{"id":"https://openalex.org/W4392411870","doi":"https://doi.org/10.1109/ijcb57857.2023.10449207","title":"Leveraging Synthetic Data and Hard Pair Mining for Selfie vs ID Face Verification","display_name":"Leveraging Synthetic Data and Hard Pair Mining for Selfie vs ID Face Verification","publication_year":2023,"publication_date":"2023-09-25","ids":{"openalex":"https://openalex.org/W4392411870","doi":"https://doi.org/10.1109/ijcb57857.2023.10449207"},"language":"en","primary_location":{"id":"doi:10.1109/ijcb57857.2023.10449207","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcb57857.2023.10449207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Joint Conference on Biometrics (IJCB)","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/A5036824511","display_name":"Shivang Agarwal","orcid":"https://orcid.org/0000-0001-8809-3894"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shivang Agarwal","raw_affiliation_strings":["IIT,Jodhpur,India","IIT, Jodhpur, India"],"affiliations":[{"raw_affiliation_string":"IIT,Jodhpur,India","institution_ids":["https://openalex.org/I154549908"]},{"raw_affiliation_string":"IIT, Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102827804","display_name":"Jyoti Chaudhary","orcid":"https://orcid.org/0009-0003-0522-0061"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jyoti Chaudhary","raw_affiliation_strings":["Swiggy Applied Research,Bangalore,India","Swiggy Applied Research, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Swiggy Applied Research,Bangalore,India","institution_ids":[]},{"raw_affiliation_string":"Swiggy Applied Research, Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094059501","display_name":"Hard Savani","orcid":null},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hard Savani","raw_affiliation_strings":["IIT,Jodhpur,India","IIT, Jodhpur, India"],"affiliations":[{"raw_affiliation_string":"IIT,Jodhpur,India","institution_ids":["https://openalex.org/I154549908"]},{"raw_affiliation_string":"IIT, Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101434050","display_name":"Shivam Sharma","orcid":"https://orcid.org/0000-0003-4979-7914"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shivam Sharma","raw_affiliation_strings":["IIT,Jodhpur,India","IIT, Jodhpur, India"],"affiliations":[{"raw_affiliation_string":"IIT,Jodhpur,India","institution_ids":["https://openalex.org/I154549908"]},{"raw_affiliation_string":"IIT, Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050521702","display_name":"Mayank Vatsa","orcid":"https://orcid.org/0000-0001-5952-2274"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mayank Vatsa","raw_affiliation_strings":["IIT,Jodhpur,India","IIT, Jodhpur, India"],"affiliations":[{"raw_affiliation_string":"IIT,Jodhpur,India","institution_ids":["https://openalex.org/I154549908"]},{"raw_affiliation_string":"IIT, Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011779957","display_name":"Richa Singh","orcid":"https://orcid.org/0000-0003-4060-4573"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Richa Singh","raw_affiliation_strings":["IIT,Jodhpur,India","IIT, Jodhpur, India"],"affiliations":[{"raw_affiliation_string":"IIT,Jodhpur,India","institution_ids":["https://openalex.org/I154549908"]},{"raw_affiliation_string":"IIT, Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053240573","display_name":"Shyam Prasad Adhikari","orcid":"https://orcid.org/0000-0002-8531-4599"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shyam Prasad Adhikari","raw_affiliation_strings":["Swiggy Applied Research,Bangalore,India","Swiggy Applied Research, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Swiggy Applied Research,Bangalore,India","institution_ids":[]},{"raw_affiliation_string":"Swiggy Applied Research, Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112532556","display_name":"Sangeeth Reddy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sangeeth Reddy","raw_affiliation_strings":["Swiggy Applied Research,Bangalore,India","Swiggy Applied Research, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Swiggy Applied Research,Bangalore,India","institution_ids":[]},{"raw_affiliation_string":"Swiggy Applied Research, Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074309931","display_name":"Kshitij Agrawal","orcid":"https://orcid.org/0009-0008-0742-999X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kshitij Agrawal","raw_affiliation_strings":["Swiggy Applied Research,Bangalore,India","Swiggy Applied Research, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Swiggy Applied Research,Bangalore,India","institution_ids":[]},{"raw_affiliation_string":"Swiggy Applied Research, Bangalore, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017720802","display_name":"Hemant Misra","orcid":"https://orcid.org/0000-0002-8179-4441"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hemant Misra","raw_affiliation_strings":["Swiggy Applied Research,Bangalore,India","Swiggy Applied Research, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Swiggy Applied Research,Bangalore,India","institution_ids":[]},{"raw_affiliation_string":"Swiggy Applied Research, Bangalore, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5036824511"],"corresponding_institution_ids":["https://openalex.org/I154549908"],"apc_list":null,"apc_paid":null,"fwci":0.123,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46781013,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","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/T11448","display_name":"Face recognition and analysis","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/T10057","display_name":"Face and Expression Recognition","score":0.9966999888420105,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9965999722480774,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/selfie","display_name":"Selfie","score":0.9360039830207825},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.758203387260437},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6544206142425537},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35559722781181335},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2382553219795227}],"concepts":[{"id":"https://openalex.org/C2777454149","wikidata":"https://www.wikidata.org/wiki/Q12068677","display_name":"Selfie","level":2,"score":0.9360039830207825},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.758203387260437},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6544206142425537},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35559722781181335},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2382553219795227},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcb57857.2023.10449207","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcb57857.2023.10449207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Joint Conference on Biometrics (IJCB)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1964952137","https://openalex.org/W2126864964","https://openalex.org/W2149176482","https://openalex.org/W2341528187","https://openalex.org/W2799209711","https://openalex.org/W2954884160","https://openalex.org/W2963089432","https://openalex.org/W2963285502","https://openalex.org/W2963403266","https://openalex.org/W2963460857","https://openalex.org/W2963693541","https://openalex.org/W2963899186","https://openalex.org/W2964339532","https://openalex.org/W3034371424","https://openalex.org/W3035067471","https://openalex.org/W3035739915","https://openalex.org/W3101998545","https://openalex.org/W3106746951","https://openalex.org/W3119209415","https://openalex.org/W3166898278","https://openalex.org/W3175906877","https://openalex.org/W3176321665","https://openalex.org/W3179610792","https://openalex.org/W3180391059","https://openalex.org/W3185929652","https://openalex.org/W3199528201","https://openalex.org/W4210583005","https://openalex.org/W4214588288","https://openalex.org/W4223501682","https://openalex.org/W4226185970","https://openalex.org/W4288062046","https://openalex.org/W4312402191","https://openalex.org/W4320063407","https://openalex.org/W4321020778","https://openalex.org/W4321231565","https://openalex.org/W4376127652"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2795495259","https://openalex.org/W3028531746","https://openalex.org/W2759481820","https://openalex.org/W4251333111","https://openalex.org/W3122792572","https://openalex.org/W2888671135","https://openalex.org/W4362657427"],"abstract_inverted_index":{"This":[0],"paper":[1,65,80,137],"delves":[2],"into":[3],"the":[4,64,67,79,82,131,151,164,176],"challenging":[5,182],"task":[6],"of":[7,69,84,99,133,154],"selfie":[8,155],"vs":[9,156],"ID":[10,24,157,178],"face":[11,27,31,89,147],"verification":[12,28,90,148],"which":[13],"involves":[14],"matching":[15],"high-resolution":[16],"selfies":[17,174],"with":[18,36,175],"low-resolution":[19],"faces":[20],"extracted":[21],"from":[22,119],"scanned":[23],"documents.":[25],"Existing":[26],"models":[29,91],"often":[30],"performance":[32,166],"degradation":[33,49],"when":[34],"confronted":[35],"this":[37,59,94,136],"task,":[38],"mainly":[39],"due":[40,50],"to":[41,51,109,144,162,171],"disparities":[42],"in":[43,55,150],"data":[44,86,101],"distributions,":[45],"such":[46],"as":[47,102],"age-difference,":[48],"scanning,":[52],"and":[53,61,73,112,115,130,167],"difference":[54],"appearance.":[56],"To":[57],"address":[58],"issue":[60],"enhance":[62,168],"performance,":[63],"explores":[66],"implementation":[68],"facial":[70,127],"quality":[71,128],"assessment":[72],"hard-pair":[74],"mining":[75],"techniques.":[76],"In":[77],"addition,":[78],"investigates":[81],"potential":[83],"synthetic":[85,100,134],"for":[87,93],"training":[88,105],"tailored":[92],"specific":[95],"task.":[96],"The":[97,159],"integration":[98],"an":[103],"alternative":[104],"source":[106],"is":[107,161],"explored":[108],"improve":[110],"robustness":[111],"overcome":[113],"legal":[114],"privacy":[116],"concerns":[117],"arising":[118],"authentic":[120],"datasets.":[121],"By":[122],"combining":[123],"hard":[124],"pair":[125],"mining,":[126],"assessment,":[129],"utilization":[132],"data,":[135],"presents":[138],"a":[139],"comprehensive":[140],"framework":[141],"that":[142],"aims":[143],"achieve":[145],"improved":[146],"results":[149],"complex":[152],"scenario":[153],"matching.":[158],"goal":[160],"optimize":[163],"models\u2019":[165],"their":[169],"ability":[170],"accurately":[172],"match":[173],"corresponding":[177],"images,":[179],"even":[180],"under":[181],"conditions.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}