{"id":"https://openalex.org/W1876105141","doi":"https://doi.org/10.1109/dcc.2003.1194065","title":"Associative correction of compression artefacts with a self-organizing map classifying the image content","display_name":"Associative correction of compression artefacts with a self-organizing map classifying the image content","publication_year":2003,"publication_date":"2003-11-04","ids":{"openalex":"https://openalex.org/W1876105141","doi":"https://doi.org/10.1109/dcc.2003.1194065","mag":"1876105141"},"language":"en","primary_location":{"id":"doi:10.1109/dcc.2003.1194065","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dcc.2003.1194065","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Compression Conference, 2003. Proceedings. DCC 2003","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/A5004337326","display_name":"R. Rebmann","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"R. Rebmann","raw_affiliation_strings":["Institute for Electronics, Signal Processing and Communication, Otto von Guericke University Magdeburg, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Electronics, Signal Processing and Communication, Otto von Guericke University Magdeburg, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068098640","display_name":"Gerald Krell","orcid":"https://orcid.org/0000-0002-5526-0446"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"G. Krell","raw_affiliation_strings":["Institute for Electronics, Signal Processing and Communication, Otto von Guericke University Magdeburg, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Electronics, Signal Processing and Communication, Otto von Guericke University Magdeburg, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035286804","display_name":"Udo Seiffert","orcid":"https://orcid.org/0000-0002-6043-7947"},"institutions":[{"id":"https://openalex.org/I4210127902","display_name":"Leibniz-Institut f\u00fcr Pflanzengenetik und Kulturpflanzenforschung (IPK)","ror":"https://ror.org/02skbsp27","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210127902"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"U. Seiffert","raw_affiliation_strings":["Leibniz Institute of Planet Genetics, Crop Plant Research, Gatersleben, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leibniz Institute of Planet Genetics, Crop Plant Research, Gatersleben, Germany","institution_ids":["https://openalex.org/I4210127902"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109977883","display_name":"B. Michaelis","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"B. Michaelis","raw_affiliation_strings":["Institute for Electronics, Signal Processing and Communication, Otto von Guericke University Magdeburg, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Electronics, Signal Processing and Communication, Otto von Guericke University Magdeburg, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4712,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72848307,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"446","last_page":"446"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14438","display_name":"Advanced Scientific Research Methods","score":0.9506000280380249,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T14438","display_name":"Advanced Scientific Research Methods","score":0.9506000280380249,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9225000143051147,"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":0.9154000282287598,"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/computer-science","display_name":"Computer science","score":0.7673772573471069},{"id":"https://openalex.org/keywords/lossy-compression","display_name":"Lossy compression","score":0.7277377843856812},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.7028759121894836},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6677924394607544},{"id":"https://openalex.org/keywords/jpeg","display_name":"JPEG","score":0.6521579027175903},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.6402574777603149},{"id":"https://openalex.org/keywords/content-addressable-memory","display_name":"Content-addressable memory","score":0.5446973443031311},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5370442271232605},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47681114077568054},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4676862359046936},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.4661354422569275},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4468659460544586},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.39323756098747253},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.17741554975509644},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15291905403137207}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7673772573471069},{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.7277377843856812},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.7028759121894836},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6677924394607544},{"id":"https://openalex.org/C198751489","wikidata":"https://www.wikidata.org/wiki/Q2195","display_name":"JPEG","level":3,"score":0.6521579027175903},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6402574777603149},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.5446973443031311},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5370442271232605},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47681114077568054},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4676862359046936},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.4661354422569275},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4468659460544586},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.39323756098747253},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.17741554975509644},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15291905403137207},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dcc.2003.1194065","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dcc.2003.1194065","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Compression Conference, 2003. Proceedings. DCC 2003","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":0,"referenced_works":[],"related_works":["https://openalex.org/W2023810505","https://openalex.org/W1999625740","https://openalex.org/W2560501099","https://openalex.org/W2032656843","https://openalex.org/W4385625475","https://openalex.org/W2976216445","https://openalex.org/W3081527322","https://openalex.org/W3121517563","https://openalex.org/W3162084246","https://openalex.org/W2021203468"],"abstract_inverted_index":{"Summary":[0],"form":[1],"only":[2],"given.":[3],"A":[4],"system":[5,20,33,134],"for":[6,41,102],"the":[7,32,70,80,84,92,109,126,132,145,149,159],"correction":[8],"of":[9,72,83,94,125,131,138,148],"compression":[10,44],"artefacts":[11],"based":[12],"on":[13,108,158],"an":[14,112,119],"associative":[15,120,150],"memory":[16],"is":[17,21,75],"proposed.":[18],"The":[19,35,105,122],"further":[22],"improved":[23],"by":[24],"incorporating":[25],"a":[26,95],"self-organizing":[27],"map":[28],"(SOM)":[29],"to":[30,46,79,135],"control":[31],"parameters.":[34],"JPEG":[36],"standard":[37],"has":[38],"been":[39],"used":[40],"lossy":[42],"image":[43,49,113,160],"due":[45],"its":[47],"inherent":[48],"capturing":[50],"devices.":[51],"Sub-images":[52],"are":[53],"employed":[54],"because":[55],"they":[56],"contain":[57],"limitations":[58],"in":[59,91],"variance":[60],"and":[61,140,162],"can":[62,115,154],"be":[63,99,116,155],"sorted":[64],"into":[65],"limited":[66,77],"classes.":[67],"In":[68],"addition,":[69],"variability":[71],"these":[73],"sub-images":[74,93],"often":[76],"according":[78],"major":[81],"contents":[82],"entire":[85],"image.":[86],"Internal":[87],"coherences":[88,110],"that":[89],"exist":[90],"particular":[96],"class":[97,114],"should":[98],"generally":[100],"exploited":[101],"redundancy":[103],"reduction.":[104],"missing":[106],"information":[107],"within":[111],"recalled":[117],"from":[118],"memory.":[121,151],"SOM":[123,142],"classification":[124],"sub-image":[127],"content":[128,161],"allows":[129],"application":[130],"correcting":[133],"different":[136],"types":[137],"images":[139],"blocks.":[141],"directly":[143],"controls":[144],"parameter":[146],"sets":[147],"Compression":[152],"errors":[153],"reduced":[156],"depending":[157],"quality":[163],"factor.":[164]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}