{"id":"https://openalex.org/W2892353009","doi":"https://doi.org/10.23919/icif.2018.8455547","title":"Comparing Interrelationships Between Features and Embedding Methods for Multiple-View Fusion","display_name":"Comparing Interrelationships Between Features and Embedding Methods for Multiple-View Fusion","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2892353009","doi":"https://doi.org/10.23919/icif.2018.8455547","mag":"2892353009"},"language":"en","primary_location":{"id":"doi:10.23919/icif.2018.8455547","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icif.2018.8455547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 21st International Conference on Information Fusion (FUSION)","raw_type":"proceedings-article"},"type":"article","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/A5082718181","display_name":"Roberta Piroddi","orcid":"https://orcid.org/0000-0002-1139-2949"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Roberta Piroddi","raw_affiliation_strings":["School of Electrical Engineering Electronics and Computer Science, University of Liverpool"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering Electronics and Computer Science, University of Liverpool","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109497577","display_name":"Yannis Goulermas","orcid":null},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yannis Goulermas","raw_affiliation_strings":["School of Electrical Engineering Electronics and Computer Science, University of Liverpool"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering Electronics and Computer Science, University of Liverpool","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083636287","display_name":"Simon Maskell","orcid":"https://orcid.org/0000-0003-1917-2913"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Simon Maskell","raw_affiliation_strings":["School of Electrical Engineering Electronics and Computer Science, University of Liverpool"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering Electronics and Computer Science, University of Liverpool","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088124267","display_name":"Jason F. Ralph","orcid":"https://orcid.org/0000-0002-4946-9948"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jason Ralph","raw_affiliation_strings":["School of Electrical Engineering Electronics and Computer Science, University of Liverpool"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering Electronics and Computer Science, University of Liverpool","institution_ids":["https://openalex.org/I146655781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5082718181"],"corresponding_institution_ids":["https://openalex.org/I146655781"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14728457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9970999956130981,"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/T10057","display_name":"Face and Expression Recognition","score":0.9958999752998352,"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/embedding","display_name":"Embedding","score":0.9192434549331665},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.7001875638961792},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6625180244445801},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6604797840118408},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6580862402915955},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5943855047225952},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.57841956615448},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.5275682210922241},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.5241406559944153},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4862602949142456},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4637376070022583},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32270482182502747},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.2195509970188141},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.05648854374885559}],"concepts":[{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.9192434549331665},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.7001875638961792},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6625180244445801},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6604797840118408},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6580862402915955},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5943855047225952},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.57841956615448},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.5275682210922241},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.5241406559944153},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4862602949142456},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4637376070022583},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32270482182502747},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.2195509970188141},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.05648854374885559},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/icif.2018.8455547","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icif.2018.8455547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 21st International Conference on Information Fusion (FUSION)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W191001584","https://openalex.org/W1502638562","https://openalex.org/W1525590157","https://openalex.org/W1857303733","https://openalex.org/W1946678118","https://openalex.org/W1959344229","https://openalex.org/W1994623790","https://openalex.org/W2001619934","https://openalex.org/W2020779859","https://openalex.org/W2021873527","https://openalex.org/W2037635623","https://openalex.org/W2038420319","https://openalex.org/W2042576467","https://openalex.org/W2043793719","https://openalex.org/W2067381981","https://openalex.org/W2069509612","https://openalex.org/W2084491494","https://openalex.org/W2085789144","https://openalex.org/W2091089627","https://openalex.org/W2099355420","https://openalex.org/W2109531142","https://openalex.org/W2109752307","https://openalex.org/W2113590298","https://openalex.org/W2119605622","https://openalex.org/W2120368313","https://openalex.org/W2120453412","https://openalex.org/W2125778906","https://openalex.org/W2128085593","https://openalex.org/W2141584146","https://openalex.org/W2156761667","https://openalex.org/W2157598322","https://openalex.org/W2163808566","https://openalex.org/W2163922914","https://openalex.org/W2164958105","https://openalex.org/W2266694576","https://openalex.org/W2577354820","https://openalex.org/W2590019597","https://openalex.org/W2963037989","https://openalex.org/W3014771378","https://openalex.org/W4212807041","https://openalex.org/W6630114213","https://openalex.org/W6650842192","https://openalex.org/W6675840996","https://openalex.org/W6676189307","https://openalex.org/W6677911923"],"related_works":["https://openalex.org/W117517268","https://openalex.org/W2383239174","https://openalex.org/W2362829263","https://openalex.org/W2129688774","https://openalex.org/W2900415423","https://openalex.org/W3159953198","https://openalex.org/W2380477800","https://openalex.org/W2047382418","https://openalex.org/W2347974653","https://openalex.org/W2970256865"],"abstract_inverted_index":{"Manifold":[0],"embedding":[1,45,65],"techniques":[2,46],"have":[3],"properties":[4],"that":[5],"render":[6],"them":[7],"attractive":[8],"candidates":[9],"to":[10,55,63,75,101],"learn":[11],"a":[12,18,38],"compact":[13],"and":[14,47,82,84],"general":[15],"representation":[16,26],"of":[17,41,91,98],"three":[19],"dimensional":[20],"spatial":[21],"object.":[22],"In":[23],"turn":[24],"this":[25,70],"can":[27],"be":[28],"used":[29,54],"for":[30,94],"object":[31,100],"recognition":[32],"through":[33],"classification.":[34],"This":[35],"paper":[36],"presents":[37],"comparative":[39],"study":[40],"several":[42],"supervised":[43],"spectral":[44],"their":[48],"relationship":[49],"with":[50],"the":[51,57,89],"feature":[52,80],"space":[53],"describe":[56],"exemplars":[58],"which":[59],"act":[60],"as":[61],"inputs":[62],"an":[64,99],"procedure.":[66],"By":[67],"concentrating":[68],"on":[69,88],"aspect,":[71],"we":[72,85],"are":[73],"able":[74],"highlight":[76],"preferential":[77],"combinations":[78],"between":[79],"description":[81],"embedding,":[83],"formulate":[86],"recommendations":[87],"use":[90],"such":[92],"methods":[93],"fusing":[95],"multiple":[96],"views":[97],"recognize":[102],"it":[103],"under":[104],"variable":[105],"poses.":[106]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
