{"id":"https://openalex.org/W4410359307","doi":"https://doi.org/10.1109/tcad.2025.3570135","title":"Denoise on Sensor: A Near-Sensor Compute-in-Memory Macro for Visual Perception Denoising via Concatnation-Eliminating","display_name":"Denoise on Sensor: A Near-Sensor Compute-in-Memory Macro for Visual Perception Denoising via Concatnation-Eliminating","publication_year":2025,"publication_date":"2025-05-14","ids":{"openalex":"https://openalex.org/W4410359307","doi":"https://doi.org/10.1109/tcad.2025.3570135"},"language":"en","primary_location":{"id":"doi:10.1109/tcad.2025.3570135","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2025.3570135","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"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 Transactions on Computer-Aided Design of Integrated Circuits and Systems","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":null,"display_name":"Aolin You","orcid":"https://orcid.org/0009-0009-0253-6080"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aolin You","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0009-0253-6080","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076552386","display_name":"Erxiang Ren","orcid":"https://orcid.org/0009-0003-2459-4333"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Erxiang Ren","raw_affiliation_strings":["School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-2459-4333","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Daniel Zheng Fang","orcid":"https://orcid.org/0009-0001-7393-6358"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daniel Zheng Fang","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0001-7393-6358","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102020582","display_name":"Cheng Qu","orcid":"https://orcid.org/0000-0002-1948-3773"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Qu","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102883930","display_name":"Li Luo","orcid":"https://orcid.org/0000-0001-5519-3143"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Luo","raw_affiliation_strings":["School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5519-3143","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100637328","display_name":"Hongwei Guo","orcid":"https://orcid.org/0000-0003-2243-1250"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]},{"id":"https://openalex.org/I4210100005","display_name":"Silicon Technologies (United States)","ror":"https://ror.org/013qwzt07","country_code":"US","type":"company","lineage":["https://openalex.org/I4210100005"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Hongwei Guo","raw_affiliation_strings":["Department of Hisilicon, Huawei Technologies Company Ltd., Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hisilicon, Huawei Technologies Company Ltd., Shanghai, China","institution_ids":["https://openalex.org/I4210100005","https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075311656","display_name":"Qi Wei","orcid":"https://orcid.org/0000-0003-3189-7562"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Wei","raw_affiliation_strings":["Department of Precision Instrument, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3189-7562","affiliations":[{"raw_affiliation_string":"Department of Precision Instrument, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006520303","display_name":"Xin-Jun Liu","orcid":"https://orcid.org/0000-0001-8252-8367"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinjun Liu","raw_affiliation_strings":["Department of Mechanical Engineering, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8252-8367","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063901096","display_name":"Fei Qiao","orcid":"https://orcid.org/0000-0002-5054-9590"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Qiao","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5054-9590","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5352,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65798132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"44","issue":"12","first_page":"4524","last_page":"4537"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.989799976348877,"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"}},"topics":[{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.989799976348877,"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/T10320","display_name":"Neural Networks and Applications","score":0.9574999809265137,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9341999888420105,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6442989706993103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6200101971626282},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6055302619934082},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5980953574180603},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.5683072805404663},{"id":"https://openalex.org/keywords/visual-memory","display_name":"Visual memory","score":0.46384695172309875},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.460421085357666},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3755783140659332},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2852482795715332},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.13111591339111328},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.0979529321193695}],"concepts":[{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6442989706993103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6200101971626282},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6055302619934082},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5980953574180603},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.5683072805404663},{"id":"https://openalex.org/C178278151","wikidata":"https://www.wikidata.org/wiki/Q7936607","display_name":"Visual memory","level":3,"score":0.46384695172309875},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.460421085357666},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3755783140659332},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2852482795715332},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.13111591339111328},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0979529321193695},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcad.2025.3570135","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2025.3570135","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"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 Transactions on Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G3637174182","display_name":null,"funder_award_id":"62334006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7480401652","display_name":null,"funder_award_id":"92164203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329777","display_name":"Beijing National Research Center For Information Science And Technology","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1484539719","https://openalex.org/W1791560514","https://openalex.org/W1901129140","https://openalex.org/W1999085092","https://openalex.org/W2048695508","https://openalex.org/W2056370875","https://openalex.org/W2071005004","https://openalex.org/W2097073572","https://openalex.org/W2097639620","https://openalex.org/W2108598243","https://openalex.org/W2121927366","https://openalex.org/W2194775991","https://openalex.org/W2508457857","https://openalex.org/W2764207251","https://openalex.org/W2790511620","https://openalex.org/W2902857081","https://openalex.org/W2947930026","https://openalex.org/W2963122961","https://openalex.org/W2963686971","https://openalex.org/W2963725279","https://openalex.org/W2964125708","https://openalex.org/W2985577924","https://openalex.org/W3000255543","https://openalex.org/W3015271406","https://openalex.org/W3034902810","https://openalex.org/W3133754064","https://openalex.org/W3174208823","https://openalex.org/W3178192988","https://openalex.org/W4312812783","https://openalex.org/W4360605756","https://openalex.org/W4360605785","https://openalex.org/W4360606196","https://openalex.org/W4360606472","https://openalex.org/W4386057768","https://openalex.org/W4386065632","https://openalex.org/W4387933007","https://openalex.org/W4388838009","https://openalex.org/W4390187730"],"related_works":["https://openalex.org/W2030816003","https://openalex.org/W4239992647","https://openalex.org/W2150013480","https://openalex.org/W1554458299","https://openalex.org/W81423522","https://openalex.org/W1509860481","https://openalex.org/W2488264085","https://openalex.org/W2076325756","https://openalex.org/W4386206750","https://openalex.org/W4238700786"],"abstract_inverted_index":{"Noise":[0],"is":[1],"one":[2],"of":[3,22,27,57,136,169],"the":[4,19,25,55,60,76,80,92,158,166],"most":[5],"common":[6],"and":[7,43,72,139,175,185,191],"significant":[8,67],"factors":[9],"leading":[10],"to":[11,18,79,144,153],"image":[12,62,81],"degradation.":[13],"In":[14,94],"recent":[15],"years,":[16],"due":[17],"rapid":[20],"development":[21],"neural":[23,127],"networks,":[24],"performance":[26],"denoising":[28,37,73,106,155],"algorithms":[29],"has":[30,65],"seen":[31],"a":[32,66,99,122,131],"substantial":[33],"improvement.":[34],"However,":[35],"state-of-the-art":[36],"models":[38,42],"often":[39],"entail":[40],"large-scale":[41],"heavy":[44],"computational":[45],"requirements,":[46],"making":[47,150],"deployment":[48],"challenging.":[49],"Additionally,":[50],"we":[51,97],"have":[52],"observed":[53],"that":[54,165],"location":[56],"denoisers":[58],"in":[59,88,134],"entire":[61],"processing":[63],"pipeline":[64],"impact":[68],"on":[69,108,178,188],"resource":[70],"consumption":[71,142],"effectiveness.":[74],"Deploying":[75],"denoiser":[77],"closer":[78],"acquisition":[82],"stage":[83],"will":[84],"be":[85],"more":[86],"effective":[87],"separating":[89],"noise":[90],"from":[91],"image.":[93],"this":[95],"paper,":[96],"propose":[98],"near-sensor":[100,159],"compute-in-memory":[101],"macro":[102],"for":[103,126],"visual":[104],"perception":[105],"(Denoise":[107],"Sensor,":[109],"DoS)":[110],"along":[111],"with":[112],"its":[113],"corresponding":[114],"Edge":[115],"Denoise":[116],"U-net":[117],"(EDU)":[118],"architecture.":[119],"DoS":[120,170,179],"employs":[121],"mixed-signal":[123],"circuit":[124],"implementation":[125],"network":[128],"inference,":[129],"offering":[130],"notable":[132],"advantage":[133],"terms":[135],"high":[137],"speed":[138],"low":[140],"power":[141],"compared":[143],"FPGA":[145],"or":[146],"GPU":[147],"based":[148],"approaches,":[149],"it":[151],"feasible":[152],"deploy":[154],"tasks":[156],"at":[157],"edge.":[160],"The":[161],"simulation":[162],"results":[163],"show":[164],"energy":[167],"efficiency":[168],"can":[171,180],"reach":[172],"21.98":[173],"TOPS/W,":[174],"EDU":[176],"deployed":[177],"achieve":[181],"around":[182],"30dB":[183],"PSNR":[184],"0.83":[186],"SSIM":[187],"KODAK,":[189],"BSD300":[190],"SET14":[192],"datasets.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
