{"id":"https://openalex.org/W4224916253","doi":"https://doi.org/10.1109/icassp43922.2022.9747451","title":"Double Closed-Loop Network for Image Deblurring","display_name":"Double Closed-Loop Network for Image Deblurring","publication_year":2022,"publication_date":"2022-04-27","ids":{"openalex":"https://openalex.org/W4224916253","doi":"https://doi.org/10.1109/icassp43922.2022.9747451"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9747451","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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":"https://openalex.org/A5100449906","display_name":"Yiming Liu","orcid":"https://orcid.org/0000-0002-0387-6329"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]},{"id":"https://openalex.org/I173759888","display_name":"Hunan Normal University","ror":"https://ror.org/053w1zy07","country_code":"CN","type":"education","lineage":["https://openalex.org/I173759888"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiming Liu","raw_affiliation_strings":["College of Information Science and Engineering, Hunan Normal University, China","College of Information Science and Technology, Northeast Normal University, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Northeast Normal University, China","institution_ids":["https://openalex.org/I184983240"]},{"raw_affiliation_string":"College of Information Science and Engineering, Hunan Normal University, China","institution_ids":["https://openalex.org/I173759888"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087038095","display_name":"Yanni Zhang","orcid":"https://orcid.org/0000-0002-4909-5077"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanni Zhang","raw_affiliation_strings":["College of Information Science and Technology, Northeast Normal University, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Northeast Normal University, China","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100430077","display_name":"Qiang Li","orcid":"https://orcid.org/0009-0003-4955-8582"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Li","raw_affiliation_strings":["College of Information Science and Technology, Northeast Normal University, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Northeast Normal University, China","institution_ids":["https://openalex.org/I184983240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102736976","display_name":"Jun Kong","orcid":"https://orcid.org/0000-0001-7095-2400"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Kong","raw_affiliation_strings":["Changchun Humanities and Sciences College, Institute for Intelligent Elderly Care, China","College of Information Science and Technology, Northeast Normal University, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Northeast Normal University, China","institution_ids":["https://openalex.org/I184983240"]},{"raw_affiliation_string":"Changchun Humanities and Sciences College, Institute for Intelligent Elderly Care, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091432982","display_name":"Miao Qi","orcid":"https://orcid.org/0000-0001-5457-4702"},"institutions":[],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miao Qi","raw_affiliation_strings":["Changchun Humanities and Sciences College, Institute for Intelligent Elderly Care, China"],"affiliations":[{"raw_affiliation_string":"Changchun Humanities and Sciences College, Institute for Intelligent Elderly Care, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100387975","display_name":"Jianzhong Wang","orcid":"https://orcid.org/0000-0002-6867-3282"},"institutions":[{"id":"https://openalex.org/I184983240","display_name":"Northeast Normal University","ror":"https://ror.org/02rkvz144","country_code":"CN","type":"education","lineage":["https://openalex.org/I184983240"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianzhong Wang","raw_affiliation_strings":["College of Information Science and Technology, Northeast Normal University, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Northeast Normal University, China","institution_ids":["https://openalex.org/I184983240"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":60},"biblio":{"volume":"29","issue":null,"first_page":"2325","last_page":"2329"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":1.0,"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":1.0,"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":0.9948,"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":0.9938,"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":0.9837036},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.69558364},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.550815}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.9837036},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.75639653},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.7143411},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.69558364},{"id":"https://openalex.org/C184670325","wikidata":"https://www.wikidata.org/wiki/Q512604","display_name":"Loop (graph theory)","level":2,"score":0.5971856},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.550815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.52542996},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.51047695},{"id":"https://openalex.org/C3019251811","wikidata":"https://www.wikidata.org/wiki/Q5135346","display_name":"Closed loop","level":2,"score":0.43584478},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36631584},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33915615},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3381465},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.29201472},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.22257155},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1536465},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07162595},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp43922.2022.9747451","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":37,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1916935112","https://openalex.org/W1981438696","https://openalex.org/W2125566565","https://openalex.org/W2141115311","https://openalex.org/W2167307343","https://openalex.org/W2474531669","https://openalex.org/W2476548250","https://openalex.org/W2520707372","https://openalex.org/W2553149432","https://openalex.org/W2560533888","https://openalex.org/W2798735168","https://openalex.org/W2866634454","https://openalex.org/W2961218591","https://openalex.org/W2962793481","https://openalex.org/W2963312584","https://openalex.org/W2963444790","https://openalex.org/W2963677766","https://openalex.org/W2963743395","https://openalex.org/W2963784072","https://openalex.org/W2964030969","https://openalex.org/W2965217508","https://openalex.org/W2965300963","https://openalex.org/W2982795046","https://openalex.org/W2988641380","https://openalex.org/W2997058852","https://openalex.org/W3009313482","https://openalex.org/W3034789174","https://openalex.org/W3035212231","https://openalex.org/W3035467803","https://openalex.org/W3035484352","https://openalex.org/W3092588952","https://openalex.org/W3096970131","https://openalex.org/W3109746756","https://openalex.org/W3159649695","https://openalex.org/W3182736692","https://openalex.org/W4214815024"],"related_works":["https://openalex.org/W4322484979","https://openalex.org/W4312281738","https://openalex.org/W4308216825","https://openalex.org/W4287817146","https://openalex.org/W2786875726","https://openalex.org/W2612895087","https://openalex.org/W2397460850","https://openalex.org/W2322335058","https://openalex.org/W2259382430","https://openalex.org/W2062923025"],"abstract_inverted_index":{"In":[0],"this":[1,44],"paper,":[2],"a":[3,32,54,91],"deep":[4],"learning":[5],"network":[6,148],"with":[7,75],"double":[8],"closed-loop":[9,21,68,85],"structure":[10],"is":[11,25],"introduced":[12],"to":[13,57,73,94],"tackle":[14],"the":[15,38,46,66,76,80,87,96,102,106,118,126,133,146],"image":[16,56],"deblurring":[17,134],"problem.":[18],"The":[19,83,152],"first":[20,67],"in":[22,79,86,101],"our":[23,71,122],"model":[24,72,123],"composed":[26],"of":[27,34,49,98,109,128],"two":[28,119],"networks":[29],"which":[30],"learn":[31],"pair":[33],"opposite":[35],"mappings":[36],"between":[37],"blurry":[39,55],"and":[40,131,141],"sharp":[41,59,110],"images.":[42],"By":[43],"way,":[45],"solution":[47],"spaces":[48],"possible":[50],"functions":[51],"that":[52,105,145],"map":[53],"its":[58],"counterpart":[60],"can":[61,112,124],"be":[62,113,155],"effectively":[63],"reduced.":[64],"Furthermore,":[65],"also":[69],"helps":[70],"deal":[74],"unpaired":[77],"samples":[78],"training":[81],"set.":[82],"second":[84],"proposed":[88,147],"approach":[89],"employed":[90],"self-supervision":[92],"mechanism":[93],"constrain":[95],"features":[97],"intermedia":[99],"layers":[100],"network,":[103],"so":[104],"detailed":[107],"information":[108],"images":[111],"well":[114],"exploited.":[115],"Through":[116],"combining":[117],"closed-loops":[120],"together,":[121],"address":[125],"limitations":[127],"existing":[129],"methods":[130],"improve":[132],"performance.":[135,151],"Extensive":[136],"experiments":[137],"on":[138],"both":[139],"benchmark":[140],"real-world":[142],"datasets":[143],"show":[144],"achieves":[149],"state-of-the-art":[150],"code":[153],"will":[154],"released":[156],"in:":[157],"https://github.com/LiQiang0307/DCLNet.":[158]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4224916253","counts_by_year":[],"updated_date":"2024-12-06T02:54:26.510326","created_date":"2022-04-28"}