{"id":"https://openalex.org/W2546081495","doi":"https://doi.org/10.1109/aipr.2014.7041900","title":"Modified deconvolution using wavelet image fusion","display_name":"Modified deconvolution using wavelet image fusion","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2546081495","doi":"https://doi.org/10.1109/aipr.2014.7041900","mag":"2546081495"},"language":"en","primary_location":{"id":"doi:10.1109/aipr.2014.7041900","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aipr.2014.7041900","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Applied Imagery Pattern Recognition Workshop (AIPR)","raw_type":"proceedings-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":null,"display_name":"Michael J. McLaughlin","orcid":null},"institutions":[{"id":"https://openalex.org/I200885203","display_name":"Indiana University of Pennsylvania","ror":"https://ror.org/0511cmw96","country_code":"US","type":"education","lineage":["https://openalex.org/I200885203"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Michael J. McLaughlin","raw_affiliation_strings":["Soundararajan Ezekiel, Indiana University of PA, Indiana, PA"],"affiliations":[{"raw_affiliation_string":"Soundararajan Ezekiel, Indiana University of PA, Indiana, PA","institution_ids":["https://openalex.org/I200885203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014758330","display_name":"En-Ui Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I200885203","display_name":"Indiana University of Pennsylvania","ror":"https://ror.org/0511cmw96","country_code":"US","type":"education","lineage":["https://openalex.org/I200885203"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"En-Ui Lin","raw_affiliation_strings":["Soundararajan Ezekiel, Indiana University of PA, Indiana, PA"],"affiliations":[{"raw_affiliation_string":"Soundararajan Ezekiel, Indiana University of PA, Indiana, PA","institution_ids":["https://openalex.org/I200885203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023894377","display_name":"Erik Blasch","orcid":"https://orcid.org/0000-0001-6894-6108"},"institutions":[{"id":"https://openalex.org/I1280414376","display_name":"United States Air Force Research Laboratory","ror":"https://ror.org/02e2egq70","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4389425425"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erik Blasch","raw_affiliation_strings":["Air Force Research Laboratory, Rome, NY"],"affiliations":[{"raw_affiliation_string":"Air Force Research Laboratory, Rome, NY","institution_ids":["https://openalex.org/I1280414376"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029372978","display_name":"Adnan Bubalo","orcid":null},"institutions":[{"id":"https://openalex.org/I1280414376","display_name":"United States Air Force Research Laboratory","ror":"https://ror.org/02e2egq70","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4389425425"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adnan Bubalo","raw_affiliation_strings":["Air Force Research Laboratory, Rome, NY"],"affiliations":[{"raw_affiliation_string":"Air Force Research Laboratory, Rome, NY","institution_ids":["https://openalex.org/I1280414376"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010341160","display_name":"Maria Cornacchia","orcid":null},"institutions":[{"id":"https://openalex.org/I1280414376","display_name":"United States Air Force Research Laboratory","ror":"https://ror.org/02e2egq70","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4389425425"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maria Cornacchia","raw_affiliation_strings":["Air Force Research Laboratory, Rome, NY"],"affiliations":[{"raw_affiliation_string":"Air Force Research Laboratory, Rome, NY","institution_ids":["https://openalex.org/I1280414376"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087510677","display_name":"Mark Alford","orcid":"https://orcid.org/0000-0001-9675-7005"},"institutions":[{"id":"https://openalex.org/I1280414376","display_name":"United States Air Force Research Laboratory","ror":"https://ror.org/02e2egq70","country_code":"US","type":"facility","lineage":["https://openalex.org/I1280414376","https://openalex.org/I1330347796","https://openalex.org/I4210102105","https://openalex.org/I4389425425"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Alford","raw_affiliation_strings":["Air Force Research Laboratory, Rome, NY"],"affiliations":[{"raw_affiliation_string":"Air Force Research Laboratory, Rome, NY","institution_ids":["https://openalex.org/I1280414376"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027350885","display_name":"Millicent Thomas","orcid":null},"institutions":[{"id":"https://openalex.org/I36819085","display_name":"Northwest University","ror":"https://ror.org/00y7snj24","country_code":"US","type":"education","lineage":["https://openalex.org/I36819085"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Millicent Thomas","raw_affiliation_strings":["Northwest University, Kirkland, AW"],"affiliations":[{"raw_affiliation_string":"Northwest University, Kirkland, AW","institution_ids":["https://openalex.org/I36819085"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I200885203"],"apc_list":null,"apc_paid":null,"fwci":0.9887,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82085456,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"46","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998000264167786,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998000264167786,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9997000098228455,"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":0.9995999932289124,"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/deconvolution","display_name":"Deconvolution","score":0.8715894222259521},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7830748558044434},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7604382038116455},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.697157084941864},{"id":"https://openalex.org/keywords/blind-deconvolution","display_name":"Blind deconvolution","score":0.6930428147315979},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.6815676093101501},{"id":"https://openalex.org/keywords/wiener-deconvolution","display_name":"Wiener deconvolution","score":0.6149353981018066},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4995138645172119},{"id":"https://openalex.org/keywords/motion-blur","display_name":"Motion blur","score":0.4982879161834717},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.47172632813453674},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.46687620878219604},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.43153318762779236},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.331840842962265},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32394251227378845},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2911158800125122},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20204207301139832},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.0673958957195282}],"concepts":[{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.8715894222259521},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7830748558044434},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7604382038116455},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.697157084941864},{"id":"https://openalex.org/C30044814","wikidata":"https://www.wikidata.org/wiki/Q11334452","display_name":"Blind deconvolution","level":3,"score":0.6930428147315979},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.6815676093101501},{"id":"https://openalex.org/C15652857","wikidata":"https://www.wikidata.org/wiki/Q599016","display_name":"Wiener deconvolution","level":4,"score":0.6149353981018066},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4995138645172119},{"id":"https://openalex.org/C2777708103","wikidata":"https://www.wikidata.org/wiki/Q852589","display_name":"Motion blur","level":3,"score":0.4982879161834717},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.47172632813453674},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.46687620878219604},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.43153318762779236},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.331840842962265},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32394251227378845},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2911158800125122},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20204207301139832},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.0673958957195282},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aipr.2014.7041900","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aipr.2014.7041900","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Applied Imagery Pattern Recognition Workshop (AIPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338294","display_name":"Air Force Research Laboratory","ror":"https://ror.org/02e2egq70"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W179046496","https://openalex.org/W258684176","https://openalex.org/W308886053","https://openalex.org/W1982461502","https://openalex.org/W1990937392","https://openalex.org/W2004766774","https://openalex.org/W2027231794","https://openalex.org/W2033654478","https://openalex.org/W2037198541","https://openalex.org/W2059448761","https://openalex.org/W2060504537","https://openalex.org/W2091136794","https://openalex.org/W2102608813","https://openalex.org/W2106944077","https://openalex.org/W2118456997","https://openalex.org/W2140657893","https://openalex.org/W2142060261","https://openalex.org/W2161238905","https://openalex.org/W2169394804","https://openalex.org/W2201052024","https://openalex.org/W2280477584","https://openalex.org/W2340781697","https://openalex.org/W6607399488","https://openalex.org/W6610839567","https://openalex.org/W6659875462","https://openalex.org/W6665590866","https://openalex.org/W6673167169","https://openalex.org/W6683812499","https://openalex.org/W6687817550"],"related_works":["https://openalex.org/W2316473979","https://openalex.org/W2808332603","https://openalex.org/W2094499330","https://openalex.org/W2153878111","https://openalex.org/W2809398103","https://openalex.org/W2189446904","https://openalex.org/W2003851415","https://openalex.org/W2591816639","https://openalex.org/W2186341470","https://openalex.org/W2787429668"],"abstract_inverted_index":{"Image":[0],"quality":[1],"is":[2,39,84,101,107,221],"affected":[3],"by":[4,144,204],"two":[5,63],"predominant":[6],"factors,":[7],"noise":[8],"and":[9,20,79,177,192,208,226,247],"blur.":[10,145],"Blur":[11,82],"typically":[12],"manifests":[13],"itself":[14],"as":[15,24],"a":[16,41,73,104,128,155,168,181],"smoothing":[17],"of":[18,27,37,48,75,92,150],"edges,":[19],"can":[21,137],"be":[22],"described":[23],"the":[25,46,54,68,76,93,140,148,174,190,198,209,213],"convolution":[26,38],"an":[28,31,60,86],"image":[29,61,106,161,200,215],"with":[30,89],"unknown":[32],"blur":[33,58,69,151,166,175],"kernel.":[34],"The":[35,195,218],"inverse":[36],"deconvolution,":[40,152,158],"difficult":[42],"process":[43],"even":[44],"in":[45,197,212],"absence":[47],"noise,":[49],"which":[50],"aims":[51],"to":[52,96,120,164,188,228,240],"recover":[53],"true":[55],"image.":[56,81,170],"Removing":[57],"from":[59,167],"has":[62,237],"stages:":[64],"identifying":[65],"or":[66,123],"approximating":[67],"kernel,":[70,176],"then":[71,178],"performing":[72],"deconvolution":[74,205],"estimated":[77],"kernel":[78,94],"blurred":[80,108,118,134,191,199],"removal":[83],"often":[85],"iterative":[87],"process,":[88,131],"successive":[90],"approximations":[91],"leading":[95],"optimal":[97],"results.":[98],"However,":[99],"it":[100],"unlikely":[102],"that":[103,201,234],"given":[105],"uniformly.":[109],"In":[110],"real":[111],"world":[112],"situations":[113],"most":[114],"images":[115],"are":[116,186,202,206,216],"already":[117],"due":[119],"object":[121],"motion":[122],"camera":[124],"motion/de":[125],"focus.":[126],"Deconvolution,":[127],"computationally":[129],"expensive":[130],"will":[132],"sharpen":[133],"regions,":[135],"but":[136],"also":[138],"degrade":[139],"regions":[141],"previously":[142],"unaffected":[143],"To":[146],"remedy":[147],"limitations":[149],"we":[153,172,179],"propose":[154],"novel,":[156],"modified":[157],"using":[159,223],"wavelet":[160,184],"fusion":[162],"(moDuWIF),":[163],"remove":[165],"no-reference":[169],"First,":[171],"estimate":[173],"perform":[180],"deconvolution.":[182],"Finally,":[183],"techniques":[185],"implemented":[187],"fuse":[189],"deblurred":[193,214],"images.":[194],"details":[196],"lost":[203],"recovered,":[207],"sharpened":[210],"features":[211],"retained.":[217],"proposed":[219],"technique":[220],"evaluated":[222],"several":[224],"metrics":[225],"compared":[227],"standard":[229],"approaches.":[230],"Our":[231],"results":[232],"show":[233],"this":[235],"approach":[236],"potential":[238],"applications":[239],"many":[241],"fields,":[242],"including:":[243],"medical":[244],"imaging,":[245],"topography,":[246],"computer":[248],"vision.":[249]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}