{"id":"https://openalex.org/W2140356315","doi":"https://doi.org/10.1109/ijcnn.2007.4370984","title":"Image Compression Using Growing Neural Gas","display_name":"Image Compression Using Growing Neural Gas","publication_year":2007,"publication_date":"2007-08-01","ids":{"openalex":"https://openalex.org/W2140356315","doi":"https://doi.org/10.1109/ijcnn.2007.4370984","mag":"2140356315"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2007.4370984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2007.4370984","pdf_url":null,"source":{"id":"https://openalex.org/S4210195743","display_name":"IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks","issn_l":"1098-7576","issn":["1098-7576","1558-3902"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 International Joint Conference on Neural Networks","raw_type":"proceedings-article"},"type":"conference-paper","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/A5079599826","display_name":"Jos\u00e9 Garc\u00eda\u2010Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-7798-3055"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. Garcia-Rodriguez","raw_affiliation_strings":["Department of Computer Technology, University of Alicante, Alicante, Spain","University of Alicante, Alicante"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]},{"raw_affiliation_string":"University of Alicante, Alicante","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044785581","display_name":"Francisco Fl\u00f3rez\u2010Revuelta","orcid":"https://orcid.org/0000-0002-3391-711X"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. Florez-Revuelta","raw_affiliation_strings":["Department of Computer Technology, University of Alicante, Alicante, Spain","University of Alicante, Alicante"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]},{"raw_affiliation_string":"University of Alicante, Alicante","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014378387","display_name":"Juan Manuel Garc\u00eda\u2010Chamizo","orcid":"https://orcid.org/0000-0002-6034-3369"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J.M. Garcia-Chamizo","raw_affiliation_strings":["Department of Computer Technology, University of Alicante, Alicante, Spain","University of Alicante, Alicante"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]},{"raw_affiliation_string":"University of Alicante, Alicante","institution_ids":["https://openalex.org/I130194489"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130194489"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"67","issue":null,"first_page":"366","last_page":"370"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9549999833106995,"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/neural-gas","display_name":"Neural gas","score":0.7003557085990906},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6534644961357117},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6376252770423889},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6276983022689819},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5994968414306641},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.5907400250434875},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5857133865356445},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47188201546669006},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4626169502735138},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.45987123250961304},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.45845240354537964},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45589780807495117},{"id":"https://openalex.org/keywords/competitive-learning","display_name":"Competitive learning","score":0.4490250051021576},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.43622374534606934},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.22864258289337158},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21003812551498413}],"concepts":[{"id":"https://openalex.org/C90322556","wikidata":"https://www.wikidata.org/wiki/Q1981169","display_name":"Neural gas","level":4,"score":0.7003557085990906},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6534644961357117},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6376252770423889},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6276983022689819},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5994968414306641},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.5907400250434875},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5857133865356445},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47188201546669006},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4626169502735138},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.45987123250961304},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.45845240354537964},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45589780807495117},{"id":"https://openalex.org/C120822770","wikidata":"https://www.wikidata.org/wiki/Q5156355","display_name":"Competitive learning","level":3,"score":0.4490250051021576},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.43622374534606934},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.22864258289337158},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21003812551498413},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2007.4370984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2007.4370984","pdf_url":null,"source":{"id":"https://openalex.org/S4210195743","display_name":"IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks","issn_l":"1098-7576","issn":["1098-7576","1558-3902"],"is_oa":false,"is_in_doaj":false,"is_core":false,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 International Joint Conference on Neural Networks","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.kingston.ac.uk:23822","is_oa":false,"landing_page_url":"http://eprints.kingston.ac.uk/id/eprint/23822/","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W214577476","https://openalex.org/W1554096137","https://openalex.org/W1679913846","https://openalex.org/W2047870719","https://openalex.org/W2064173729","https://openalex.org/W2113392915","https://openalex.org/W2116044718","https://openalex.org/W2138754805","https://openalex.org/W2162290056","https://openalex.org/W2280387198","https://openalex.org/W2603283561","https://openalex.org/W4213332169","https://openalex.org/W6677322329","https://openalex.org/W6680294583"],"related_works":["https://openalex.org/W2123887195","https://openalex.org/W1493974235","https://openalex.org/W1548813010","https://openalex.org/W2112751893","https://openalex.org/W2615424382","https://openalex.org/W2788456377","https://openalex.org/W2013572628","https://openalex.org/W1518241128","https://openalex.org/W97756206","https://openalex.org/W1526963685"],"abstract_inverted_index":{"In":[0],"this":[1,85],"paper":[2],"we":[3],"study":[4],"the":[5,19,34,46,59,67,75,78,82,90,93,103],"capacities":[6],"of":[7,11,27,36,48,66,81,92],"characterization":[8],"and":[9,50,70,77,99],"synthesis":[10,91],"objects":[12,49],"by":[13,25,64],"using":[14,102],"a":[15],"self-organizing":[16],"neural":[17],"model,":[18],"Growing":[20],"Neural":[21],"Gas.":[22],"These":[23],"networks,":[24],"means":[26,65],"their":[28,51],"competitive":[29],"learning":[30],"try":[31],"to":[32,61],"preserve":[33],"topology":[35,54],"an":[37],"input":[38],"space.":[39],"This":[40],"feature":[41],"is":[42,88],"being":[43],"used":[44],"for":[45],"representation":[47],"movement":[52],"with":[53],"preserving":[55],"networks.":[56],"We":[57],"characterize":[58],"object":[60],"be":[62],"represented":[63],"obtained":[68],"maps":[69],"kept":[71],"information":[72,86],"solely":[73],"on":[74],"coordinates":[76],"pixel":[79],"color":[80],"neurons.":[83],"With":[84],"it":[87],"made":[89],"original":[94],"images,":[95],"applying":[96],"mathematical":[97],"morphology":[98],"simple":[100],"filters":[101],"available":[104],"information.":[105]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
