{"id":"https://openalex.org/W4413887068","doi":"https://doi.org/10.1109/access.2025.3604479","title":"FeatuReBeam: Efficient Beamforming for High-Frame Ultrasound Imaging Using Adaptive Feature Reuse With <i>(m,k)</i>-Guarantee","display_name":"FeatuReBeam: Efficient Beamforming for High-Frame Ultrasound Imaging Using Adaptive Feature Reuse With <i>(m,k)</i>-Guarantee","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413887068","doi":"https://doi.org/10.1109/access.2025.3604479"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3604479","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3604479","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3604479","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092581631","display_name":"Abdul Rahoof","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113248","display_name":"Indian Institute of Technology Palakkad","ror":"https://ror.org/0264cg909","country_code":"IN","type":"facility","lineage":["https://openalex.org/I4210113248"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Abdul Rahoof","raw_affiliation_strings":["Indian Institute of Technology Palakkad (IITPKD), Palakkad, India","Indian Institute of Technology Palakkad (IITPKD), India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Palakkad (IITPKD), Palakkad, India","institution_ids":["https://openalex.org/I4210113248"]},{"raw_affiliation_string":"Indian Institute of Technology Palakkad (IITPKD), India","institution_ids":["https://openalex.org/I4210113248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033371948","display_name":"Vivek Chaturvedi","orcid":"https://orcid.org/0000-0003-1358-0107"},"institutions":[{"id":"https://openalex.org/I4210113248","display_name":"Indian Institute of Technology Palakkad","ror":"https://ror.org/0264cg909","country_code":"IN","type":"facility","lineage":["https://openalex.org/I4210113248"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vivek Chaturvedi","raw_affiliation_strings":["Indian Institute of Technology Palakkad (IITPKD), Palakkad, India","Indian Institute of Technology Palakkad (IITPKD), India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Palakkad (IITPKD), Palakkad, India","institution_ids":["https://openalex.org/I4210113248"]},{"raw_affiliation_string":"Indian Institute of Technology Palakkad (IITPKD), India","institution_ids":["https://openalex.org/I4210113248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004554734","display_name":"Mahesh Raveendranatha Panicker","orcid":"https://orcid.org/0000-0001-5273-0732"},"institutions":[{"id":"https://openalex.org/I168639165","display_name":"Singapore Institute of Technology","ror":"https://ror.org/01v2c2791","country_code":"SG","type":"education","lineage":["https://openalex.org/I168639165"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Mahesh Raveendranatha Panicker","raw_affiliation_strings":["Singapore Institute of Technology (SIT), Punggol Coast Rd, Singapore","Singapore Institute of Technology (SIT), Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore Institute of Technology (SIT), Punggol Coast Rd, Singapore","institution_ids":["https://openalex.org/I168639165"]},{"raw_affiliation_string":"Singapore Institute of Technology (SIT), Singapore","institution_ids":["https://openalex.org/I168639165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005190949","display_name":"Muhammad Shafique","orcid":"https://orcid.org/0000-0002-2607-8135"},"institutions":[{"id":"https://openalex.org/I120250893","display_name":"New York University Abu Dhabi","ror":"https://ror.org/00e5k0821","country_code":"AE","type":"education","lineage":["https://openalex.org/I120250893","https://openalex.org/I57206974"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["AE","US"],"is_corresponding":false,"raw_author_name":"Muhammad Shafique","raw_affiliation_strings":["New York University Abu Dhabi, Abu Dhabi, United Arab Emirates","New York University Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"New York University Abu Dhabi, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I120250893"]},{"raw_affiliation_string":"New York University Abu Dhabi, UAE","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018684814","display_name":"Gang Quan","orcid":"https://orcid.org/0000-0002-1007-4850"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gang Quan","raw_affiliation_strings":["Florida International University, Miami, FL, USA"],"affiliations":[{"raw_affiliation_string":"Florida International University, Miami, FL, USA","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5092581631"],"corresponding_institution_ids":["https://openalex.org/I4210113248"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34198592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"157526","last_page":"157536"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9930999875068665,"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"}},"topics":[{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9930999875068665,"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"}},{"id":"https://openalex.org/T10727","display_name":"Ultrasound Imaging and Elastography","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9408000111579895,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.6998541355133057},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6591411828994751},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.569434404373169},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5176887512207031},{"id":"https://openalex.org/keywords/ultrasonic-imaging","display_name":"Ultrasonic imaging","score":0.5052197575569153},{"id":"https://openalex.org/keywords/ultrasound-imaging","display_name":"Ultrasound imaging","score":0.49928736686706543},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.4523424208164215},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.42577287554740906},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38610997796058655},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3260725736618042},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.2124408483505249},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.18670567870140076},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13826987147331238},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11147722601890564}],"concepts":[{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.6998541355133057},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6591411828994751},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.569434404373169},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5176887512207031},{"id":"https://openalex.org/C2989478337","wikidata":"https://www.wikidata.org/wiki/Q234904","display_name":"Ultrasonic imaging","level":3,"score":0.5052197575569153},{"id":"https://openalex.org/C2986892559","wikidata":"https://www.wikidata.org/wiki/Q234904","display_name":"Ultrasound imaging","level":3,"score":0.49928736686706543},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.4523424208164215},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.42577287554740906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38610997796058655},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3260725736618042},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2124408483505249},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.18670567870140076},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13826987147331238},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11147722601890564},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2025.3604479","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3604479","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9e5130abcea24382934abc9524de4adf","is_oa":true,"landing_page_url":"https://doaj.org/article/9e5130abcea24382934abc9524de4adf","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 157526-157536 (2025)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/30025615","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal contribution"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3604479","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3604479","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W576506256","https://openalex.org/W1919191429","https://openalex.org/W2007633026","https://openalex.org/W2010807412","https://openalex.org/W2120579230","https://openalex.org/W2133665775","https://openalex.org/W2136681510","https://openalex.org/W2140710806","https://openalex.org/W2166591710","https://openalex.org/W2168134754","https://openalex.org/W2289252105","https://openalex.org/W2546974404","https://openalex.org/W2616014673","https://openalex.org/W2732207034","https://openalex.org/W2793950911","https://openalex.org/W2894811292","https://openalex.org/W2965853747","https://openalex.org/W3041245212","https://openalex.org/W3103900778","https://openalex.org/W3134072570","https://openalex.org/W3165645121","https://openalex.org/W3182792026","https://openalex.org/W3184708535","https://openalex.org/W4213156028","https://openalex.org/W4225976926","https://openalex.org/W4248763740","https://openalex.org/W4281625937","https://openalex.org/W4282569289","https://openalex.org/W4401568820"],"related_works":["https://openalex.org/W2423187516","https://openalex.org/W2059907994","https://openalex.org/W2054178107","https://openalex.org/W2012671046","https://openalex.org/W4409154683","https://openalex.org/W1918241480","https://openalex.org/W2162494140","https://openalex.org/W4214838841","https://openalex.org/W2099114210","https://openalex.org/W1975214511"],"abstract_inverted_index":{"Existing":[0],"tissue":[1],"adaptive":[2],"deep":[3],"learning-based":[4],"ultrasound":[5],"image":[6,103,158],"reconstruction":[7],"models":[8],"are":[9],"computationally":[10],"intensive,":[11],"and":[12,71,81,88,122,127,141,156],"achieving":[13,160],"high":[14],"frame":[15],"rates":[16],"particularly":[17],"in":[18,96,151],"the":[19,38,51,62,69,101,108,112,125,146,166],"application":[20],"of":[21,50,107,119,153],"B-mode":[22],"imaging":[23],"on":[24,30,77,111,165],"resource-constrained":[25],"devices":[26],"is":[27],"challenging.":[28],"Based":[29],"a":[31,44,93,162],"traditional":[32],"firm":[33],"guarantee":[34],"real-time":[35],"model,":[36],"i.e.,":[37],"<italic":[39,78,82],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[40,79,83],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">(m,k)</i>-model,":[41],"we":[42],"propose":[43],"methodology":[45,110,148],"that":[46],"can":[47],"take":[48],"advantage":[49],"similarity":[52],"among":[53],"feature":[54,142],"maps":[55],"generated":[56],"by":[57],"continuous":[58],"frames":[59],"to":[60,134],"reduce":[61],"redundant":[63],"computations":[64],"and,":[65],"thus,":[66],"significantly":[67],"improve":[68],"throughput":[70],"energy":[72],"efficiency.":[73],"A":[74],"comprehensive":[75],"evaluation":[76],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">in-vitro</i>":[80],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">in-vivo</i>":[84],"data":[85],"using":[86],"U-Net":[87,126],"GoogLeNet-based":[89],"beamformers":[90],"demonstrated":[91],"over":[92,120,161],"50%":[94],"reduction":[95,155],"computational":[97,154],"complexity":[98],"while":[99],"preserving":[100],"original":[102],"quality.":[104],"The":[105],"implementation":[106],"proposed":[109,147],"Xilinx":[113,167],"ZU7EV":[114,168],"FPGA":[115],"achieved":[116],"latency":[117],"improvement":[118,164],"45%":[121],"46%":[123],"for":[124],"GoogLeNet":[128],"models,":[129],"respectively.":[130],"Additionally,":[131],"when":[132],"compared":[133],"state-of-the-art":[135],"filter":[136,144],"pruning":[137],"approaches,":[138],"including":[139],"magnitude-based":[140],"map-based":[143],"pruning,":[145],"outperformed":[149],"both":[150],"terms":[152],"output":[157],"quality,":[159],"14%":[163],"FPGA.":[169]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
