{"id":"https://openalex.org/W4415002937","doi":"https://doi.org/10.1109/tci.2025.3619811","title":"High-Quality Diffractive Lens Infrared Computational Imaging via Severe Degradation Estimation Framework","display_name":"High-Quality Diffractive Lens Infrared Computational Imaging via Severe Degradation Estimation Framework","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415002937","doi":"https://doi.org/10.1109/tci.2025.3619811"},"language":"en","primary_location":{"id":"doi:10.1109/tci.2025.3619811","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tci.2025.3619811","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2573-0436"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tci.2025.3619811","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111343974","display_name":"Pengzhou Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pengzhou Ji","raw_affiliation_strings":["Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102349186","display_name":"Xiong Dun","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiong Dun","raw_affiliation_strings":["Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114180484","display_name":"Yujie Xing","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujie Xing","raw_affiliation_strings":["Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112674549","display_name":"Xuquan Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuquan Wang","raw_affiliation_strings":["Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100410054","display_name":"Jian Zhang","orcid":"https://orcid.org/0000-0003-0856-8461"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Zhang","raw_affiliation_strings":["Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100376992","display_name":"Hongmei Li","orcid":"https://orcid.org/0000-0001-8555-8270"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongmei Li","raw_affiliation_strings":["Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101049772","display_name":"Kan Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123236","display_name":"Tianjin Ganghang Installation Engineering (China)","ror":"https://ror.org/02t8wny28","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210123236"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kan Zhao","raw_affiliation_strings":["Tianjin Jinhang Institute of Techbical Physics, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin Jinhang Institute of Techbical Physics, Tianjin, China","institution_ids":["https://openalex.org/I4210123236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016505444","display_name":"Hongfei Jiao","orcid":"https://orcid.org/0000-0003-2331-9420"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongfei Jiao","raw_affiliation_strings":["Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101505542","display_name":"Zhanshan Wang","orcid":"https://orcid.org/0000-0002-2161-6934"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanshan Wang","raw_affiliation_strings":["Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079275442","display_name":"Xinbin Cheng","orcid":"https://orcid.org/0000-0002-3855-483X"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinbin Cheng","raw_affiliation_strings":["Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Precision Optical Engineering, School of Physics Science and Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5111343974"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26628029,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":null,"first_page":"1458","last_page":"1468"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11517","display_name":"Advanced optical system design","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T11517","display_name":"Advanced optical system design","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T11723","display_name":"Optical Coatings and Gratings","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2508","display_name":"Surfaces, Coatings and Films"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11408","display_name":"Advanced Optical Imaging Technologies","score":0.9869999885559082,"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/degradation","display_name":"Degradation (telecommunications)","score":0.7896000146865845},{"id":"https://openalex.org/keywords/lens","display_name":"Lens (geology)","score":0.5819000005722046},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5612000226974487},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.45989999175071716},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.43810001015663147},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.4124000072479248},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3276999890804291}],"concepts":[{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.7896000146865845},{"id":"https://openalex.org/C15336307","wikidata":"https://www.wikidata.org/wiki/Q1766051","display_name":"Lens (geology)","level":2,"score":0.5819000005722046},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5612000226974487},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.5539000034332275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47859999537467957},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.45989999175071716},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.43810001015663147},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.4124000072479248},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.39649999141693115},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.382999986410141},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3276999890804291},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.32580000162124634},{"id":"https://openalex.org/C125045340","wikidata":"https://www.wikidata.org/wiki/Q6002224","display_name":"Image formation","level":3,"score":0.31769999861717224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31709998846054077},{"id":"https://openalex.org/C92630104","wikidata":"https://www.wikidata.org/wiki/Q4115103","display_name":"Optical imaging","level":2,"score":0.3093999922275543},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.29820001125335693},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.2953000068664551},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.28220000863075256},{"id":"https://openalex.org/C207114421","wikidata":"https://www.wikidata.org/wiki/Q133900","display_name":"Diffraction","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C183708386","wikidata":"https://www.wikidata.org/wiki/Q6042701","display_name":"Integral imaging","level":3,"score":0.2526000142097473}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tci.2025.3619811","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tci.2025.3619811","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2573-0436"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tci.2025.3619811","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tci.2025.3619811","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2573-0436"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1984073055","display_name":null,"funder_award_id":"62105244","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087937993","display_name":null,"funder_award_id":"62105243","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4798483424","display_name":null,"funder_award_id":"61621001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7555245509","display_name":null,"funder_award_id":"62305250","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8061411112","display_name":null,"funder_award_id":"61925504","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8111733239","display_name":null,"funder_award_id":"2021SHZDZX0100","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1638789865","https://openalex.org/W1900576985","https://openalex.org/W1982471090","https://openalex.org/W1993928981","https://openalex.org/W2025286312","https://openalex.org/W2074502458","https://openalex.org/W2102166818","https://openalex.org/W2111098473","https://openalex.org/W2121607567","https://openalex.org/W2127388200","https://openalex.org/W2133665775","https://openalex.org/W2167191464","https://openalex.org/W2412782625","https://openalex.org/W2474628748","https://openalex.org/W2592939477","https://openalex.org/W2618530766","https://openalex.org/W2883102461","https://openalex.org/W2895421495","https://openalex.org/W2900485887","https://openalex.org/W2909793686","https://openalex.org/W2917840800","https://openalex.org/W2963111219","https://openalex.org/W2963494934","https://openalex.org/W2964060609","https://openalex.org/W2964171567","https://openalex.org/W2979901127","https://openalex.org/W2982083293","https://openalex.org/W2983219806","https://openalex.org/W2983741484","https://openalex.org/W3026163403","https://openalex.org/W3034421924","https://openalex.org/W3090841978","https://openalex.org/W3093870111","https://openalex.org/W3096533519","https://openalex.org/W3119902816","https://openalex.org/W3203911667","https://openalex.org/W4214745154","https://openalex.org/W4224130636","https://openalex.org/W4225672218","https://openalex.org/W4226334005","https://openalex.org/W4245406319","https://openalex.org/W4246193833","https://openalex.org/W4248723702","https://openalex.org/W4251033893","https://openalex.org/W4292969992","https://openalex.org/W4312812783","https://openalex.org/W4312938066","https://openalex.org/W4406630419"],"related_works":[],"abstract_inverted_index":{"Diffractive":[0],"lens":[1,101],"(DLs)":[2],"computational":[3,21,103],"imaging":[4,22,104,112],"promises":[5],"lightweight":[6],"infrared":[7,102],"imaging.":[8,27],"However,":[9],"it":[10],"is":[11,90],"still":[12],"challenging":[13],"to":[14,24,115,129],"accurately":[15],"obtain":[16],"the":[17,35,43,67,70,98,116,120,132],"degradation":[18,50,59],"of":[19,45,69,72,97,122],"DLs":[20],"systems":[23],"achieve":[25],"high-quality":[26,111],"Degradation":[28],"estimation":[29,60,75],"methods":[30,41],"based":[31,62,91],"on":[32,63,92],"image-to-image":[33],"are":[34],"most":[36],"feasible":[37],"way,":[38],"but":[39],"existing":[40],"face":[42],"problem":[44],"low":[46],"accuracy":[47,71],"for":[48],"severe":[49,58,73],"estimation.":[51],"In":[52],"this":[53],"paper,":[54],"we":[55],"proposed":[56],"a":[57],"framework":[61],"KernelNet,":[64],"and":[65,131],"realized":[66],"improvement":[68],"degenerate":[74],"by":[76,136],"more":[77],"than":[78],"1.13":[79],"dB.":[80],"Furthermore,":[81],"DyUnet,":[82],"an":[83],"image":[84],"restoration":[85],"network,":[86],"was":[87,125,134],"proposed,":[88],"which":[89],"dynamic":[93],"convolution.":[94],"The":[95],"results":[96,113],"mid-wave":[99],"diffractive":[100],"system":[105],"indicated":[106],"that":[107],"our":[108],"method":[109],"achieved":[110],"comparable":[114],"conventional":[117],"one,":[118],"while":[119],"number":[121],"optical":[123],"elements":[124],"reduced":[126,135],"from":[127],"7":[128],"2,":[130],"weight":[133],"50%.":[137]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}