{"id":"https://openalex.org/W4402915808","doi":"https://doi.org/10.1109/icip51287.2024.10648100","title":"Highly Constrained Coded Aperture Imaging Systems Design Via a Knowledge Distillation Approach","display_name":"Highly Constrained Coded Aperture Imaging Systems Design Via a Knowledge Distillation Approach","publication_year":2024,"publication_date":"2024-09-27","ids":{"openalex":"https://openalex.org/W4402915808","doi":"https://doi.org/10.1109/icip51287.2024.10648100"},"language":"en","primary_location":{"id":"doi:10.1109/icip51287.2024.10648100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip51287.2024.10648100","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":"conference-paper","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/A5093314067","display_name":"Le\u00f3n Su\u00e1rez-Rodr\u00edguez","orcid":null},"institutions":[{"id":"https://openalex.org/I115684694","display_name":"Industrial University of Santander","ror":"https://ror.org/00xc1d948","country_code":"CO","type":"education","lineage":["https://openalex.org/I115684694"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Leon Suarez-Rodriguez","raw_affiliation_strings":["Universidad Industrial de Santander"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Industrial de Santander","institution_ids":["https://openalex.org/I115684694"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040298241","display_name":"Rom\u00e1n J\u00e1come","orcid":"https://orcid.org/0000-0002-3621-0275"},"institutions":[{"id":"https://openalex.org/I115684694","display_name":"Industrial University of Santander","ror":"https://ror.org/00xc1d948","country_code":"CO","type":"education","lineage":["https://openalex.org/I115684694"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Roman Jacome","raw_affiliation_strings":["Universidad Industrial de Santander"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Industrial de Santander","institution_ids":["https://openalex.org/I115684694"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081714132","display_name":"Henry Arg\u00fcello","orcid":"https://orcid.org/0000-0002-2202-253X"},"institutions":[{"id":"https://openalex.org/I115684694","display_name":"Industrial University of Santander","ror":"https://ror.org/00xc1d948","country_code":"CO","type":"education","lineage":["https://openalex.org/I115684694"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Henry Arguello","raw_affiliation_strings":["Universidad Industrial de Santander"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Industrial de Santander","institution_ids":["https://openalex.org/I115684694"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I115684694"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3993","last_page":"3999"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11325","display_name":"Inertial Sensor and Navigation","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T11325","display_name":"Inertial Sensor and Navigation","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10369","display_name":"Advanced MEMS and NEMS Technologies","score":0.9695000052452087,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11946","display_name":"Antenna Design and Optimization","score":0.944100022315979,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.681893527507782},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.6159502267837524},{"id":"https://openalex.org/keywords/coded-aperture","display_name":"Coded aperture","score":0.4326167106628418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3521132469177246},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.1195620596408844}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.681893527507782},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.6159502267837524},{"id":"https://openalex.org/C2779464207","wikidata":"https://www.wikidata.org/wiki/Q4226196","display_name":"Coded aperture","level":3,"score":0.4326167106628418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3521132469177246},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1195620596408844},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip51287.2024.10648100","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip51287.2024.10648100","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":[{"id":"https://openalex.org/F4320325610","display_name":"Universidad Industrial de Santander","ror":"https://ror.org/00xc1d948"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2079319869","https://openalex.org/W2118286367","https://openalex.org/W2122548617","https://openalex.org/W2407386500","https://openalex.org/W2475910101","https://openalex.org/W2798559986","https://openalex.org/W2891364229","https://openalex.org/W2946893679","https://openalex.org/W2962708058","https://openalex.org/W2964984565","https://openalex.org/W2986015886","https://openalex.org/W2993861527","https://openalex.org/W2996491727","https://openalex.org/W2997006708","https://openalex.org/W3133902371","https://openalex.org/W3204703845","https://openalex.org/W3209765350","https://openalex.org/W3210899060","https://openalex.org/W4200201939","https://openalex.org/W4226232786","https://openalex.org/W4247043502","https://openalex.org/W4292363360","https://openalex.org/W4292794036","https://openalex.org/W4322490824","https://openalex.org/W4386357267","https://openalex.org/W6693397755","https://openalex.org/W6743688258","https://openalex.org/W6775601913"],"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":{"Computational":[0],"optical":[1,13],"imaging":[2,63],"(COI)":[3],"systems":[4,36,70],"have":[5],"enabled":[6],"the":[7,19,45,57,66,77,93,104,122,140,160,163,171],"acquisition":[8],"of":[9,52,68,95,109,124,136,162,173],"high-dimensional":[10,20],"signals":[11],"through":[12,39,72],"coding":[14],"elements":[15],"(OCEs).":[16],"OCEs":[17,46],"encode":[18],"signal":[21],"in":[22],"one":[23],"or":[24],"more":[25],"snapshots,":[26],"which":[27,107],"are":[28,37,47],"subsequently":[29],"decoded":[30],"using":[31,143],"computational":[32],"algorithms.":[33],"Currently,":[34],"COI":[35,69,99,117,177],"optimized":[38,71],"an":[40],"end-to-end":[41],"(E2E)":[42],"approach,":[43,142],"where":[44,113],"modeled":[48],"as":[49],"a":[50,53,61,87,110,114,125,133,144],"layer":[51],"neural":[54],"network":[55],"and":[56,153],"remaining":[58],"layers":[59],"perform":[60],"specific":[62],"task.":[64],"However,":[65],"performance":[67],"E2E":[73,168],"is":[74],"limited":[75,134],"by":[76,81,132],"physical":[78],"constraints":[79],"imposed":[80],"these":[82],"systems.":[83,100,178],"This":[84,101],"paper":[85],"proposes":[86],"knowledge":[88],"distillation":[89],"(KD)":[90],"framework":[91],"for":[92,151,170],"design":[94],"highly":[96,174],"physically":[97,126,175],"constrained":[98,127,176],"approach":[102],"employs":[103],"KD":[105,164],"methodology,":[106],"consists":[108],"teacher-student":[111],"relationship,":[112],"high-performance,":[115],"unconstrained":[116],"system":[118,128],"(the":[119,129],"teacher),":[120],"guides":[121],"optimization":[123,169],"student)":[130],"characterized":[131],"number":[135],"snapshots.":[137],"We":[138],"validate":[139],"proposed":[141],"binary":[145],"coded":[146],"apertures":[147],"single":[148],"pixel":[149],"camera":[150],"monochromatic":[152],"multispectral":[154],"image":[155],"reconstruction.":[156],"Simulation":[157],"results":[158],"demonstrate":[159],"superiority":[161],"scheme":[165],"over":[166],"traditional":[167],"designing":[172]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
