide":[56],"an":[57],"R":[58,72],"solution":[59],"termed":[60],"Decomp2d,":[61],"tailored":[62],"to":[63],"viewpoint":[65],"based":[69],"existing":[71],"packages.":[73]},"counts_by_year":[],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-08-13T00:00:00"}