{"id":"https://openalex.org/W4411142995","doi":"https://doi.org/10.1109/tsmc.2025.3571480","title":"Image Compression for Resource-Constrained AIoT System With Compressed Sensing","display_name":"Image Compression for Resource-Constrained AIoT System With Compressed Sensing","publication_year":2025,"publication_date":"2025-06-09","ids":{"openalex":"https://openalex.org/W4411142995","doi":"https://doi.org/10.1109/tsmc.2025.3571480"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2025.3571480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2025.3571480","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: 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":"https://openalex.org/A5100427338","display_name":"Bin Chen","orcid":"https://orcid.org/0000-0002-4798-230X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Chen","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies, Shenzhen, China","Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies and also with the Harbin Institute of Technology, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-4798-230X","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies, Shenzhen, China","institution_ids":[]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies and also with the Harbin Institute of Technology, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070032815","display_name":"Yujun Huang","orcid":"https://orcid.org/0000-0002-2763-6776"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]},{"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":"Yujun Huang","raw_affiliation_strings":["Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I4210114105","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019692903","display_name":"Han Qiu","orcid":"https://orcid.org/0000-0003-2678-8070"},"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":"Han Qiu","raw_affiliation_strings":["Institute for Network Sciences and Cyberspace, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China","Beijing National Research Center for Information Science and Technology, Institute for Network Sciences and Cyberspace, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2678-8070","affiliations":[{"raw_affiliation_string":"Institute for Network Sciences and Cyberspace, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Institute for Network Sciences and Cyberspace, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034104790","display_name":"Shu\u2010Tao Xia","orcid":"https://orcid.org/0000-0002-8639-982X"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]},{"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":"Shu-Tao Xia","raw_affiliation_strings":["Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-8639-982X","affiliations":[{"raw_affiliation_string":"Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I4210114105","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015217121","display_name":"Fei Wei","orcid":"https://orcid.org/0000-0001-5693-4548"},"institutions":[{"id":"https://openalex.org/I130480701","display_name":"Dongbei University of Finance and Economics","ror":"https://ror.org/05db1pj03","country_code":"CN","type":"education","lineage":["https://openalex.org/I130480701"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Fei","raw_affiliation_strings":["School of Economics, Dongbei University of Finance and Economics, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0001-5693-4548","affiliations":[{"raw_affiliation_string":"School of Economics, Dongbei University of Finance and Economics, Dalian, China","institution_ids":["https://openalex.org/I130480701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100328995","display_name":"Xuan Wang","orcid":"https://orcid.org/0000-0002-3512-0649"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuan Wang","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies, Shenzhen, China","Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies and also with the Harbin Institute of Technology, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-3512-0649","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies, Shenzhen, China","institution_ids":[]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies and also with the Harbin Institute of Technology, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083330935","display_name":"Meikang Qiu","orcid":"https://orcid.org/0000-0002-1004-0140"},"institutions":[{"id":"https://openalex.org/I125467818","display_name":"Dakota State University","ror":"https://ror.org/016yv6y68","country_code":"US","type":"education","lineage":["https://openalex.org/I125467818"]},{"id":"https://openalex.org/I25041050","display_name":"Augusta University","ror":"https://ror.org/012mef835","country_code":"US","type":"education","lineage":["https://openalex.org/I25041050"]},{"id":"https://openalex.org/I4210087454","display_name":"Augusta University Health","ror":"https://ror.org/007rawr89","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meikang Qiu","raw_affiliation_strings":["College of Computer and Cyber Science, Augusta University, Augusta, GA, USA","Beacom College of Computer and Cyber Science, Dakota State University, Madison, SD, USA"],"raw_orcid":"https://orcid.org/0000-0002-1004-0140","affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Science, Augusta University, Augusta, GA, USA","institution_ids":["https://openalex.org/I25041050","https://openalex.org/I4210087454"]},{"raw_affiliation_string":"Beacom College of Computer and Cyber Science, Dakota State University, Madison, SD, USA","institution_ids":["https://openalex.org/I125467818"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7655,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70820679,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"55","issue":"8","first_page":"5464","last_page":"5476"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.7753999829292297,"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"}},"topics":[{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.7753999829292297,"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"}},{"id":"https://openalex.org/T11429","display_name":"Semiconductor Lasers and Optical Devices","score":0.6844000220298767,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.6388999819755554,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.6102520823478699},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5877125263214111},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5057909488677979},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4575970768928528},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.4416906535625458},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.43190357089042664},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4311039447784424},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2868303060531616},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.1731468141078949}],"concepts":[{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.6102520823478699},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5877125263214111},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5057909488677979},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4575970768928528},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.4416906535625458},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.43190357089042664},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4311039447784424},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2868303060531616},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.1731468141078949},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2025.3571480","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2025.3571480","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"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 Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2802018518","display_name":null,"funder_award_id":"62171248","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6595704328","display_name":null,"funder_award_id":"62301189","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6881610054","display_name":null,"funder_award_id":"2022B1212010005","funder_id":"https://openalex.org/F4320329841","funder_display_name":"Guangdong Provincial Key Laboratory of Construction Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329841","display_name":"Guangdong Provincial Key Laboratory of Construction Foundation","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1580389772","https://openalex.org/W1990742913","https://openalex.org/W2024165284","https://openalex.org/W2031614119","https://openalex.org/W2100556411","https://openalex.org/W2129812098","https://openalex.org/W2135469284","https://openalex.org/W2140196014","https://openalex.org/W2293078015","https://openalex.org/W2343448572","https://openalex.org/W2488097972","https://openalex.org/W2508388616","https://openalex.org/W2552465432","https://openalex.org/W2610623618","https://openalex.org/W2785562966","https://openalex.org/W2800105997","https://openalex.org/W2901133594","https://openalex.org/W2945467354","https://openalex.org/W2949212852","https://openalex.org/W2963081547","https://openalex.org/W2969260367","https://openalex.org/W2978725006","https://openalex.org/W2979332426","https://openalex.org/W2980149757","https://openalex.org/W2999283151","https://openalex.org/W3009991223","https://openalex.org/W3018622322","https://openalex.org/W3036851434","https://openalex.org/W3045131431","https://openalex.org/W3082548248","https://openalex.org/W3102451820","https://openalex.org/W3113050802","https://openalex.org/W3117482727","https://openalex.org/W3140060010","https://openalex.org/W3166791908","https://openalex.org/W3176103974","https://openalex.org/W3180854701","https://openalex.org/W3197256000","https://openalex.org/W3205687405","https://openalex.org/W3209814877","https://openalex.org/W3212245772","https://openalex.org/W3216866494","https://openalex.org/W4206175303","https://openalex.org/W4225619305","https://openalex.org/W4292230951","https://openalex.org/W4293025043","https://openalex.org/W4300263211","https://openalex.org/W4362610096","https://openalex.org/W4385732932","https://openalex.org/W4388538836","https://openalex.org/W4390589765","https://openalex.org/W4400645041","https://openalex.org/W6745499037","https://openalex.org/W6755140414","https://openalex.org/W6761438789"],"related_works":["https://openalex.org/W2755342338","https://openalex.org/W2779427294","https://openalex.org/W2775347418","https://openalex.org/W2625805835","https://openalex.org/W2079911747","https://openalex.org/W3116076068","https://openalex.org/W3003936178","https://openalex.org/W2145652935","https://openalex.org/W2563206327","https://openalex.org/W2069885731"],"abstract_inverted_index":{"In":[0,150],"today\u2019s":[1],"big":[2],"data":[3,19],"era,":[4],"a":[5,70,86,129,152,182,192],"key":[6],"requirement":[7],"is":[8,37,156],"to":[9,73,110,144,167],"implement":[10],"intelligent":[11],"semantic":[12,52,94,106,120,172,176,186,198],"analysis":[13,173,177],"(such":[14],"as":[15],"image":[16,48,95,136,142,169],"recognition)":[17],"on":[18,63,134],"gathered":[20],"from":[21],"an":[22,60,224],"extensive":[23],"array":[24],"of":[25,35,59,65,114,206],"smart":[26],"devices":[27,68],"in":[28,46,194,223],"Artificial":[29],"Intelligence":[30],"IoT":[31,115],"(AIoT)":[32],"scenarios,":[33],"all":[34],"which":[36,139],"processed":[38],"at":[39,164],"central":[40],"cloud":[41],"service":[42],"providers.":[43],"Recent":[44],"advancements":[45],"deep-learning-based":[47],"compression":[49,53,96,107,121],"have":[50],"fostered":[51],"between":[54],"machines.":[55],"However,":[56],"the":[57,112,160,165,204,207,211],"deployment":[58],"overparameterized":[61],"encoder":[62,132,162],"Internet":[64],"Things":[66],"(IoT)":[67],"remains":[69],"challenge":[71],"due":[72],"their":[74],"restricted":[75],"computing":[76],"and":[77,171,215],"storage":[78],"capabilities.":[79],"To":[80],"tackle":[81],"this":[82],"issue,":[83],"we":[84,180],"propose":[85],"novel":[87],"approach":[88],"named":[89],"compressed":[90],"sensing":[91],"(CS)-based":[92],"asymmetric":[93,105],"(CS-ASIC),":[97],"explicitly":[98],"designed":[99,157],"for":[100,122,148,196],"resource-constrained":[101],"AIoT":[102,225],"systems.":[103],"This":[104],"scheme":[108],"intends":[109],"surpass":[111],"limitations":[113],"devices,":[116],"thereby":[117],"facilitating":[118],"efficient":[119],"machine":[123],"vision":[124],"tasks.":[125,178],"CS-ASIC":[126,209],"notably":[127],"includes":[128],"lightweight":[130],"front":[131],"founded":[133],"deep":[135,153],"CS":[137,185],"techniques,":[138],"utilizes":[140],"rich":[141],"priors":[143],"learn":[145],"measurement":[146],"matrices":[147],"sampling.":[149],"tandem,":[151],"iterative":[154],"decoder":[155],"cooperatively":[158],"with":[159],"linear":[161],"offloaded":[163],"server":[166],"enhance":[168],"reconstruction":[170],"across":[174],"various":[175],"Furthermore,":[179],"introduce":[181],"groundbreaking":[183],"lossy":[184],"rate-distortion":[187,213],"theoretical":[188],"framework":[189],"that":[190],"justifies":[191],"compromise":[193],"rate":[195],"extended":[197],"distortion.":[199],"Extensive":[200],"experimental":[201],"results":[202],"underscore":[203],"superiority":[205],"proposed":[208],"concerning":[210],"signal-semantic":[212],"tradeoff,":[214],"its":[216],"lower":[217],"encoding":[218],"complexity":[219],"over":[220],"existing":[221],"codecs":[222],"simulation":[226],"environment.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}