{"id":"https://openalex.org/W4401612628","doi":"https://doi.org/10.1109/icasspw62465.2024.10627208","title":"Predicting The Spectrum: Deep Adaptive Sensing for Hadamard Single Pixel Spectral Imaging","display_name":"Predicting The Spectrum: Deep Adaptive Sensing for Hadamard Single Pixel Spectral Imaging","publication_year":2024,"publication_date":"2024-04-14","ids":{"openalex":"https://openalex.org/W4401612628","doi":"https://doi.org/10.1109/icasspw62465.2024.10627208"},"language":"en","primary_location":{"id":"doi:10.1109/icasspw62465.2024.10627208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icasspw62465.2024.10627208","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 Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","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/A5007897386","display_name":"Brayan Monroy","orcid":"https://orcid.org/0000-0002-1087-3062"},"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":true,"raw_author_name":"Brayan Monroy","raw_affiliation_strings":["Universidad Industrial de Santander,Department of Computer Science,Bucaramanga,Colombia,680002"],"affiliations":[{"raw_affiliation_string":"Universidad Industrial de Santander,Department of Computer Science,Bucaramanga,Colombia,680002","institution_ids":["https://openalex.org/I115684694"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084685753","display_name":"Jorge Bacca","orcid":"https://orcid.org/0000-0001-5264-7891"},"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":"Jorge Bacca","raw_affiliation_strings":["Universidad Industrial de Santander,Department of Computer Science,Bucaramanga,Colombia,680002"],"affiliations":[{"raw_affiliation_string":"Universidad Industrial de Santander,Department of Computer Science,Bucaramanga,Colombia,680002","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,Department of Computer Science,Bucaramanga,Colombia,680002"],"affiliations":[{"raw_affiliation_string":"Universidad Industrial de Santander,Department of Computer Science,Bucaramanga,Colombia,680002","institution_ids":["https://openalex.org/I115684694"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007897386"],"corresponding_institution_ids":["https://openalex.org/I115684694"],"apc_list":null,"apc_paid":null,"fwci":0.3911,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56664709,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"154","last_page":"158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9817000031471252,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hadamard-transform","display_name":"Hadamard transform","score":0.8117475509643555},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5986495018005371},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5687711238861084},{"id":"https://openalex.org/keywords/spectrum","display_name":"Spectrum (functional analysis)","score":0.5079203248023987},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4176666736602783},{"id":"https://openalex.org/keywords/spectral-imaging","display_name":"Spectral imaging","score":0.4168163537979126},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.30845507979393005},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.242474764585495}],"concepts":[{"id":"https://openalex.org/C60292330","wikidata":"https://www.wikidata.org/wiki/Q1014065","display_name":"Hadamard transform","level":2,"score":0.8117475509643555},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5986495018005371},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5687711238861084},{"id":"https://openalex.org/C156778621","wikidata":"https://www.wikidata.org/wiki/Q1365748","display_name":"Spectrum (functional analysis)","level":2,"score":0.5079203248023987},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4176666736602783},{"id":"https://openalex.org/C3232514","wikidata":"https://www.wikidata.org/wiki/Q7575196","display_name":"Spectral imaging","level":2,"score":0.4168163537979126},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.30845507979393005},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.242474764585495},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icasspw62465.2024.10627208","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icasspw62465.2024.10627208","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 Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5799999833106995}],"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":20,"referenced_works":["https://openalex.org/W2059479071","https://openalex.org/W2122548617","https://openalex.org/W2564877147","https://openalex.org/W2622842312","https://openalex.org/W2731105378","https://openalex.org/W2964194231","https://openalex.org/W2973597127","https://openalex.org/W3004880131","https://openalex.org/W3011995879","https://openalex.org/W3033696893","https://openalex.org/W3082973566","https://openalex.org/W3102611568","https://openalex.org/W3102868135","https://openalex.org/W3209765350","https://openalex.org/W3213402869","https://openalex.org/W4220767752","https://openalex.org/W4225545891","https://openalex.org/W4322490824","https://openalex.org/W4372349772","https://openalex.org/W4385273241"],"related_works":["https://openalex.org/W1982241170","https://openalex.org/W2116282083","https://openalex.org/W2386549147","https://openalex.org/W1978051046","https://openalex.org/W2012411066","https://openalex.org/W4318348492","https://openalex.org/W4385172696","https://openalex.org/W2042072286","https://openalex.org/W1990813772","https://openalex.org/W1970881864"],"abstract_inverted_index":{"The":[0,113],"Hadamard":[1,28,44,111],"Single-Pixel":[2],"Imaging":[3],"(HSPI)":[4],"has":[5],"emerged":[6],"as":[7,24,58],"a":[8,41,64,104,128],"cost-effective":[9],"approach":[10,91],"for":[11,87],"spectral":[12,60],"image":[13,56,61],"acquisition,":[14],"capturing":[15],"inner":[16],"products":[17],"between":[18],"scenes":[19],"and":[20,95],"coded":[21,68,100],"apertures":[22,69],"chosen":[23],"rows":[25],"of":[26,43,67,119],"the":[27,72,109,117],"matrix.":[29],"Current":[30],"strategies":[31],"employ":[32],"ordering":[33,125],"methodologies":[34],"to":[35,131],"reduce":[36],"acquisition":[37,85],"time":[38],"by":[39,81],"selecting":[40],"subset":[42,66],"rows.":[45],"However,":[46],"they":[47],"encounter":[48],"limitations":[49,133],"in":[50,54,108],"fixed":[51,94,136],"sensing,":[52],"particularly":[53],"preserving":[55],"quality,":[57],"each":[59],"may":[62],"have":[63],"unique":[65],"that":[70],"retains":[71],"most":[73],"spatial":[74],"information.":[75],"This":[76],"work":[77],"tackles":[78],"these":[79],"challenges":[80],"introducing":[82],"an":[83],"adaptive":[84,96,121],"protocol":[86,122],"HSPI.":[88],"Our":[89],"two-step":[90],"seamlessly":[92],"integrates":[93],"sensing":[97],"stages,":[98],"optimizing":[99],"aperture":[101],"selection":[102],"through":[103],"binary":[105],"classification":[106],"model":[107],"2D":[110],"spectrum.":[112],"comparative":[114],"analysis":[115],"demonstrates":[116],"superiority":[118],"our":[120],"over":[123],"existing":[124],"methodologies,":[126],"offering":[127],"flexible":[129],"solution":[130],"overcome":[132],"associated":[134],"with":[135],"acquisitions.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
