{"id":"https://openalex.org/W4382047791","doi":"https://doi.org/10.1109/jstsp.2023.3288398","title":"Seg-DGDNet: Segmentation Based Disguise Guided Dropout Network for Low Resolution Face Recognition","display_name":"Seg-DGDNet: Segmentation Based Disguise Guided Dropout Network for Low Resolution Face Recognition","publication_year":2023,"publication_date":"2023-06-26","ids":{"openalex":"https://openalex.org/W4382047791","doi":"https://doi.org/10.1109/jstsp.2023.3288398"},"language":"en","primary_location":{"id":"doi:10.1109/jstsp.2023.3288398","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/jstsp.2023.3288398","pdf_url":null,"source":{"id":"https://openalex.org/S42167783","display_name":"IEEE Journal of Selected Topics in Signal Processing","issn_l":"1932-4553","issn":["1932-4553","1941-0484"],"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 Journal of Selected Topics in Signal Processing","raw_type":"journal-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/A5031707462","display_name":"Muskan Dosi","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":true,"raw_author_name":"Muskan Dosi","raw_affiliation_strings":["Computer Science and Engineering, IIT Jodhpur, Jodhpur, India"],"raw_orcid":"https://orcid.org/0000-0001-7451-3317","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, IIT Jodhpur, Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102905216","display_name":"Chiranjeev Chiranjeev","orcid":"https://orcid.org/0000-0003-3026-1255"},"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":"Chiranjeev Chiranjeev","raw_affiliation_strings":["Computer Science and Engineering, IIT Jodhpur, Jodhpur, India"],"raw_orcid":"https://orcid.org/0000-0003-3026-1255","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, IIT Jodhpur, Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","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":false,"raw_author_name":"Shivang Agarwal","raw_affiliation_strings":["Computer Science and Engineering, IIT Jodhpur, Jodhpur, India"],"raw_orcid":"https://orcid.org/0000-0001-8809-3894","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, IIT Jodhpur, 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":[{"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":"Jyoti Chaudhary","raw_affiliation_strings":["Computer Science and Engineering, IIT Jodhpur, Jodhpur, India"],"raw_orcid":"https://orcid.org/0009-0003-0522-0061","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, IIT Jodhpur, Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041368976","display_name":"Sunny Manchanda","orcid":"https://orcid.org/0009-0009-6605-8065"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sunny Manchanda","raw_affiliation_strings":["DRDO Young Scientist Laboratory - Artificial Intelligence (DYSL-AI), Bangalore, India"],"raw_orcid":"https://orcid.org/0009-0009-6605-8065","affiliations":[{"raw_affiliation_string":"DRDO Young Scientist Laboratory - Artificial Intelligence (DYSL-AI), Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092265027","display_name":"Kavita Balutia","orcid":"https://orcid.org/0009-0002-1843-3069"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kavita Balutia","raw_affiliation_strings":["DRDO Young Scientist Laboratory - Artificial Intelligence (DYSL-AI), Bangalore, India"],"raw_orcid":"https://orcid.org/0009-0002-1843-3069","affiliations":[{"raw_affiliation_string":"DRDO Young Scientist Laboratory - Artificial Intelligence (DYSL-AI), Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092265028","display_name":"Kaushik Bhagwatkar","orcid":"https://orcid.org/0009-0001-7317-1834"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kaushik Bhagwatkar","raw_affiliation_strings":["DRDO Young Scientist Laboratory - Artificial Intelligence (DYSL-AI), Bangalore, India"],"raw_orcid":"https://orcid.org/0009-0001-7317-1834","affiliations":[{"raw_affiliation_string":"DRDO Young Scientist Laboratory - Artificial Intelligence (DYSL-AI), Bangalore, India","institution_ids":[]}]},{"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":["Computer Science and Engineering, IIT Jodhpur, Jodhpur, India"],"raw_orcid":"https://orcid.org/0000-0001-5952-2274","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, IIT Jodhpur, Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"last","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":["Computer Science and Engineering, IIT Jodhpur, Jodhpur, India"],"raw_orcid":"https://orcid.org/0000-0003-4060-4573","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, IIT Jodhpur, Jodhpur, India","institution_ids":["https://openalex.org/I154549908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5031707462"],"corresponding_institution_ids":["https://openalex.org/I154549908"],"apc_list":null,"apc_paid":null,"fwci":1.1775,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.80777061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"17","issue":"6","first_page":"1264","last_page":"1276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9987999796867371,"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":0.9987999796867371,"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/T12301","display_name":"Facial Nerve Paralysis Treatment and Research","score":0.945900022983551,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9190999865531921,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8304005265235901},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8174586892127991},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7210493683815002},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.7072005271911621},{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.7031240463256836},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6406303644180298},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5876805782318115},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.5643819570541382},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.548843502998352},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.5027737617492676},{"id":"https://openalex.org/keywords/low-resolution","display_name":"Low resolution","score":0.48300063610076904},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.46634358167648315},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.44626563787460327},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.2729755640029907},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14941775798797607}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8304005265235901},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8174586892127991},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7210493683815002},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.7072005271911621},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.7031240463256836},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6406303644180298},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5876805782318115},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.5643819570541382},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.548843502998352},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.5027737617492676},{"id":"https://openalex.org/C3019883945","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Low resolution","level":3,"score":0.48300063610076904},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.46634358167648315},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.44626563787460327},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.2729755640029907},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14941775798797607},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"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/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","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/jstsp.2023.3288398","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/jstsp.2023.3288398","pdf_url":null,"source":{"id":"https://openalex.org/S42167783","display_name":"IEEE Journal of Selected Topics in Signal Processing","issn_l":"1932-4553","issn":["1932-4553","1941-0484"],"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 Journal of Selected Topics in Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2005360016","https://openalex.org/W2058392805","https://openalex.org/W2064867150","https://openalex.org/W2079382814","https://openalex.org/W2246715383","https://openalex.org/W2565575913","https://openalex.org/W2790299973","https://openalex.org/W2871667416","https://openalex.org/W2893682050","https://openalex.org/W2963460857","https://openalex.org/W2963881378","https://openalex.org/W2964164433","https://openalex.org/W2969985801","https://openalex.org/W2981408674","https://openalex.org/W2989505547","https://openalex.org/W2995981024","https://openalex.org/W3000996870","https://openalex.org/W3035470592","https://openalex.org/W3037927382","https://openalex.org/W3093367965","https://openalex.org/W3144035815","https://openalex.org/W3170227177","https://openalex.org/W3174166237","https://openalex.org/W3180391059","https://openalex.org/W3186860856","https://openalex.org/W3198134973","https://openalex.org/W3199528201","https://openalex.org/W3204971388","https://openalex.org/W3206993567","https://openalex.org/W3208223756","https://openalex.org/W3211224638","https://openalex.org/W3215778722","https://openalex.org/W3217228024","https://openalex.org/W4205603901","https://openalex.org/W4205712406","https://openalex.org/W4210413324","https://openalex.org/W4210495422","https://openalex.org/W4210596498","https://openalex.org/W4213183289","https://openalex.org/W4225679478","https://openalex.org/W4312402191","https://openalex.org/W4312770831","https://openalex.org/W4313479194","https://openalex.org/W4385976119","https://openalex.org/W6601425427","https://openalex.org/W6696879442","https://openalex.org/W6714138976","https://openalex.org/W6754484989"],"related_works":["https://openalex.org/W3082178636","https://openalex.org/W2076845124","https://openalex.org/W2183964146","https://openalex.org/W1521968289","https://openalex.org/W2062586268","https://openalex.org/W1978502011","https://openalex.org/W2386244137","https://openalex.org/W2907949889","https://openalex.org/W2109002610","https://openalex.org/W3083834739"],"abstract_inverted_index":{"Face":[0],"recognition":[1,125,169],"models":[2,120,170],"often":[3],"encounter":[4],"challenges":[5],"while":[6],"recognizing":[7],"partially":[8],"occluded":[9,44,91],"faces.":[10],"Disguise":[11,83],"can":[12],"be":[13],"manifested":[14],"intentionally":[15],"to":[16,41,88,127],"impersonate":[17],"someone":[18],"or":[19,71],"unintentionally":[20],"when":[21,64],"the":[22,43,47,52,56,65,90,111,115,124,134,137,144],"subject":[23,36],"wears":[24],"artifacts":[25,155],"such":[26,156],"as":[27,157],"sunglasses,":[28],"masks,":[29],"hats,":[30],"and":[31,50,94,121,160,183],"caps.":[32],"To":[33],"identify":[34,89],"a":[35,74,79,96,172],"accurately,":[37],"it":[38],"is":[39,61,68,147],"essential":[40],"discard":[42],"regions":[45],"of":[46,136,143,181],"subject's":[48,116],"face":[49,117,152,168],"use":[51],"features":[53,93,132],"extracted":[54],"from":[55],"visible":[57,130],"regions.":[58],"The":[59,102,141,162],"problem":[60],"further":[62],"exacerbated":[63],"input":[66],"image":[67],"low":[69],"resolution":[70],"captured":[72],"at":[73],"distance.":[75],"This":[76],"article":[77],"proposes":[78],"novel":[80],"Segmentation":[81],"based":[82],"Guided":[84],"Dropout":[85],"Network":[86],"(Seg-DGDNet)":[87],"facial":[92,131,158],"recognize":[95],"person":[97],"by":[98,171],"non-occluded":[99,112],"biometric":[100],"features.":[101],"proposed":[103,138,145,163],"Seg-DGDNet":[104],"has":[105],"two":[106],"primary":[107],"tasks:":[108],"1)":[109],"identifying":[110],"pixels":[113],"in":[114],"using":[118],"segmentation":[119],"2)":[122],"guiding":[123],"model":[126,146,164],"concentrate":[128],"on":[129,149,175],"with":[133,154,178],"help":[135],"guided":[139],"dropout.":[140],"performance":[142],"evaluated":[148],"three":[150],"disguised":[151],"datasets":[153,177],"masks":[159],"sunglasses.":[161],"outperforms":[165],"existing":[166],"state-of-the-art":[167],"significant":[173],"margin":[174],"different":[176],"various":[179],"levels":[180],"disguise":[182],"resolutions.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}