{"id":"https://openalex.org/W4417033223","doi":"https://doi.org/10.1049/sfw2/7879383","title":"Adaptive Multi\u2010Lens Phase Modulation for Scale\u2010Aware Privacy\u2010Preserving Human Pose Recognition","display_name":"Adaptive Multi\u2010Lens Phase Modulation for Scale\u2010Aware Privacy\u2010Preserving Human Pose Recognition","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4417033223","doi":"https://doi.org/10.1049/sfw2/7879383"},"language":"en","primary_location":{"id":"doi:10.1049/sfw2/7879383","is_oa":true,"landing_page_url":"https://doi.org/10.1049/sfw2/7879383","pdf_url":null,"source":{"id":"https://openalex.org/S164201770","display_name":"IET Software","issn_l":"1751-8806","issn":["1751-8806","1751-8814"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IET Software","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1049/sfw2/7879383","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052138365","display_name":"Weilong Peng","orcid":"https://orcid.org/0000-0001-5820-889X"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weilong Peng","raw_affiliation_strings":["School of Computer Science and Cyber Engineering ,  Guangzhou University ,  Guangzhou ,  China , gzhu.edu.cn"],"raw_orcid":"https://orcid.org/0000-0001-5820-889X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Cyber Engineering ,  Guangzhou University ,  Guangzhou ,  China , gzhu.edu.cn","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029865929","display_name":"Quanwei Deng","orcid":"https://orcid.org/0009-0007-9790-694X"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quanwei Deng","raw_affiliation_strings":["School of Computer Science and Cyber Engineering ,  Guangzhou University ,  Guangzhou ,  China , gzhu.edu.cn"],"raw_orcid":"https://orcid.org/0009-0007-9790-694X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Cyber Engineering ,  Guangzhou University ,  Guangzhou ,  China , gzhu.edu.cn","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100416269","display_name":"Mingjie Li","orcid":"https://orcid.org/0000-0003-3565-1180"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingjie Li","raw_affiliation_strings":["School of Computer Science and Cyber Engineering ,  Guangzhou University ,  Guangzhou ,  China , gzhu.edu.cn"],"raw_orcid":"https://orcid.org/0000-0003-3565-1180","affiliations":[{"raw_affiliation_string":"School of Computer Science and Cyber Engineering ,  Guangzhou University ,  Guangzhou ,  China , gzhu.edu.cn","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012931252","display_name":"Yangtao Wang","orcid":"https://orcid.org/0000-0003-4605-9270"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangtao Wang","raw_affiliation_strings":["School of Computer Science and Cyber Engineering ,  Guangzhou University ,  Guangzhou ,  China , gzhu.edu.cn"],"raw_orcid":"https://orcid.org/0000-0003-4605-9270","affiliations":[{"raw_affiliation_string":"School of Computer Science and Cyber Engineering ,  Guangzhou University ,  Guangzhou ,  China , gzhu.edu.cn","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100322845","display_name":"Yan Wang","orcid":"https://orcid.org/0000-0002-9462-3983"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Wang","raw_affiliation_strings":["School of Computer Science and Cyber Engineering ,  Guangzhou University ,  Guangzhou ,  China , gzhu.edu.cn"],"raw_orcid":"https://orcid.org/0000-0002-9462-3983","affiliations":[{"raw_affiliation_string":"School of Computer Science and Cyber Engineering ,  Guangzhou University ,  Guangzhou ,  China , gzhu.edu.cn","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037957923","display_name":"Lisheng Fan","orcid":"https://orcid.org/0000-0002-9783-1366"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lisheng Fan","raw_affiliation_strings":["School of Computer Science and Cyber Engineering ,  Guangzhou University ,  Guangzhou ,  China , gzhu.edu.cn"],"raw_orcid":"https://orcid.org/0000-0002-9783-1366","affiliations":[{"raw_affiliation_string":"School of Computer Science and Cyber Engineering ,  Guangzhou University ,  Guangzhou ,  China , gzhu.edu.cn","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008474096","display_name":"Zhaoyang Yu","orcid":"https://orcid.org/0000-0002-8928-6812"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhaoyang Yu","raw_affiliation_strings":["Health Science Center ,  Jinan University ,  Guangzhou ,  China , jnu.edu.cn"],"raw_orcid":"https://orcid.org/0000-0002-8928-6812","affiliations":[{"raw_affiliation_string":"Health Science Center ,  Jinan University ,  Guangzhou ,  China , jnu.edu.cn","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073389511","display_name":"Meie Fang","orcid":"https://orcid.org/0000-0003-4292-8889"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]},{"id":"https://openalex.org/I4210145820","display_name":"Guangzhou Metro Group (China)","ror":"https://ror.org/04gfyef21","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210145820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meie Fang","raw_affiliation_strings":["Metaverse Research Institute ,  Guangzhou University ,  Guangzhou ,  China , gzhu.edu.cn","School of Computer Science and Cyber Engineering ,  Guangzhou University ,  Guangzhou ,  China , gzhu.edu.cn"],"raw_orcid":"https://orcid.org/0000-0003-4292-8889","affiliations":[{"raw_affiliation_string":"Metaverse Research Institute ,  Guangzhou University ,  Guangzhou ,  China , gzhu.edu.cn","institution_ids":["https://openalex.org/I37987034","https://openalex.org/I4210145820"]},{"raw_affiliation_string":"School of Computer Science and Cyber Engineering ,  Guangzhou University ,  Guangzhou ,  China , gzhu.edu.cn","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008474096","https://openalex.org/A5100416269"],"corresponding_institution_ids":["https://openalex.org/I159948400","https://openalex.org/I37987034"],"apc_list":{"value":2000,"currency":"EUR","value_usd":2200},"apc_paid":{"value":2000,"currency":"EUR","value_usd":2200},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25413223,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2025","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11996","display_name":"Random lasers and scattering media","score":0.24889999628067017,"subfield":{"id":"https://openalex.org/subfields/3102","display_name":"Acoustics and Ultrasonics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11996","display_name":"Random lasers and scattering media","score":0.24889999628067017,"subfield":{"id":"https://openalex.org/subfields/3102","display_name":"Acoustics and Ultrasonics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.2021999955177307,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11408","display_name":"Advanced Optical Imaging Technologies","score":0.09880000352859497,"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/pose","display_name":"Pose","score":0.5289000272750854},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47200000286102295},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4472000002861023},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4162999987602234},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41530001163482666},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.4097000062465668},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.3991999924182892},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.39410001039505005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8101999759674072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.708899974822998},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6116999983787537},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.5289000272750854},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47200000286102295},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4472000002861023},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4162999987602234},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41530001163482666},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.4097000062465668},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.3991999924182892},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.39410001039505005},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.3878999948501587},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.34619998931884766},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.33079999685287476},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.3301999866962433},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3206000030040741},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.2775999903678894},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2662000060081482}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1049/sfw2/7879383","is_oa":true,"landing_page_url":"https://doi.org/10.1049/sfw2/7879383","pdf_url":null,"source":{"id":"https://openalex.org/S164201770","display_name":"IET Software","issn_l":"1751-8806","issn":["1751-8806","1751-8814"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IET Software","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1049/sfw2/7879383","is_oa":true,"landing_page_url":"https://doi.org/10.1049/sfw2/7879383","pdf_url":null,"source":{"id":"https://openalex.org/S164201770","display_name":"IET Software","issn_l":"1751-8806","issn":["1751-8806","1751-8814"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IET Software","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1390665736","display_name":null,"funder_award_id":"62302110","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1984816127","display_name":null,"funder_award_id":"2024A1515011996","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G4129254258","display_name":null,"funder_award_id":"SL2023A03J00284","funder_id":"https://openalex.org/F4320334898","funder_display_name":"Guangzhou Science and Technology Program key projects"},{"id":"https://openalex.org/G602854899","display_name":null,"funder_award_id":"GD22TWCXGC15","funder_id":"https://openalex.org/F4320328715","funder_display_name":"Guangzhou University"},{"id":"https://openalex.org/G7761647196","display_name":null,"funder_award_id":"2025A1515012807","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G8845347058","display_name":null,"funder_award_id":"2024A1515012064","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320328715","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06"},{"id":"https://openalex.org/F4320334898","display_name":"Guangzhou Science and Technology Program key projects","ror":"https://ror.org/00tjzgn92"},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1948059718","https://openalex.org/W1977025844","https://openalex.org/W1994529670","https://openalex.org/W2046589395","https://openalex.org/W2049579184","https://openalex.org/W2097151019","https://openalex.org/W2113325037","https://openalex.org/W2121729750","https://openalex.org/W2128271252","https://openalex.org/W2244592316","https://openalex.org/W2404498690","https://openalex.org/W2475287302","https://openalex.org/W2515770085","https://openalex.org/W2526578496","https://openalex.org/W2559085405","https://openalex.org/W2560535660","https://openalex.org/W2560797154","https://openalex.org/W2578797046","https://openalex.org/W2663800299","https://openalex.org/W2735334413","https://openalex.org/W2741549564","https://openalex.org/W2743671162","https://openalex.org/W2746416264","https://openalex.org/W2759748774","https://openalex.org/W2765811365","https://openalex.org/W2769575562","https://openalex.org/W2794572859","https://openalex.org/W2798922769","https://openalex.org/W2809900749","https://openalex.org/W2887566712","https://openalex.org/W2898190873","https://openalex.org/W2916119524","https://openalex.org/W2916798096","https://openalex.org/W2924949917","https://openalex.org/W2962730651","https://openalex.org/W2963402313","https://openalex.org/W2963468256","https://openalex.org/W2972808355","https://openalex.org/W2976715267","https://openalex.org/W2982340830","https://openalex.org/W2991172647","https://openalex.org/W3004407381","https://openalex.org/W3014641072","https://openalex.org/W3034683395","https://openalex.org/W3083918922","https://openalex.org/W3096831136","https://openalex.org/W3100133897","https://openalex.org/W3131941118","https://openalex.org/W3201623580","https://openalex.org/W3203180037","https://openalex.org/W3205312502","https://openalex.org/W3208549483","https://openalex.org/W3209765350","https://openalex.org/W4308306418","https://openalex.org/W4360999810","https://openalex.org/W4389355770","https://openalex.org/W4390044316","https://openalex.org/W4391892559","https://openalex.org/W4391935952","https://openalex.org/W4392207763","https://openalex.org/W4399319473","https://openalex.org/W4400409839","https://openalex.org/W4401875096","https://openalex.org/W4403976977","https://openalex.org/W4404406110","https://openalex.org/W4409262264","https://openalex.org/W4409263862"],"related_works":[],"abstract_inverted_index":{"Recently,":[0],"optical":[1,49,56],"privacy":[2,13,27,157],"protection":[3,158],"has":[4],"emerged":[5],"as":[6],"a":[7,24,46,54,60,72,77,83,125,153],"promising":[8],"approach":[9],"for":[10],"safeguarding":[11],"visual":[12],"at":[14],"the":[15,105,111,149],"physical":[16],"acquisition":[17],"stage.":[18],"However,":[19],"existing":[20],"methods":[21],"often":[22],"face":[23],"trade\u2010off":[25],"between":[26,156],"strength":[28],"and":[29,37,144,159,165],"human":[30,61],"pose":[31,62,138,160],"recognition":[32,63],"accuracy,":[33],"particularly":[34],"in":[35,71,119],"long\u2010range":[36],"multi\u2010scale":[38],"scenarios.":[39],"To":[40],"address":[41],"this":[42],"challenge,":[43],"we":[44,123],"propose":[45],"novel":[47],"adaptive":[48],"privacy\u2010preserving":[50],"framework":[51],"that":[52,129,148],"integrates":[53],"learnable":[55],"modulation":[57],"system":[58],"with":[59],"network.":[64],"The":[65],"core":[66],"of":[67,86,113],"our":[68],"method":[69,151],"lies":[70],"sparse\u2010weighted":[73],"multi\u2010lens":[74],"model,":[75],"where":[76],"lightweight":[78],"multilayer":[79],"perceptron":[80],"(MLP)":[81],"predicts":[82],"sparse":[84],"set":[85],"coefficients":[87],"to":[88,116],"linearly":[89],"combine":[90],"predefined":[91],"lens":[92],"phase":[93],"profiles":[94],"based":[95],"on":[96,142],"facial":[97,132],"region":[98],"geometry.":[99],"This":[100],"enables":[101],"dynamic":[102],"control":[103],"over":[104],"point":[106],"spread":[107],"function":[108,128],"(PSF),":[109],"adapting":[110],"degree":[112],"image":[114],"degradation":[115],"subject":[117],"scale":[118],"real":[120],"time.":[121],"Additionally,":[122],"introduce":[124],"privacy\u2010aware":[126],"loss":[127],"selectively":[130],"reduces":[131],"localization":[133],"accuracy":[134],"while":[135],"preserving":[136],"body":[137],"information.":[139],"Extensive":[140],"experiments":[141],"MSCOCO":[143],"FLIC":[145],"datasets":[146],"demonstrate":[147],"proposed":[150],"achieves":[152],"favorable":[154],"balance":[155],"estimation,":[161],"outperforming":[162],"previous":[163],"optical\u2010":[164],"software\u2010based":[166],"baselines.":[167]},"counts_by_year":[],"updated_date":"2026-06-14T06:11:07.267592","created_date":"2025-12-05T00:00:00"}
