{"id":"https://openalex.org/W3095670588","doi":"https://doi.org/10.1109/ict49546.2020.9239532","title":"Deep Learning based Inverse Halftoning via Stationary Wavelet Domain","display_name":"Deep Learning based Inverse Halftoning via Stationary Wavelet Domain","publication_year":2020,"publication_date":"2020-10-05","ids":{"openalex":"https://openalex.org/W3095670588","doi":"https://doi.org/10.1109/ict49546.2020.9239532","mag":"3095670588"},"language":"en","primary_location":{"id":"doi:10.1109/ict49546.2020.9239532","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ict49546.2020.9239532","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 27th International Conference on Telecommunications (ICT)","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/A5112576923","display_name":"H. P. Alim Wicaksono","orcid":null},"institutions":[{"id":"https://openalex.org/I119896790","display_name":"Sebelas Maret University","ror":"https://ror.org/021hq5q33","country_code":"ID","type":"education","lineage":["https://openalex.org/I119896790"]}],"countries":["ID"],"is_corresponding":true,"raw_author_name":"H. P. Alim Wicaksono","raw_affiliation_strings":["Department of Informatics, Universitas Sebelas Maret (UNS), Surakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Universitas Sebelas Maret (UNS), Surakarta, Indonesia","institution_ids":["https://openalex.org/I119896790"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004946227","display_name":"Heri Prasetyo","orcid":"https://orcid.org/0000-0002-1257-4832"},"institutions":[{"id":"https://openalex.org/I119896790","display_name":"Sebelas Maret University","ror":"https://ror.org/021hq5q33","country_code":"ID","type":"education","lineage":["https://openalex.org/I119896790"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Heri Prasetyo","raw_affiliation_strings":["Department of Informatics, Universitas Sebelas Maret (UNS), Surakarta, Indonesia"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Universitas Sebelas Maret (UNS), Surakarta, Indonesia","institution_ids":["https://openalex.org/I119896790"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033900220","display_name":"Jing-Ming Guo","orcid":"https://orcid.org/0000-0001-7764-964X"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jing-Ming Guo","raw_affiliation_strings":["Department of Electrical Engineering, National Taiwan Univ. Scie. Tech., Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Taiwan Univ. Scie. Tech., Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5112576923"],"corresponding_institution_ids":["https://openalex.org/I119896790"],"apc_list":null,"apc_paid":null,"fwci":0.7015,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.70217674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9991000294685364,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.991100013256073,"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/halftone","display_name":"Halftone","score":0.9701868295669556},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7158432006835938},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6418113708496094},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5928691625595093},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.5816152095794678},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5805410742759705},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5692898631095886},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5640963315963745},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.49152883887290955},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.44368940591812134},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.43105295300483704},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.4244788587093353},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4240798056125641},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3746510446071625},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3410460650920868},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2782355546951294},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.23897400498390198}],"concepts":[{"id":"https://openalex.org/C2777635815","wikidata":"https://www.wikidata.org/wiki/Q1110021","display_name":"Halftone","level":3,"score":0.9701868295669556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7158432006835938},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6418113708496094},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5928691625595093},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.5816152095794678},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5805410742759705},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5692898631095886},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5640963315963745},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.49152883887290955},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.44368940591812134},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.43105295300483704},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.4244788587093353},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4240798056125641},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3746510446071625},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3410460650920868},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2782355546951294},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.23897400498390198},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ict49546.2020.9239532","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ict49546.2020.9239532","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 27th International Conference on Telecommunications (ICT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1677182931","https://openalex.org/W1992554832","https://openalex.org/W2069724725","https://openalex.org/W2134953536","https://openalex.org/W2141936613","https://openalex.org/W2302255633","https://openalex.org/W2606833507","https://openalex.org/W2731904314","https://openalex.org/W2741137940","https://openalex.org/W3015803572","https://openalex.org/W4251033893","https://openalex.org/W6631190155","https://openalex.org/W6698183232","https://openalex.org/W6740885014","https://openalex.org/W6761867536"],"related_works":["https://openalex.org/W4283515495","https://openalex.org/W2951714568","https://openalex.org/W1988158806","https://openalex.org/W1963814553","https://openalex.org/W2037595954","https://openalex.org/W2777280533","https://openalex.org/W2018015402","https://openalex.org/W2813032510","https://openalex.org/W2507293823","https://openalex.org/W2386146599"],"abstract_inverted_index":{"Inverse":[0,65],"halftoning":[1,22],"aims":[2],"to":[3,54,147],"reconstructs":[4],"the":[5,27,35,39,56,78,82,89,93,100,110,115,130,150],"continuous-tone":[6],"image,":[7],"i.e.":[8,77],"255":[9],"discrete":[10],"color":[11],"levels":[12],"from":[13],"its":[14,134],"halftone":[15,57,116],"image.":[16],"The":[17,69,105],"main":[18],"challenge":[19],"of":[20,73,95,124,149],"inverse":[21],"task":[23],"is":[24],"on":[25,136],"removing":[26],"noisy":[28],"dots":[29],"over":[30],"flat":[31],"areas":[32],"and,":[33],"at":[34],"same":[36],"time,":[37],"restoring":[38],"image":[40,58,86,97,117],"structures":[41],"and":[42,126,140],"texture":[43],"details.":[44],"To":[45],"tackle":[46],"this":[47],"problem,":[48],"we":[49],"propose":[50],"a":[51],"novel":[52],"approach":[53],"reconstruct":[55,114],"in":[59,102,122,145],"wavelet":[60,83],"domain,":[61],"namely":[62],"Subbands":[63],"Aware":[64],"Halftoning":[66],"Network":[67],"(SAIHN).":[68],"proposed":[70,111,131],"framework":[71],"consists":[72],"two":[74],"sub":[75],"networks,":[76],"first":[79],"networks":[80,91],"adjust":[81],"sub-bands":[84],"for":[85],"reconstruction,":[87],"whereas,":[88],"second":[90],"refines":[92],"quality":[94,120],"reconstructed":[96],"by":[98],"correcting":[99],"distortion":[101],"pixel":[103],"domain.":[104],"experimental":[106],"results":[107],"confirm":[108],"that":[109,148],"method":[112,132],"can":[113],"with":[118],"high":[119],"measured":[121],"term":[123],"objectively":[125],"subjectively":[127],"assessments.":[128],"Furthermore,":[129],"demonstrates":[133],"superiority":[135],"less":[137],"learnable":[138],"parameters":[139],"more":[141],"efficient":[142],"computational":[143],"complexity":[144],"comparison":[146],"former":[151],"existing":[152],"deep":[153],"learning-based":[154],"reconstruction":[155],"method.":[156]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
