{"id":"https://openalex.org/W4405442397","doi":"https://doi.org/10.3390/rs16244697","title":"Blind Infrared Remote-Sensing Image Deblurring Algorithm via Edge Composite-Gradient Feature Prior and Detail Maintenance","display_name":"Blind Infrared Remote-Sensing Image Deblurring Algorithm via Edge Composite-Gradient Feature Prior and Detail Maintenance","publication_year":2024,"publication_date":"2024-12-16","ids":{"openalex":"https://openalex.org/W4405442397","doi":"https://doi.org/10.3390/rs16244697"},"language":"en","primary_location":{"id":"doi:10.3390/rs16244697","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16244697","pdf_url":"https://www.mdpi.com/2072-4292/16/24/4697/pdf?version=1734368485","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/24/4697/pdf?version=1734368485","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023772199","display_name":"Xiaohang Zhao","orcid":"https://orcid.org/0000-0003-3668-2712"},"institutions":[{"id":"https://openalex.org/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohang Zhao","raw_affiliation_strings":["Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","University of Chinese Academy of Sciences, Beijing 100049, China"],"affiliations":[{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I4210088164","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365307","display_name":"Mingxuan Li","orcid":"https://orcid.org/0009-0008-1235-147X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxuan Li","raw_affiliation_strings":["Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China"],"affiliations":[{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I4210088164","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027905223","display_name":"Ting Nie","orcid":"https://orcid.org/0000-0002-0676-3506"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Nie","raw_affiliation_strings":["Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China"],"affiliations":[{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I4210088164","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043234553","display_name":"Chengshan Han","orcid":"https://orcid.org/0000-0002-4957-2267"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengshan Han","raw_affiliation_strings":["Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China"],"affiliations":[{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I4210088164","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075538786","display_name":"Liang Huang","orcid":"https://orcid.org/0000-0001-6924-4466"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210088164","display_name":"Changchun Institute of Optics, Fine Mechanics and Physics","ror":"https://ror.org/012rct222","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210088164"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liang Huang","raw_affiliation_strings":["Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China"],"affiliations":[{"raw_affiliation_string":"Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China","institution_ids":["https://openalex.org/I4210088164","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075538786"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210088164"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.4828,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66673582,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"16","issue":"24","first_page":"4697","last_page":"4697"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9987000226974487,"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":0.9987000226974487,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9929999709129333,"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":0.9909999966621399,"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/deblurring","display_name":"Deblurring","score":0.9633923768997192},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6847265958786011},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.6237021684646606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6170034408569336},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5974826812744141},{"id":"https://openalex.org/keywords/kernel-density-estimation","display_name":"Kernel density estimation","score":0.5335863828659058},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5217233896255493},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5140784978866577},{"id":"https://openalex.org/keywords/latent-image","display_name":"Latent image","score":0.5001013278961182},{"id":"https://openalex.org/keywords/maximum-a-posteriori-estimation","display_name":"Maximum a posteriori estimation","score":0.48614737391471863},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4379185736179352},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43336498737335205},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4012026786804199},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36077073216438293},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.35917073488235474},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.24679139256477356},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23759201169013977}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.9633923768997192},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6847265958786011},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.6237021684646606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6170034408569336},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5974826812744141},{"id":"https://openalex.org/C71134354","wikidata":"https://www.wikidata.org/wiki/Q458825","display_name":"Kernel density estimation","level":3,"score":0.5335863828659058},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5217233896255493},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5140784978866577},{"id":"https://openalex.org/C205372313","wikidata":"https://www.wikidata.org/wiki/Q355645","display_name":"Latent image","level":3,"score":0.5001013278961182},{"id":"https://openalex.org/C9810830","wikidata":"https://www.wikidata.org/wiki/Q635384","display_name":"Maximum a posteriori estimation","level":3,"score":0.48614737391471863},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4379185736179352},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43336498737335205},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4012026786804199},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36077073216438293},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.35917073488235474},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.24679139256477356},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23759201169013977},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16244697","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16244697","pdf_url":"https://www.mdpi.com/2072-4292/16/24/4697/pdf?version=1734368485","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0eee65b6131243de8d62e10615ecba7e","is_oa":true,"landing_page_url":"https://doaj.org/article/0eee65b6131243de8d62e10615ecba7e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 24, p 4697 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16244697","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16244697","pdf_url":"https://www.mdpi.com/2072-4292/16/24/4697/pdf?version=1734368485","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G448213963","display_name":null,"funder_award_id":"62105328","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405442397.pdf","grobid_xml":"https://content.openalex.org/works/W4405442397.grobid-xml"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W233979554","https://openalex.org/W1457323852","https://openalex.org/W1598281290","https://openalex.org/W1895439721","https://openalex.org/W1916935112","https://openalex.org/W1986870929","https://openalex.org/W1987075379","https://openalex.org/W1994321112","https://openalex.org/W2009501432","https://openalex.org/W2010771616","https://openalex.org/W2018870862","https://openalex.org/W2030108224","https://openalex.org/W2032506791","https://openalex.org/W2036682493","https://openalex.org/W2047123483","https://openalex.org/W2081385919","https://openalex.org/W2088691392","https://openalex.org/W2094776444","https://openalex.org/W2095106682","https://openalex.org/W2102166818","https://openalex.org/W2135238609","https://openalex.org/W2167307343","https://openalex.org/W2172275395","https://openalex.org/W2396267364","https://openalex.org/W2433307521","https://openalex.org/W2474628748","https://openalex.org/W2560533888","https://openalex.org/W2588329416","https://openalex.org/W2624577109","https://openalex.org/W2740214449","https://openalex.org/W2740543610","https://openalex.org/W2769277030","https://openalex.org/W2776707568","https://openalex.org/W2777685367","https://openalex.org/W2795336962","https://openalex.org/W2798735168","https://openalex.org/W2909370557","https://openalex.org/W2923136550","https://openalex.org/W2955179830","https://openalex.org/W2963312584","https://openalex.org/W2964030969","https://openalex.org/W2992240579","https://openalex.org/W3003954661","https://openalex.org/W3006972771","https://openalex.org/W3011545201","https://openalex.org/W3014157549","https://openalex.org/W3014999631","https://openalex.org/W3065039129","https://openalex.org/W3096970131","https://openalex.org/W3174970555","https://openalex.org/W3211474784","https://openalex.org/W4205534488","https://openalex.org/W4229828140","https://openalex.org/W4296079450","https://openalex.org/W4309581918","https://openalex.org/W4313367683","https://openalex.org/W4316039930","https://openalex.org/W4316672372","https://openalex.org/W4323543388","https://openalex.org/W4387350703","https://openalex.org/W4387403455","https://openalex.org/W4389722232","https://openalex.org/W4390872982","https://openalex.org/W4390873798","https://openalex.org/W6642914273","https://openalex.org/W6644726133","https://openalex.org/W6674984112","https://openalex.org/W6686904142","https://openalex.org/W6698043622","https://openalex.org/W6803427635","https://openalex.org/W6841222298"],"related_works":["https://openalex.org/W2066613488","https://openalex.org/W2031788393","https://openalex.org/W791927757","https://openalex.org/W2182590612","https://openalex.org/W2247925651","https://openalex.org/W2973468176","https://openalex.org/W3153582293","https://openalex.org/W2269775642","https://openalex.org/W3080537281","https://openalex.org/W2905397092"],"abstract_inverted_index":{"The":[0,199],"problem":[1],"of":[2,16,89,101,119,125,144,222],"blind":[3,58],"image":[4,76,155],"deblurring":[5,59],"remains":[6],"a":[7,56],"challenging":[8],"inverse":[9],"problem,":[10],"due":[11],"to":[12,43,84,156],"the":[13,25,45,49,63,86,99,102,117,135,142,145,153,157,168,174,219],"ill-posed":[14],"nature":[15],"estimating":[17],"unknown":[18],"blur":[19,136],"kernels":[20],"and":[21,128,196,213,228],"latent":[22,160],"images":[23],"within":[24],"Maximum":[26],"A":[27],"Posteriori":[28],"(MAP)":[29],"framework.":[30],"To":[31,171],"address":[32],"this":[33,52],"challenge,":[34],"traditional":[35,184],"methods":[36,106,217],"often":[37],"rely":[38],"on":[39,62,109,116],"sparse":[40],"regularization":[41,187],"priors":[42],"mitigate":[44],"uncertainty":[46],"inherent":[47],"in":[48,72,93,131,193,231],"problem.":[50,103],"In":[51,134],"paper,":[53],"we":[54,140,177],"propose":[55],"novel":[57],"model":[60,202],"based":[61],"MAP":[64],"framework":[65],"that":[66,107,182],"leverages":[67],"Composite-Gradient":[68],"Feature":[69],"(CGF)":[70],"variations":[71],"edge":[73,91,120,150,191],"regions":[74,92],"after":[75],"blurring.":[77],"This":[78],"prior":[79],"term":[80],"is":[81,203],"specifically":[82],"designed":[83],"exploit":[85],"high":[87],"sparsity":[88],"sharp":[90,127],"clear":[94,195],"images,":[95],"thereby":[96],"effectively":[97],"alleviating":[98],"ill-posedness":[100],"Unlike":[104],"existing":[105],"focus":[108],"local":[110],"gradient":[111],"information,":[112],"our":[113,223],"approach":[114],"focuses":[115],"aggregation":[118],"regions,":[121],"enabling":[122],"better":[123,189],"detection":[124],"both":[126,194],"smoothed":[129,158],"edges":[130],"blurred":[132,154,197],"images.":[133,198],"kernel":[137,146],"estimation":[138],"process,":[139],"enhance":[141],"accuracy":[143],"by":[147,188],"assigning":[148],"effective":[149],"information":[151],"from":[152],"intermediate":[159],"image,":[161],"preserving":[162],"critical":[163],"structural":[164],"details":[165],"lost":[166],"during":[167],"blurring":[169],"process.":[170],"further":[172],"improve":[173],"edge-preserving":[175],"restoration,":[176],"introduce":[178],"an":[179],"adaptive":[180],"regularizer":[181],"outperforms":[183],"total":[185],"variation":[186],"maintaining":[190],"integrity":[192],"proposed":[200],"variational":[201],"efficiently":[204],"implemented":[205],"using":[206],"alternating":[207],"iterative":[208],"techniques.":[209],"Extensive":[210],"numerical":[211],"experiments":[212],"comparisons":[214],"with":[215],"state-of-the-art":[216],"demonstrate":[218],"superior":[220],"performance":[221],"approach,":[224],"highlighting":[225],"its":[226],"effectiveness":[227],"real-world":[229],"applicability":[230],"diverse":[232],"image-restoration":[233],"tasks.":[234]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}