{"id":"https://openalex.org/W2314311368","doi":"https://doi.org/10.5121/sipij.2012.3412","title":"Image Fusion Using Pca in Cs Domain","display_name":"Image Fusion Using Pca in Cs Domain","publication_year":2012,"publication_date":"2012-08-31","ids":{"openalex":"https://openalex.org/W2314311368","doi":"https://doi.org/10.5121/sipij.2012.3412","mag":"2314311368"},"language":"en","primary_location":{"id":"doi:10.5121/sipij.2012.3412","doi":"https://doi.org/10.5121/sipij.2012.3412","is_oa":true,"landing_page_url":"https://doi.org/10.5121/sipij.2012.3412","pdf_url":"https://doi.org/10.5121/sipij.2012.3412","source":{"id":"https://openalex.org/S4210212861","display_name":"Signal & Image Processing An International Journal","issn_l":"0976-710X","issn":["0976-710X","2229-3922"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal &amp; Image Processing : An International Journal","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W2314311368"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.5121/sipij.2012.3412","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021370817","display_name":"Saeedeh Zebhi","orcid":"https://orcid.org/0000-0002-2281-7316","observed_orcids":["https://orcid.org/0000-0002-2281-7316"]},"institutions":[{"id":"https://openalex.org/I112536369","display_name":"Yazd University","ror":"https://ror.org/02x99ac45","country_code":"IR","type":"education","lineage":["https://openalex.org/I112536369"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"S Zebhi","raw_affiliation_strings":["Signal Processing Research Group, Electrical and Computer Engineering Department, Yazd University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signal Processing Research Group, Electrical and Computer Engineering Department, Yazd University","institution_ids":["https://openalex.org/I112536369"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5021370817"],"corresponding_institution_ids":["https://openalex.org/I112536369"],"apc_list":null,"apc_paid":null,"fwci":3.8499,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.91882805,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"3","issue":"4","first_page":"153","last_page":"161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9976000189781189,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.00019999999494757503,"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-fusion","display_name":"image fusion","score":0.996999979019165},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"compressed sensing","score":0.8529999852180481},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"principal component analysis","score":0.8009999990463257},{"id":"https://openalex.org/keywords/discrete-cosine-transform","display_name":"discrete cosine transform","score":0.9810000061988831},{"id":"https://openalex.org/keywords/sparse-representation","display_name":"sparse representation","score":0.460999995470047},{"id":"https://openalex.org/keywords/multi-focus-images","display_name":"multi-focus images","score":0.878000020980835},{"id":"https://openalex.org/keywords/noisy-images","display_name":"noisy images","score":0.8410000205039978},{"id":"https://openalex.org/keywords/computational-efficiency","display_name":"computational efficiency","score":0.7519999742507935}],"concepts":[{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5596870183944702},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5022382736206055},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.48833438754081726},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4315100312232971},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.42427825927734375},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4052094519138336},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3734615743160248},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.35334083437919617},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19190794229507446},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.06630772352218628},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5121/sipij.2012.3412","doi":"https://doi.org/10.5121/sipij.2012.3412","is_oa":true,"landing_page_url":"https://doi.org/10.5121/sipij.2012.3412","pdf_url":"https://doi.org/10.5121/sipij.2012.3412","source":{"id":"https://openalex.org/S4210212861","display_name":"Signal & Image Processing An International Journal","issn_l":"0976-710X","issn":["0976-710X","2229-3922"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal &amp; Image Processing : An International Journal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5121/sipij.2012.3412","doi":"https://doi.org/10.5121/sipij.2012.3412","is_oa":true,"landing_page_url":"https://doi.org/10.5121/sipij.2012.3412","pdf_url":"https://doi.org/10.5121/sipij.2012.3412","source":{"id":"https://openalex.org/S4210212861","display_name":"Signal & Image Processing An International Journal","issn_l":"0976-710X","issn":["0976-710X","2229-3922"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal &amp; Image Processing : An International Journal","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2314311368.pdf","grobid_xml":"https://content.openalex.org/works/W2314311368.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W247104752","https://openalex.org/W2072084423","https://openalex.org/W2082718470","https://openalex.org/W2114893784","https://openalex.org/W2119388146","https://openalex.org/W2129638195","https://openalex.org/W2295549646","https://openalex.org/W2360017885","https://openalex.org/W2963408069"],"related_works":["https://openalex.org/W1971222246","https://openalex.org/W2384958110","https://openalex.org/W2082718470","https://openalex.org/W1967572308","https://openalex.org/W1981796157","https://openalex.org/W180660899","https://openalex.org/W2372628800","https://openalex.org/W2113305535","https://openalex.org/W2322177350","https://openalex.org/W2969608649"],"abstract_inverted_index":{"Compressive":[0],"sampling":[1,24,70],"(CS),":[2],"also":[3,96],"called":[4],"Compressed":[5],"Sensing,":[6],"has":[7],"generated":[8],"a":[9,41],"tremendous":[10],"amount":[11],"of":[12,60,82],"excitement":[13],"in":[14,113],"the":[15,26,55,131],"image":[16,44,85],"processing":[17],"community.It":[18],"provides":[19,109],"an":[20],"alternative":[21],"to":[22,32,128],"Shannon/Nyquist":[23],"when":[25],"signal":[27],"under":[28],"acquisition":[29],"is":[30,97,134],"known":[31],"be":[33],"sparse":[34],"or":[35],"compressible.In":[36],"this":[37,51,123],"paper,":[38],"we":[39,53],"propose":[40],"new":[42],"efficient":[43],"fusion":[45,93,111],"method":[46,108,124],"for":[47,99],"compressed":[48,73],"sensing":[49],"imaging.In":[50],"method,":[52],"calculate":[54],"twodimensional":[56],"discrete":[57,79],"cosine":[58,80],"transform":[59,81],"multiple":[61],"input":[62],"images,":[63],"these":[64,88],"achieved":[65],"measurements":[66],"are":[67,75],"multiplied":[68],"with":[69],"filter,":[71],"so":[72],"images":[74],"obtained.we":[76],"take":[77],"inverse":[78],"them.Finally,":[83],"fused":[84],"achieves":[86],"from":[87],"results":[89,104],"by":[90],"using":[91,119],"PCA":[92],"method.This":[94],"approach":[95],"implemented":[98],"multi-focus":[100],"and":[101,117],"noisy":[102],"images.Simulation":[103],"show":[105],"that":[106],"our":[107],"promising":[110],"performance":[112],"both":[114],"visual":[115],"comparison":[116,118],"objective":[120],"measures.Moreover,":[121],"because":[122],"does":[125],"not":[126],"need":[127],"recovery":[129],"process":[130],"computational":[132],"time":[133],"decreased":[135],"very":[136],"much.":[137]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
