{"id":"https://openalex.org/W4323831465","doi":"https://doi.org/10.1109/iceic57457.2023.10049875","title":"Spatially Adaptive Image Deblurring Module Based on Dilated Deformable Convolutions","display_name":"Spatially Adaptive Image Deblurring Module Based on Dilated Deformable Convolutions","publication_year":2023,"publication_date":"2023-02-05","ids":{"openalex":"https://openalex.org/W4323831465","doi":"https://doi.org/10.1109/iceic57457.2023.10049875"},"language":"en","primary_location":{"id":"doi:10.1109/iceic57457.2023.10049875","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iceic57457.2023.10049875","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Electronics, Information, and Communication (ICEIC)","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":"https://openalex.org/A5041453735","display_name":"Hea-Bin Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hea-Bin Yang","raw_affiliation_strings":["Korea University,School of Electrical Engineering,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,School of Electrical Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101979085","display_name":"Sung\u2010Jin Cho","orcid":"https://orcid.org/0000-0002-2445-6905"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sung-Jin Cho","raw_affiliation_strings":["Korea University,School of Electrical Engineering,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,School of Electrical Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020023785","display_name":"Sung-Jea Ko","orcid":"https://orcid.org/0000-0002-4875-7091"},"institutions":[{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sung-Jea Ko","raw_affiliation_strings":["Korea University,School of Electrical Engineering,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,School of Electrical Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I197347611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041453735"],"corresponding_institution_ids":["https://openalex.org/I197347611"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01507098,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":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":0.9980999827384949,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9944000244140625,"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/deblurring","display_name":"Deblurring","score":0.9734065532684326},{"id":"https://openalex.org/keywords/dilation","display_name":"Dilation (metric space)","score":0.8318442106246948},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7169588804244995},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6947890520095825},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6821398735046387},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.592998743057251},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5697231292724609},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5124490857124329},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.35806629061698914},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35533589124679565},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2846319079399109},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19082239270210266},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.09965741634368896},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.06612980365753174}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.9734065532684326},{"id":"https://openalex.org/C2780757906","wikidata":"https://www.wikidata.org/wiki/Q5276676","display_name":"Dilation (metric space)","level":2,"score":0.8318442106246948},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7169588804244995},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6947890520095825},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6821398735046387},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.592998743057251},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5697231292724609},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5124490857124329},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.35806629061698914},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35533589124679565},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2846319079399109},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19082239270210266},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.09965741634368896},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.06612980365753174},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceic57457.2023.10049875","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iceic57457.2023.10049875","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Electronics, Information, and Communication (ICEIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322382","display_name":"LG Display","ror":"https://ror.org/03ddh2c27"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2560533888","https://openalex.org/W2601564443","https://openalex.org/W2961218591","https://openalex.org/W2964030969","https://openalex.org/W3202040256"],"related_works":["https://openalex.org/W2140617750","https://openalex.org/W2094238738","https://openalex.org/W3137059050","https://openalex.org/W2008178540","https://openalex.org/W2099770336","https://openalex.org/W4365152410","https://openalex.org/W2132132164","https://openalex.org/W4236771684","https://openalex.org/W3128299040","https://openalex.org/W308191704"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,36],"propose":[4],"an":[5],"image":[6],"deblurring":[7],"module":[8],"based":[9],"on":[10],"modified":[11],"deformable":[12,53],"convolutions":[13],"(MDCs)":[14],"to":[15],"deal":[16],"with":[17,58],"spatially":[18,38],"varying":[19],"blur.":[20],"The":[21],"proposed":[22],"method":[23],"first":[24],"reduces":[25],"the":[26,31,52,61,83,89],"number":[27],"of":[28,30],"channels":[29],"input":[32],"feature":[33],"map.":[34],"Then,":[35],"extract":[37],"adapted":[39],"features":[40,72],"by":[41],"applying":[42],"a":[43],"MDC":[44,57],"that":[45,82],"uses":[46],"two":[47],"1D":[48],"convolution":[49],"kernels":[50],"for":[51],"offsets.":[54],"An":[55],"additional":[56],"dilation":[59],"enlarges":[60],"receptive":[62],"field":[63],"and":[64,73],"further":[65],"strengthens":[66],"features.":[67],"We":[68],"fully":[69],"preserve":[70],"previous":[71],"propagate":[74],"them":[75],"using":[76],"shortcut":[77],"connection.":[78],"Experimental":[79],"results":[80],"show":[81],"model":[84],"incorporating":[85],"our":[86],"modules":[87],"outperforms":[88],"baseline":[90],"model.":[91]},"counts_by_year":[],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
