{"id":"https://openalex.org/W2776616646","doi":"https://doi.org/10.1109/jstars.2017.2781906","title":"Prediction of Compression Ratio for DCT-Based Coders With Application to Remote Sensing Images","display_name":"Prediction of Compression Ratio for DCT-Based Coders With Application to Remote Sensing Images","publication_year":2017,"publication_date":"2017-12-27","ids":{"openalex":"https://openalex.org/W2776616646","doi":"https://doi.org/10.1109/jstars.2017.2781906","mag":"2776616646"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2017.2781906","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2017.2781906","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"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/A5021149089","display_name":"Alexander Zemliachenko","orcid":"https://orcid.org/0000-0002-4486-1430"},"institutions":[{"id":"https://openalex.org/I23686167","display_name":"National Aerospace University \u2013 Kharkiv Aviation Institute","ror":"https://ror.org/048j5n646","country_code":"UA","type":"education","lineage":["https://openalex.org/I23686167"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Alexander N. Zemliachenko","raw_affiliation_strings":["National Aerospace University, Kharkov, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Aerospace University, Kharkov, Ukraine","institution_ids":["https://openalex.org/I23686167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107863223","display_name":"Ruslan Kozhemiakin","orcid":null},"institutions":[{"id":"https://openalex.org/I23686167","display_name":"National Aerospace University \u2013 Kharkiv Aviation Institute","ror":"https://ror.org/048j5n646","country_code":"UA","type":"education","lineage":["https://openalex.org/I23686167"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Ruslan A. Kozhemiakin","raw_affiliation_strings":["National Aerospace University, Kharkov, Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Aerospace University, Kharkov, Ukraine","institution_ids":["https://openalex.org/I23686167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083624227","display_name":"Sergey Abramov","orcid":"https://orcid.org/0000-0002-8295-9439"},"institutions":[{"id":"https://openalex.org/I23686167","display_name":"National Aerospace University \u2013 Kharkiv Aviation Institute","ror":"https://ror.org/048j5n646","country_code":"UA","type":"education","lineage":["https://openalex.org/I23686167"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Sergey K. Abramov","raw_affiliation_strings":["National Aerospace University, Kharkov, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-8295-9439","affiliations":[{"raw_affiliation_string":"National Aerospace University, Kharkov, Ukraine","institution_ids":["https://openalex.org/I23686167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011325512","display_name":"Vladimir Lukin","orcid":"https://orcid.org/0000-0002-1443-9685"},"institutions":[{"id":"https://openalex.org/I23686167","display_name":"National Aerospace University \u2013 Kharkiv Aviation Institute","ror":"https://ror.org/048j5n646","country_code":"UA","type":"education","lineage":["https://openalex.org/I23686167"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Vladimir V. Lukin","raw_affiliation_strings":["National Aerospace University, Kharkov, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-1443-9685","affiliations":[{"raw_affiliation_string":"National Aerospace University, Kharkov, Ukraine","institution_ids":["https://openalex.org/I23686167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106691452","display_name":"Beno\u00eet Vozel","orcid":"https://orcid.org/0000-0002-1920-2847"},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benoit Vozel","raw_affiliation_strings":["University of Rennes 1, Lannion cedex, France"],"raw_orcid":"https://orcid.org/0000-0002-1920-2847","affiliations":[{"raw_affiliation_string":"University of Rennes 1, Lannion cedex, France","institution_ids":["https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038728763","display_name":"Kacem Chehdi","orcid":"https://orcid.org/0000-0003-2659-812X"},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Kacem Chehdi","raw_affiliation_strings":["University of Rennes 1, Lannion cedex, France"],"raw_orcid":"https://orcid.org/0000-0003-2659-812X","affiliations":[{"raw_affiliation_string":"University of Rennes 1, Lannion cedex, France","institution_ids":["https://openalex.org/I56067802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090213299","display_name":"Karen Egiazarian","orcid":"https://orcid.org/0000-0002-8135-1085"},"institutions":[{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Karen O. Egiazarian","raw_affiliation_strings":["Tampere University of Technology, Tampere, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tampere University of Technology, Tampere, Finland","institution_ids":["https://openalex.org/I4210133110"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":null,"fwci":0.6314,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.78976169,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"11","issue":"1","first_page":"257","last_page":"270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression 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/T10901","display_name":"Advanced Data Compression 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":0.9995999932289124,"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":0.9977999925613403,"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/lossy-compression","display_name":"Lossy compression","score":0.9041991829872131},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7400292158126831},{"id":"https://openalex.org/keywords/discrete-cosine-transform","display_name":"Discrete cosine transform","score":0.7334520220756531},{"id":"https://openalex.org/keywords/lossless-compression","display_name":"Lossless compression","score":0.6354528665542603},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.6061945557594299},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.6012856364250183},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5563833117485046},{"id":"https://openalex.org/keywords/compression-artifact","display_name":"Compression artifact","score":0.5360738635063171},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5102181434631348},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4572562575340271},{"id":"https://openalex.org/keywords/transform-coding","display_name":"Transform coding","score":0.4326871633529663},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.42454642057418823},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.42087480425834656},{"id":"https://openalex.org/keywords/data-compression-ratio","display_name":"Data compression ratio","score":0.41370752453804016},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34623685479164124},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3213356137275696},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2834673225879669}],"concepts":[{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.9041991829872131},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7400292158126831},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.7334520220756531},{"id":"https://openalex.org/C81081738","wikidata":"https://www.wikidata.org/wiki/Q55542","display_name":"Lossless compression","level":3,"score":0.6354528665542603},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.6061945557594299},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.6012856364250183},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5563833117485046},{"id":"https://openalex.org/C57654395","wikidata":"https://www.wikidata.org/wiki/Q1097775","display_name":"Compression artifact","level":5,"score":0.5360738635063171},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5102181434631348},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4572562575340271},{"id":"https://openalex.org/C169805256","wikidata":"https://www.wikidata.org/wiki/Q1361381","display_name":"Transform coding","level":4,"score":0.4326871633529663},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.42454642057418823},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.42087480425834656},{"id":"https://openalex.org/C94835093","wikidata":"https://www.wikidata.org/wiki/Q3113333","display_name":"Data compression ratio","level":5,"score":0.41370752453804016},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34623685479164124},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3213356137275696},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2834673225879669},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2017.2781906","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2017.2781906","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02135679v1","is_oa":false,"landing_page_url":"https://univ-rennes.hal.science/hal-02135679","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11 (1), pp.257-270. &#x27E8;10.1109/JSTARS.2017.2781906&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W183479298","https://openalex.org/W195424646","https://openalex.org/W1540900967","https://openalex.org/W1542524330","https://openalex.org/W1560115613","https://openalex.org/W1578368825","https://openalex.org/W1580389772","https://openalex.org/W1771439769","https://openalex.org/W1966420457","https://openalex.org/W1970342366","https://openalex.org/W1985082033","https://openalex.org/W2013121852","https://openalex.org/W2017975654","https://openalex.org/W2026849320","https://openalex.org/W2031257497","https://openalex.org/W2040511445","https://openalex.org/W2040903332","https://openalex.org/W2051124792","https://openalex.org/W2053539432","https://openalex.org/W2066299746","https://openalex.org/W2079838548","https://openalex.org/W2094835928","https://openalex.org/W2096214786","https://openalex.org/W2097745429","https://openalex.org/W2100887355","https://openalex.org/W2108539424","https://openalex.org/W2118217749","https://openalex.org/W2123706269","https://openalex.org/W2129950039","https://openalex.org/W2133764833","https://openalex.org/W2135737554","https://openalex.org/W2137458463","https://openalex.org/W2162206395","https://openalex.org/W2169005439","https://openalex.org/W2344772998","https://openalex.org/W2476593923","https://openalex.org/W2495512350","https://openalex.org/W2515238116","https://openalex.org/W2546630585","https://openalex.org/W2553030674","https://openalex.org/W2566122714","https://openalex.org/W2589396479","https://openalex.org/W2626610348","https://openalex.org/W4298166552","https://openalex.org/W4302366751","https://openalex.org/W6634589695","https://openalex.org/W6667069854","https://openalex.org/W6704399025","https://openalex.org/W7042601978"],"related_works":["https://openalex.org/W3118996461","https://openalex.org/W4287393224","https://openalex.org/W2541319825","https://openalex.org/W2071387875","https://openalex.org/W1680283075","https://openalex.org/W3080614128","https://openalex.org/W4239869440","https://openalex.org/W2357670775","https://openalex.org/W2380116549","https://openalex.org/W3202870363"],"abstract_inverted_index":{"A":[0],"problem":[1,99],"of":[2,69,100,200,206,213],"predicting":[3,101],"compression":[4,10,44,199,212],"ratio":[5],"(CR)":[6],"for":[7,20,103,125,190,210],"lossy":[8,42,198],"image":[9,43,77,181,193],"methods":[11,186],"based":[12],"on":[13,160],"discrete":[14],"cosine":[15],"transform":[16],"(DCT)":[17],"is":[18,60,148,216],"considered":[19],"remote":[21],"sensing":[22],"imaging":[23],"as":[24,45,47],"a":[25,75,98,131,149,157,172,204],"main":[26],"target":[27],"application.":[28],"We":[29],"demonstrate":[30],"that":[31,129,146,152,164],"the":[32,67,82,135,207],"noise":[33,161],"presence":[34],"in":[35,66,107,114,117],"images":[36,65,106,215],"leads":[37],"to":[38,41,48,53,63,81,87,137,168,178,196],"specific":[39],"requirements":[40],"well":[46],"criteria":[49],"used,":[50],"and":[51,134,163],"ways":[52,136],"meet":[54],"these":[55],"requirements.":[56],"In":[57,92],"particular,":[58],"it":[59],"often":[61],"desired":[62],"compress":[64],"neighborhood":[68],"optimal":[70],"operation":[71],"point":[72],"(OOP)":[73],"where":[74],"compressed":[76],"might":[78],"be":[79,166],"closer":[80],"corresponding":[83],"noise-free":[84],"one":[85],"compared":[86],"noisy":[88,105],"(original,":[89],"uncompressed)":[90],"counterpart.":[91],"this":[93,139],"paper,":[94],"first,":[95],"we":[96,144],"consider":[97],"CR":[102,170],"compressing":[104],"OOP":[108],"neighborhood.":[109],"Several":[110],"statistical":[111,150],"parameters":[112],"calculated":[113],"DCT":[115],"domain":[116],"8":[118,120],"\u00d7":[119],"pixel":[121],"blocks":[122],"are":[123,141,187],"used":[124,167],"this.":[126],"The":[127,184],"factors":[128],"influence":[130],"prediction":[132,208],"accuracy":[133,140,174],"improve":[138],"discussed.":[142],"Next,":[143],"show":[145],"there":[147],"parameter":[151],"does":[153],"not":[154],"require":[155],"any":[156,176],"priori":[158],"information":[159],"properties,":[162],"can":[165],"predict":[169],"with":[171],"high":[173],"without":[175],"necessity":[177],"apply":[179],"multiple":[180],"compression/decompression":[182],"procedures.":[183],"proposed":[185],"thoroughly":[188],"tested":[189],"two":[191],"DCT-based":[192],"coders":[194],"applied":[195],"component-wise":[197],"hyperspectral":[201],"data.":[202],"Finally,":[203],"modification":[205],"approach":[209],"3-D":[211],"multichannel":[214],"proposed.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
