{"id":"https://openalex.org/W2171190130","doi":"https://doi.org/10.1109/icip.2005.1529690","title":"The M-term pursuit for image representation and progressive compression","display_name":"The M-term pursuit for image representation and progressive compression","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2171190130","doi":"https://doi.org/10.1109/icip.2005.1529690","mag":"2171190130"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2005.1529690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2005.1529690","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE International Conference on Image Processing 2005","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/87248","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087863171","display_name":"A. Rahmoune","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"A. Rahmoune","raw_affiliation_strings":["Signal Processing Institute, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signal Processing Institute, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028520858","display_name":"Pierre Vandergheynst","orcid":"https://orcid.org/0000-0002-9070-900X"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"P. Vandergheynst","raw_affiliation_strings":["Signal Processing Institute, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signal Processing Institute, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000947076","display_name":"Pascal Frossard","orcid":"https://orcid.org/0000-0002-4010-714X"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"P. Frossard","raw_affiliation_strings":["Signal Processing Institute, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signal Processing Institute, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I5124864"],"apc_list":null,"apc_paid":null,"fwci":1.6209,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.85281647,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"I","last_page":"73"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9983000159263611,"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/matching-pursuit","display_name":"Matching pursuit","score":0.8603215217590332},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5870801210403442},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5766362547874451},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.552479088306427},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.5346084833145142},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5155789256095886},{"id":"https://openalex.org/keywords/basis-pursuit","display_name":"Basis pursuit","score":0.5144929885864258},{"id":"https://openalex.org/keywords/jpeg-2000","display_name":"JPEG 2000","score":0.4970689117908478},{"id":"https://openalex.org/keywords/disjoint-sets","display_name":"Disjoint sets","score":0.4583300054073334},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.4524173140525818},{"id":"https://openalex.org/keywords/bitstream","display_name":"Bitstream","score":0.42685768008232117},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3723371624946594},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3700726628303528},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3530724048614502},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.35069775581359863},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.31554728746414185},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.20304128527641296},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.15704280138015747}],"concepts":[{"id":"https://openalex.org/C156872377","wikidata":"https://www.wikidata.org/wiki/Q6786281","display_name":"Matching pursuit","level":3,"score":0.8603215217590332},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5870801210403442},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5766362547874451},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.552479088306427},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.5346084833145142},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5155789256095886},{"id":"https://openalex.org/C99217422","wikidata":"https://www.wikidata.org/wiki/Q4867576","display_name":"Basis pursuit","level":4,"score":0.5144929885864258},{"id":"https://openalex.org/C69216139","wikidata":"https://www.wikidata.org/wiki/Q931783","display_name":"JPEG 2000","level":5,"score":0.4970689117908478},{"id":"https://openalex.org/C45340560","wikidata":"https://www.wikidata.org/wiki/Q215382","display_name":"Disjoint sets","level":2,"score":0.4583300054073334},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.4524173140525818},{"id":"https://openalex.org/C136695289","wikidata":"https://www.wikidata.org/wiki/Q415568","display_name":"Bitstream","level":3,"score":0.42685768008232117},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3723371624946594},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3700726628303528},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3530724048614502},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.35069775581359863},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.31554728746414185},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.20304128527641296},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.15704280138015747}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icip.2005.1529690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2005.1529690","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE International Conference on Image Processing 2005","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.259.5955","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.259.5955","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://infoscience.epfl.ch/record/87248/files/Rahmoune2005_1252.pdf","raw_type":"text"},{"id":"pmh:oai:infoscience.epfl.ch:87248","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/87248","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:87248","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/87248","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W113877467","https://openalex.org/W1230149588","https://openalex.org/W1485280399","https://openalex.org/W1981745143","https://openalex.org/W2083101538","https://openalex.org/W2118217749","https://openalex.org/W2129652681","https://openalex.org/W2142276208","https://openalex.org/W2150258394","https://openalex.org/W2151693816","https://openalex.org/W2172265048","https://openalex.org/W4285719527","https://openalex.org/W6604708954","https://openalex.org/W6627979556","https://openalex.org/W6628911976"],"related_works":["https://openalex.org/W2108275041","https://openalex.org/W2949587108","https://openalex.org/W2249469762","https://openalex.org/W2011611369","https://openalex.org/W2294690908","https://openalex.org/W1992008660","https://openalex.org/W2116148865","https://openalex.org/W2160547390","https://openalex.org/W2042974711","https://openalex.org/W59030693"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,48,55,88,96,134,168],"sparse":[4],"signal":[5],"representation":[6,21],"algorithm":[7,27,114],"in":[8,191],"redundant":[9],"dictionaries,":[10],"called":[11],"the":[12,30,33,45,65,73,112,125,131,151,158,174,187],"M-term":[13],"pursuit":[14,35],"(MTP),":[15],"with":[16,122],"an":[17,105,142],"application":[18],"to":[19,29,118,166,181],"image":[20,46,140,176],"and":[22,39,145],"scalable":[23],"coding.":[24],"The":[25,61,108,171],"MTP":[26,62,113,175],"belongs":[28],"framework":[31],"of":[32,51,58,67,111,124,133,153,173,186,193],"matching":[34,126],"(MP)":[36],"(S.":[37],"Mallat":[38],"Z.":[40],"Zhang,":[41],"1993);":[42],"it":[43,85,129],"expands":[44],"into":[47,75],"linear":[49],"combination":[50],"atoms,":[52],"selected":[53],"from":[54],"large":[56],"collection":[57],"spatial":[59],"atoms.":[60],"relies":[63],"on":[64,150,157],"concept":[66],"dictionary":[68,74],"partitioning,":[69],"i.e.,":[70],"as":[71],"splitting":[72],"L":[76],"disjoint":[77],"sub-dictionaries,":[78],"each":[79],"carrying":[80],"some":[81],"specific":[82],"information.":[83],"Then,":[84],"iteratively":[86],"finds":[87],"K-term":[89],"approximation,":[90],"by":[91,104],"selecting":[92],"M":[93,99],"atoms":[94,155],"at":[95],"time,":[97],"where":[98],"/spl":[100],"les/":[101],"L,":[102],"followed":[103],"orthogonal":[106],"projection.":[107],"approximation":[109],"performances":[110,172],"have":[115],"been":[116],"shown":[117,180],"yield":[119],"comparable":[120],"results":[121],"those":[123,185],"pursuit.":[127],"However,":[128],"presents":[130],"advantage":[132],"reduced":[135],"computational":[136],"complexity.":[137],"For":[138],"progressive":[139],"compression,":[141],"embedded":[143],"quantization":[144],"coding":[146],"step":[147],"is":[148],"applied":[149],"series":[152],"obtained":[154],"based":[156],"subset":[159],"approach":[160],"(A.":[161],"Rahomoune,":[162],"et":[163],"al,":[164],"2004);":[165],"generate":[167],"flexible":[169],"bitstream.":[170],"coder":[177],"are":[178],"finally":[179],"compare":[182],"favorably":[183],"against":[184],"state-of-the-art":[188],"JPEG-2000":[189],"scheme,":[190],"terms":[192],"rate-distortion":[194],"characteristics.":[195]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}