{"id":"https://openalex.org/W1980781556","doi":"https://doi.org/10.1109/tip.2012.2222900","title":"Extended Coding and Pooling in the HMAX Model","display_name":"Extended Coding and Pooling in the HMAX Model","publication_year":2012,"publication_date":"2012-10-05","ids":{"openalex":"https://openalex.org/W1980781556","doi":"https://doi.org/10.1109/tip.2012.2222900","mag":"1980781556","pmid":"https://pubmed.ncbi.nlm.nih.gov/23060335"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2012.2222900","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2012.2222900","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5046767286","display_name":"Christian Th\u00e9riault","orcid":null},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Christian Theriault","raw_affiliation_strings":["Universit\u00e9 Pierre et Marie Curie, UPMC Sorbonne Universit\u00e9s, Paris 75005, France. theriaultchristian@gmail.com","Univ. Pierre et Marie Curie, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Pierre et Marie Curie, UPMC Sorbonne Universit\u00e9s, Paris 75005, France. theriaultchristian@gmail.com","institution_ids":["https://openalex.org/I39804081"]},{"raw_affiliation_string":"Univ. Pierre et Marie Curie, Paris, France","institution_ids":["https://openalex.org/I39804081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108767420","display_name":"Nicolas Thom\u00e9","orcid":"https://orcid.org/0000-0002-0241-2960"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicolas Thome","raw_affiliation_strings":["Universit\u00e9 Pierre et Marie Curie, UPMC Sorbonne Universit\u00e9s, Paris, France","Univ. Pierre et Marie Curie, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Pierre et Marie Curie, UPMC Sorbonne Universit\u00e9s, Paris, France","institution_ids":["https://openalex.org/I39804081"]},{"raw_affiliation_string":"Univ. Pierre et Marie Curie, Paris, France","institution_ids":["https://openalex.org/I39804081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108118084","display_name":"Matthieu Cord","orcid":"https://orcid.org/0000-0002-0627-5844"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Matthieu Cord","raw_affiliation_strings":["Universit\u00e9 Pierre et Marie Curie, UPMC Sorbonne Universit\u00e9s, Paris, France","Univ. Pierre et Marie Curie, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Pierre et Marie Curie, UPMC Sorbonne Universit\u00e9s, Paris, France","institution_ids":["https://openalex.org/I39804081"]},{"raw_affiliation_string":"Univ. Pierre et Marie Curie, Paris, France","institution_ids":["https://openalex.org/I39804081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046767286"],"corresponding_institution_ids":["https://openalex.org/I39804081"],"apc_list":null,"apc_paid":null,"fwci":6.6575,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.97266284,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"22","issue":"2","first_page":"764","last_page":"777"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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"}},"topics":[{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9991999864578247,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9987999796867371,"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/discriminative-model","display_name":"Discriminative model","score":0.8817589282989502},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.8130250573158264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7833340167999268},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7407137155532837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5835967063903809},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5250368118286133},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.5115188360214233},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4567798376083374},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44677308201789856},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3214823007583618},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30875375866889954}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8817589282989502},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.8130250573158264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7833340167999268},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7407137155532837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5835967063903809},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5250368118286133},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.5115188360214233},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4567798376083374},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44677308201789856},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3214823007583618},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30875375866889954},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tip.2012.2222900","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2012.2222900","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:23060335","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23060335","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:HAL:hal-01185467v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01185467","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 Transactions on Image Processing, 2013, 22 (2), pp.764-777. ⟨10.1109/TIP.2012.2222900⟩","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7599999904632568,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W25195181","https://openalex.org/W1576445103","https://openalex.org/W1606858007","https://openalex.org/W1777366511","https://openalex.org/W1970554717","https://openalex.org/W1984757472","https://openalex.org/W1991378610","https://openalex.org/W1999908130","https://openalex.org/W2004586880","https://openalex.org/W2007815184","https://openalex.org/W2019373793","https://openalex.org/W2026942141","https://openalex.org/W2027922120","https://openalex.org/W2028047007","https://openalex.org/W2042266315","https://openalex.org/W2058605740","https://openalex.org/W2060393772","https://openalex.org/W2069796578","https://openalex.org/W2081939415","https://openalex.org/W2082105752","https://openalex.org/W2090042335","https://openalex.org/W2091987367","https://openalex.org/W2097018403","https://openalex.org/W2099930951","https://openalex.org/W2103212315","https://openalex.org/W2109200236","https://openalex.org/W2109863423","https://openalex.org/W2112796928","https://openalex.org/W2113625916","https://openalex.org/W2123340620","https://openalex.org/W2123669508","https://openalex.org/W2127725869","https://openalex.org/W2130325614","https://openalex.org/W2131846894","https://openalex.org/W2133155955","https://openalex.org/W2133243643","https://openalex.org/W2136451437","https://openalex.org/W2137313500","https://openalex.org/W2139427956","https://openalex.org/W2141200610","https://openalex.org/W2144982973","https://openalex.org/W2145889472","https://openalex.org/W2149194912","https://openalex.org/W2152172623","https://openalex.org/W2153937399","https://openalex.org/W2155490028","https://openalex.org/W2155904486","https://openalex.org/W2160692033","https://openalex.org/W2161969291","https://openalex.org/W2162915993","https://openalex.org/W2165315123","https://openalex.org/W2165393093","https://openalex.org/W2165409036","https://openalex.org/W2165828254","https://openalex.org/W2172205978","https://openalex.org/W2293078015","https://openalex.org/W2503629267","https://openalex.org/W2546302380","https://openalex.org/W6600992837","https://openalex.org/W6636412649","https://openalex.org/W6674642818","https://openalex.org/W6680279962","https://openalex.org/W6684893555"],"related_works":["https://openalex.org/W2953234277","https://openalex.org/W2626256601","https://openalex.org/W2900413183","https://openalex.org/W147410782","https://openalex.org/W3022252430","https://openalex.org/W2748667022","https://openalex.org/W2761785940","https://openalex.org/W3211770882","https://openalex.org/W2010629964","https://openalex.org/W2983135586"],"abstract_inverted_index":{"This":[0,122],"paper":[1],"presents":[2],"an":[3],"extension":[4],"of":[5,31,71,78,94,105],"the":[6,27,48,50,54,64],"HMAX":[7,17],"model,":[8],"a":[9,23,68,111,118,158],"neural":[10],"network":[11],"model":[12,18],"for":[13],"image":[14,113,134,142],"classification.":[15,96],"The":[16],"can":[19],"be":[20],"described":[21],"as":[22],"four-level":[24],"architecture,":[25],"with":[26],"first":[28,55],"level":[29,56,104],"consisting":[30],"multiscale":[32],"and":[33,74,81,88,102,127,147],"multiorientation":[34],"local":[35,51,76,126],"filters.":[36],"We":[37,97,150],"introduce":[38,117],"two":[39,91],"main":[40],"contributions":[41],"to":[42,107,131],"this":[43],"model.":[44],"First,":[45],"we":[46,116],"improve":[47],"way":[49],"filters":[52,62,85],"at":[53,63],"are":[57,86,138],"integrated":[58],"into":[59],"more":[60],"complex":[61],"last":[65],"level,":[66],"providing":[67],"flexible":[69],"description":[70],"object":[72],"regions":[73],"combining":[75],"information":[77,130],"multiple":[79],"scales":[80],"orientations.":[82],"These":[83],"new":[84],"discriminative":[87,100,133],"yet":[89],"invariant,":[90],"key":[92],"aspects":[93],"visual":[95],"evaluate":[98],"their":[99,103],"power":[101],"invariance":[106],"geometrical":[108],"transformations":[109],"on":[110,140],"synthetic":[112],"set.":[114],"Second,":[115],"multiresolution":[119],"spatial":[120,129],"pooling.":[121],"pooling":[123],"encodes":[124],"both":[125],"global":[128],"produce":[132],"signatures.":[135],"Classification":[136],"results":[137],"reported":[139],"three":[141],"data":[143],"sets:":[144],"Caltech101,":[145],"Caltech256,":[146],"fifteen":[148],"scenes.":[149],"show":[151],"significant":[152],"improvements":[153],"over":[154],"previous":[155],"architectures":[156],"using":[157],"similar":[159],"framework.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}