{"id":"https://openalex.org/W4390146852","doi":"https://doi.org/10.17586/2226-1494-2023-23-6-1152-1161","title":"Assessing the possibility of using the method of image decomposition based on topological features to reduce entropy during their compression","display_name":"Assessing the possibility of using the method of image decomposition based on topological features to reduce entropy during their compression","publication_year":2023,"publication_date":"2023-12-01","ids":{"openalex":"https://openalex.org/W4390146852","doi":"https://doi.org/10.17586/2226-1494-2023-23-6-1152-1161"},"language":"en","primary_location":{"id":"doi:10.17586/2226-1494-2023-23-6-1152-1161","doi":"https://doi.org/10.17586/2226-1494-2023-23-6-1152-1161","is_oa":true,"landing_page_url":"https://doi.org/10.17586/2226-1494-2023-23-6-1152-1161","pdf_url":"https://ntv.ifmo.ru/file/article/22496.pdf","source":{"id":"https://openalex.org/S2738455068","display_name":"Scientific and technical journal of information technologies mechanics and optics","issn_l":"2226-1494","issn":["2226-1494","2500-0373"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310312740","host_organization_name":"Saint Petersburg State University of Information Technologies, Mechanics and Optics","host_organization_lineage":["https://openalex.org/P4310312740"],"host_organization_lineage_names":["Saint Petersburg State University of Information Technologies, Mechanics and Optics"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific and Technical Journal of Information Technologies, Mechanics and Optics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ntv.ifmo.ru/file/article/22496.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043554002","display_name":"Artyom V. Abakumov","orcid":"https://orcid.org/0000-0001-5784-7147","observed_orcids":["https://orcid.org/0000-0001-5784-7147"]},"institutions":[{"id":"https://openalex.org/I4210109043","display_name":"Vladimir State University","ror":"https://ror.org/01nxjpd08","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210109043"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"A.V. Abakumov","raw_affiliation_strings":["PhD Student , Murom Institute (Branch) of Vladimir State University , Murom , 602264 , Russian Federation , sc 57215968427 ,","\u0410\u043b\u0435\u043a\u0441\u0430\u043d\u0434\u0440\u0430 \u0413\u0440\u0438\u0433\u043e\u0440\u044c\u0435\u0432\u0438\u0447\u0430 \u0438 \u041d\u0438\u043a\u043e\u043b\u0430\u044f \u0413\u0440\u0438\u0433\u043e\u0440\u044c\u0435\u0432\u0438\u0447\u0430 \u0421\u0442\u043e\u043b\u0435\u0442\u043e\u0432\u044b\u0445\u00bb, \u041c\u0443\u0440\u043e\u043c, 602264, \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0430\u044f \u0424\u0435\u0434\u0435\u0440\u0430\u0446\u0438\u044f"],"raw_orcid":"https://orcid.org/0000-0001-5784-7147","affiliations":[{"raw_affiliation_string":"PhD Student , Murom Institute (Branch) of Vladimir State University , Murom , 602264 , Russian Federation , sc 57215968427 ,","institution_ids":["https://openalex.org/I4210109043"]},{"raw_affiliation_string":"\u0410\u043b\u0435\u043a\u0441\u0430\u043d\u0434\u0440\u0430 \u0413\u0440\u0438\u0433\u043e\u0440\u044c\u0435\u0432\u0438\u0447\u0430 \u0438 \u041d\u0438\u043a\u043e\u043b\u0430\u044f \u0413\u0440\u0438\u0433\u043e\u0440\u044c\u0435\u0432\u0438\u0447\u0430 \u0421\u0442\u043e\u043b\u0435\u0442\u043e\u0432\u044b\u0445\u00bb, \u041c\u0443\u0440\u043e\u043c, 602264, \u0420\u043e\u0441\u0441\u0438\u0439\u0441\u043a\u0430\u044f \u0424\u0435\u0434\u0435\u0440\u0430\u0446\u0438\u044f","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103047558","display_name":"Sergey Eremeev","orcid":"https://orcid.org/0000-0001-8482-1479","observed_orcids":["https://orcid.org/0000-0001-8482-1479"]},"institutions":[{"id":"https://openalex.org/I4210109043","display_name":"Vladimir State University","ror":"https://ror.org/01nxjpd08","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210109043"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"S.V. Eremeev","raw_affiliation_strings":["Murom Institute (Branch) of Vladimir State University, Murom, 602264, Russian Federation"],"raw_orcid":"https://orcid.org/0000-0001-8482-1479","affiliations":[{"raw_affiliation_string":"Murom Institute (Branch) of Vladimir State University, Murom, 602264, Russian Federation","institution_ids":["https://openalex.org/I4210109043"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210109043"],"apc_list":null,"apc_paid":null,"fwci":0.221,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.39301367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"23","issue":"6","first_page":"1152","last_page":"1161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9976000189781189,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9976000189781189,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.0007999999797903001,"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/image-compression","display_name":"image compression","score":0.9589999914169312},{"id":"https://openalex.org/keywords/topological-decomposition","display_name":"topological decomposition","score":0.8330000042915344},{"id":"https://openalex.org/keywords/entropy-reduction","display_name":"entropy reduction","score":0.8309999704360962},{"id":"https://openalex.org/keywords/image-decomposition","display_name":"image decomposition","score":0.5559999942779541},{"id":"https://openalex.org/keywords/run-length-encoding","display_name":"run-length encoding","score":0.734000027179718},{"id":"https://openalex.org/keywords/image-quality-assessment","display_name":"image quality assessment","score":0.6949999928474426},{"id":"https://openalex.org/keywords/wavelet-transform-comparison","display_name":"wavelet transform comparison","score":0.7990000247955322}],"concepts":[{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.6716232299804688},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5990353226661682},{"id":"https://openalex.org/C81081738","wikidata":"https://www.wikidata.org/wiki/Q55542","display_name":"Lossless compression","level":3,"score":0.5190432667732239},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.484870046377182},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4612298309803009},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43877485394477844},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4139457941055298},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.4137771725654602},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3985429108142853},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3866994380950928},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3785950541496277},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.32663989067077637},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.31497126817703247},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.061523258686065674},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.17586/2226-1494-2023-23-6-1152-1161","doi":"https://doi.org/10.17586/2226-1494-2023-23-6-1152-1161","is_oa":true,"landing_page_url":"https://doi.org/10.17586/2226-1494-2023-23-6-1152-1161","pdf_url":"https://ntv.ifmo.ru/file/article/22496.pdf","source":{"id":"https://openalex.org/S2738455068","display_name":"Scientific and technical journal of information technologies mechanics and optics","issn_l":"2226-1494","issn":["2226-1494","2500-0373"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310312740","host_organization_name":"Saint Petersburg State University of Information Technologies, Mechanics and Optics","host_organization_lineage":["https://openalex.org/P4310312740"],"host_organization_lineage_names":["Saint Petersburg State University of Information Technologies, Mechanics and Optics"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific and Technical Journal of Information Technologies, Mechanics and Optics","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:02c163a24f004de79c153deaf870091c","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/02c163a24f004de79c153deaf870091c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\u041d\u0430\u0443\u0447\u043d\u043e-\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0432\u0435\u0441\u0442\u043d\u0438\u043a \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439, \u043c\u0435\u0445\u0430\u043d\u0438\u043a\u0438 \u0438 \u043e\u043f\u0442\u0438\u043a\u0438, Vol 23, Iss 6, Pp 1152-1161 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.17586/2226-1494-2023-23-6-1152-1161","doi":"https://doi.org/10.17586/2226-1494-2023-23-6-1152-1161","is_oa":true,"landing_page_url":"https://doi.org/10.17586/2226-1494-2023-23-6-1152-1161","pdf_url":"https://ntv.ifmo.ru/file/article/22496.pdf","source":{"id":"https://openalex.org/S2738455068","display_name":"Scientific and technical journal of information technologies mechanics and optics","issn_l":"2226-1494","issn":["2226-1494","2500-0373"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310312740","host_organization_name":"Saint Petersburg State University of Information Technologies, Mechanics and Optics","host_organization_lineage":["https://openalex.org/P4310312740"],"host_organization_lineage_names":["Saint Petersburg State University of Information Technologies, Mechanics and Optics"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific and Technical Journal of Information Technologies, Mechanics and Optics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G957245245","display_name":null,"funder_award_id":"23-21-10064","funder_id":"https://openalex.org/F4320324099","funder_display_name":"Russian Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320324099","display_name":"Russian Science Foundation","ror":"https://ror.org/03y2gwe85"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390146852.pdf","grobid_xml":"https://content.openalex.org/works/W4390146852.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W4134953","https://openalex.org/W289976167","https://openalex.org/W1537664360","https://openalex.org/W2248242796","https://openalex.org/W2784639774","https://openalex.org/W2786377055","https://openalex.org/W2889855040","https://openalex.org/W2945792041","https://openalex.org/W2964321964","https://openalex.org/W3003353447","https://openalex.org/W3010919153","https://openalex.org/W3088142143","https://openalex.org/W3124204717","https://openalex.org/W4200348960","https://openalex.org/W4283777163","https://openalex.org/W4298111771","https://openalex.org/W4312574698","https://openalex.org/W4313530034","https://openalex.org/W4318476508","https://openalex.org/W6925516506","https://openalex.org/W6963018115"],"related_works":["https://openalex.org/W2547686654","https://openalex.org/W4308236560","https://openalex.org/W1968246158","https://openalex.org/W2118622491","https://openalex.org/W4221147755","https://openalex.org/W197958723","https://openalex.org/W2161515903","https://openalex.org/W2157855528","https://openalex.org/W2245244633","https://openalex.org/W6997094002"],"abstract_inverted_index":{"The":[0,46,146,161,230],"rapid":[1],"increase":[2],"in":[3,32,38,40,65,91,151,205,241],"the":[4,10,13,22,29,33,49,53,70,92,124,130,139,157,178,197,200],"volume":[5],"of":[6,24,28,35,42,51,55,85,108,129,207,223,238],"visual":[7],"information":[8],"on":[9,59],"internet":[11],"stimulates":[12],"improvement":[14],"and":[15,102,122,216,248],"search":[16],"for":[17,181,219,235],"new":[18],"approaches":[19],"to":[20,62,67,98,117,176,190],"solving":[21],"problem":[23,155],"image":[25,36,56,71,81,180,192,208,242],"compression.":[26,182],"One":[27],"important":[30],"characteristics":[31],"field":[34],"processing,":[37],"particular":[39],"matters":[41],"compression,":[43],"is":[44,115,133,149,167,203],"entropy.":[45],"work":[47],"explores":[48],"possibility":[50],"using":[52,156],"method":[54,148],"decomposition":[57,77,95,166,240],"based":[58],"topological":[60,165,239],"features":[61],"reduce":[63,112],"entropy":[64],"order":[66],"further":[68,236],"compress":[69],"while":[72],"maintaining":[73],"high":[74],"quality.":[75,193],"Topological":[76,94],"involves":[78],"decomposing":[79],"an":[80],"into":[82,105],"components":[83,121],"each":[84],"which":[86,172],"reflects":[87],"a":[88,152,212,220],"separate":[89,106],"element":[90],"image.":[93,125],"allows":[96],"us":[97,175],"group":[99],"global":[100],"structures":[101],"their":[103],"details":[104],"matrices":[107],"special":[109],"types.":[110],"To":[111],"entropy,":[113,171],"it":[114,135,218],"proposed":[116,131,147,201],"remove":[118],"some":[119,144],"detail":[120],"restore":[123],"A":[126],"distinctive":[127],"feature":[128],"approach":[132,202],"that":[134,164],"does":[136],"not":[137],"distort":[138],"entire":[140],"image,":[141],"but":[142],"only":[143],"areas.":[145],"tested":[150],"practical":[153],"compression":[154,214,243],"entropy-dependent":[158],"RLE":[159],"algorithm.":[160],"results":[162,231],"showed":[163],"good":[168],"at":[169,211],"reducing":[170],"will":[173],"allow":[174],"use":[177],"preprocessed":[179],"PSNR,":[183],"SSIM,":[184],"MSE,":[185],"NRM":[186],"indices":[187],"are":[188],"used":[189],"assess":[191],"When":[194],"compared":[195],"with":[196,225,244],"wavelet":[198],"transform,":[199],"competitive":[204],"terms":[206],"quality":[209],"assessment":[210],"comparable":[213],"ratio,":[215],"exceeds":[217],"certain":[221],"class":[222],"images":[224],"slightly":[226],"noisy":[227],"long":[228],"objects.":[229],"open":[232],"up":[233],"opportunities":[234],"study":[237],"potentially":[245],"greater":[246],"efficiency":[247],"less":[249],"distortion.":[250]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-12-24T00:00:00"}
