{"id":"https://openalex.org/W4402915778","doi":"https://doi.org/10.1109/icip51287.2024.10647871","title":"Intelligent Multi-View Test Time Augmentation","display_name":"Intelligent Multi-View Test Time Augmentation","publication_year":2024,"publication_date":"2024-09-27","ids":{"openalex":"https://openalex.org/W4402915778","doi":"https://doi.org/10.1109/icip51287.2024.10647871"},"language":"en","primary_location":{"id":"doi:10.1109/icip51287.2024.10647871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip51287.2024.10647871","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Image Processing (ICIP)","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/A5111343880","display_name":"Efe Ozturk","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Efe Ozturk","raw_affiliation_strings":["Georgia Institute of Technology,OLIVES at the Center for Signal and Information Processing CSIP,School of Electrical and Computer Engineering,Atlanta,GA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology,OLIVES at the Center for Signal and Information Processing CSIP,School of Electrical and Computer Engineering,Atlanta,GA,USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010958338","display_name":"Mohit Prabhushankar","orcid":"https://orcid.org/0000-0002-8743-7058"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohit Prabhushankar","raw_affiliation_strings":["Georgia Institute of Technology,OLIVES at the Center for Signal and Information Processing CSIP,School of Electrical and Computer Engineering,Atlanta,GA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology,OLIVES at the Center for Signal and Information Processing CSIP,School of Electrical and Computer Engineering,Atlanta,GA,USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006145139","display_name":"Ghassan AlRegib","orcid":"https://orcid.org/0000-0001-6818-8001"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ghassan AlRegib","raw_affiliation_strings":["Georgia Institute of Technology,OLIVES at the Center for Signal and Information Processing CSIP,School of Electrical and Computer Engineering,Atlanta,GA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology,OLIVES at the Center for Signal and Information Processing CSIP,School of Electrical and Computer Engineering,Atlanta,GA,USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5826,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68014678,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"617","last_page":"623"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13293","display_name":"Engineering and Test Systems","score":0.9369000196456909,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T13293","display_name":"Engineering and Test Systems","score":0.9369000196456909,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T12810","display_name":"Real-time simulation and control systems","score":0.9251999855041504,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/computer-science","display_name":"Computer science","score":0.6925735473632812},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.6339437961578369}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6925735473632812},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.6339437961578369},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip51287.2024.10647871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip51287.2024.10647871","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1513874326","https://openalex.org/W1995875735","https://openalex.org/W2073241381","https://openalex.org/W2078118580","https://openalex.org/W2141712375","https://openalex.org/W2194775991","https://openalex.org/W2892816441","https://openalex.org/W2897009419","https://openalex.org/W2954996726","https://openalex.org/W2964059111","https://openalex.org/W2968891686","https://openalex.org/W3008960265","https://openalex.org/W3217632278","https://openalex.org/W4205638705","https://openalex.org/W4205838511","https://openalex.org/W4214592090","https://openalex.org/W4321780005","https://openalex.org/W4327663221","https://openalex.org/W4361857379","https://openalex.org/W4399563276","https://openalex.org/W6680096640","https://openalex.org/W6745891213","https://openalex.org/W6745995898","https://openalex.org/W6747438826","https://openalex.org/W6750448517","https://openalex.org/W6785047251","https://openalex.org/W6839754751","https://openalex.org/W6842955328","https://openalex.org/W6964665992"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"In":[0],"this":[1],"study,":[2],"we":[3],"introduce":[4],"an":[5,72,114],"intelligent":[6,155],"Test":[7],"Time":[8],"Augmentation":[9],"(TTA)":[10],"algorithm":[11],"designed":[12],"to":[13,75,90],"enhance":[14],"the":[15,53,57,68,99,129,137,143,149],"robustness":[16,138],"and":[17,106],"accuracy":[18,116],"of":[19,118,131,139,145],"image":[20,140],"classification":[21,91,141],"models":[22],"against":[23],"viewpoint":[24,146],"variations.":[25],"Unlike":[26],"traditional":[27],"TTA":[28,79,134],"methods":[29,121],"that":[30,87,122],"indiscriminately":[31],"apply":[32],"augmentations,":[33],"our":[34,111],"approach":[35],"intelligently":[36],"selects":[37],"optimal":[38,58],"augmentations":[39,88],"based":[40],"on":[41],"predictive":[42],"uncertainty":[43,65,73],"metrics.":[44],"This":[45,83,126],"selection":[46],"is":[47,160],"achieved":[48],"via":[49],"a":[50,95],"two-stage":[51],"process:":[52],"first":[54],"stage":[55,70],"identifies":[56],"augmentation":[59,156],"for":[60,151],"each":[61],"class":[62],"by":[63],"evaluating":[64],"levels,":[66],"while":[67],"second":[69],"implements":[71],"threshold":[74],"determine":[76],"when":[77],"applying":[78],"would":[80],"be":[81],"advantageous.":[82],"methodological":[84],"advancement":[85],"ensures":[86],"contribute":[89],"more":[92],"effectively":[93],"than":[94],"uniform":[96],"application":[97],"across":[98,103],"dataset.":[100],"Experimental":[101],"validation":[102],"several":[104],"datasets":[105],"neural":[107],"network":[108],"architectures":[109],"validates":[110],"approach,":[112],"yielding":[113],"average":[115],"improvement":[117],"1.73%":[119],"over":[120],"use":[123],"single-view":[124],"images.":[125],"research":[127],"underscores":[128],"potential":[130],"adaptive,":[132],"uncertainty-aware":[133],"in":[135,142],"improving":[136],"presence":[144],"variations,":[147],"paving":[148],"way":[150],"further":[152],"exploration":[153],"into":[154],"strategies.":[157],"The":[158],"code":[159],"available":[161],"at:":[162],"https://github.com/olivesgatech/Intelligent-Multi-View-TTA":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}