乐胖代购免代理版

{"id":"https://openalex.org/W4375869096","doi":"https://doi.org/10.1109/icassp49357.2023.10094920","title":"On Designing Light-Weight Object Trackers Through Network Pruning: Use CNNS or Transformers?","display_name":"On Designing Light-Weight Object Trackers Through Network Pruning: Use CNNS or Transformers?","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4375869096","doi":"https://doi.org/10.1109/icassp49357.2023.10094920"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10094920","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/icassp49357.2023.10094920","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014558954","display_name":"Saksham Aggarwal","orcid":null},"institutions":[{"id":"https://openalex.org/I189109744","display_name":"Indian Institute of Technology Dhanbad","ror":"https://ror.org/013v3cc28","country_code":"IN","type":"education","lineage":["https://openalex.org/I189109744"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saksham Aggarwal","raw_affiliation_strings":["Transmute AI Lab (Texmin Hub), Indian Institute of Technology (ISM), Dhanbad, India"],"affiliations":[{"raw_affiliation_string":"Transmute AI Lab (Texmin Hub), Indian Institute of Technology (ISM), Dhanbad, India","institution_ids":["https://openalex.org/I189109744"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081138420","display_name":"Taneesh Gupta","orcid":null},"institutions":[{"id":"https://openalex.org/I189109744","display_name":"Indian Institute of Technology Dhanbad","ror":"https://ror.org/013v3cc28","country_code":"IN","type":"education","lineage":["https://openalex.org/I189109744"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Taneesh Gupta","raw_affiliation_strings":["Transmute AI Lab (Texmin Hub), Indian Institute of Technology (ISM), Dhanbad, India"],"affiliations":[{"raw_affiliation_string":"Transmute AI Lab (Texmin Hub), Indian Institute of Technology (ISM), Dhanbad, India","institution_ids":["https://openalex.org/I189109744"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086799542","display_name":"Pawan Kumar Sahu","orcid":null},"institutions":[{"id":"https://openalex.org/I189109744","display_name":"Indian Institute of Technology Dhanbad","ror":"https://ror.org/013v3cc28","country_code":"IN","type":"education","lineage":["https://openalex.org/I189109744"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pawan K. Sahu","raw_affiliation_strings":["Transmute AI Lab (Texmin Hub), Indian Institute of Technology (ISM), Dhanbad, India"],"affiliations":[{"raw_affiliation_string":"Transmute AI Lab (Texmin Hub), Indian Institute of Technology (ISM), Dhanbad, India","institution_ids":["https://openalex.org/I189109744"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025327860","display_name":"Arnav Chavan","orcid":"https://orcid.org/0000-0002-6053-0703"},"institutions":[{"id":"https://openalex.org/I189109744","display_name":"Indian Institute of Technology Dhanbad","ror":"https://ror.org/013v3cc28","country_code":"IN","type":"education","lineage":["https://openalex.org/I189109744"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arnav Chavan","raw_affiliation_strings":["Transmute AI Lab (Texmin Hub), Indian Institute of Technology (ISM), Dhanbad, India"],"affiliations":[{"raw_affiliation_string":"Transmute AI Lab (Texmin Hub), Indian Institute of Technology (ISM), Dhanbad, India","institution_ids":["https://openalex.org/I189109744"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101397236","display_name":"Rishabh Tiwari","orcid":"https://orcid.org/0000-0002-2859-7932"},"institutions":[{"id":"https://openalex.org/I189109744","display_name":"Indian Institute of Technology Dhanbad","ror":"https://ror.org/013v3cc28","country_code":"IN","type":"education","lineage":["https://openalex.org/I189109744"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rishabh Tiwari","raw_affiliation_strings":["Transmute AI Lab (Texmin Hub), Indian Institute of Technology (ISM), Dhanbad, India"],"affiliations":[{"raw_affiliation_string":"Transmute AI Lab (Texmin Hub), Indian Institute of Technology (ISM), Dhanbad, India","institution_ids":["https://openalex.org/I189109744"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064348917","display_name":"Dilip K. Prasad","orcid":"https://orcid.org/0000-0002-3693-6973"},"institutions":[{"id":"https://openalex.org/I78037679","display_name":"UiT The Arctic University of Norway","ror":"https://ror.org/00wge5k78","country_code":"NO","type":"education","lineage":["https://openalex.org/I78037679"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Dilip K. Prasad","raw_affiliation_strings":["Department of Computer Science, UiT The Arctic University of Norway, Tromso, Norway"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, UiT The Arctic University of Norway, Tromso, Norway","institution_ids":["https://openalex.org/I78037679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034853815","display_name":"Deepak Gupta","orcid":"https://orcid.org/0000-0002-3019-7161"},"institutions":[{"id":"https://openalex.org/I189109744","display_name":"Indian Institute of Technology Dhanbad","ror":"https://ror.org/013v3cc28","country_code":"IN","type":"education","lineage":["https://openalex.org/I189109744"]},{"id":"https://openalex.org/I78037679","display_name":"UiT The Arctic University of Norway","ror":"https://ror.org/00wge5k78","country_code":"NO","type":"education","lineage":["https://openalex.org/I78037679"]}],"countries":["IN","NO"],"is_corresponding":false,"raw_author_name":"Deepak K. Gupta","raw_affiliation_strings":["Department of Computer Science, UiT The Arctic University of Norway, Tromso, Norway","Transmute AI Lab (Texmin Hub), Indian Institute of Technology (ISM), Dhanbad, India"],"affiliations":[{"raw_affiliation_string":"Transmute AI Lab (Texmin Hub), Indian Institute of Technology (ISM), Dhanbad, India","institution_ids":["https://openalex.org/I189109744"]},{"raw_affiliation_string":"Department of Computer Science, UiT The Arctic University of Norway, Tromso, Norway","institution_ids":["https://openalex.org/I78037679"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.332,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.600201,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":67,"max":78},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9999,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9999,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9973,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.989,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.9261198},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.44470042}],"concepts":[{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.9261198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.65165323},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.62282187},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.53148866},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.4619001},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.44470042},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.42847255},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.25442916},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18339741},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.12689227},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.078021824},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10094920","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2211.13769","pdf_url":"https://arxiv.org/pdf/2211.13769","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1109/icassp49357.2023.10094920","pdf_url":null,"source":{"id":"https://openalex.org/S4363607702","display_name":"ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":21,"referenced_works":["https://openalex.org/W2158592639","https://openalex.org/W2194775991","https://openalex.org/W2470394683","https://openalex.org/W2618530766","https://openalex.org/W2805003733","https://openalex.org/W2891033863","https://openalex.org/W2898200825","https://openalex.org/W2912041066","https://openalex.org/W2962851801","https://openalex.org/W2963534981","https://openalex.org/W3001584168","https://openalex.org/W3035672751","https://openalex.org/W3094502228","https://openalex.org/W3128289811","https://openalex.org/W3169769781","https://openalex.org/W3173344965","https://openalex.org/W4214759957","https://openalex.org/W4312751983","https://openalex.org/W4312772337","https://openalex.org/W4312969002","https://openalex.org/W4385245566"],"related_works":["https://openalex.org/W4320086059","https://openalex.org/W4313854689","https://openalex.org/W4313480467","https://openalex.org/W4312249400","https://openalex.org/W4210734798","https://openalex.org/W3159642117","https://openalex.org/W3093712048","https://openalex.org/W3015573086","https://openalex.org/W2985391290","https://openalex.org/W1904671147"],"abstract_inverted_index":{"Object":[0],"trackers":[1,61,88,95,152],"deployed":[2],"on":[3,19,80],"low-power":[4,39],"devices":[5],"need":[6],"to":[7,85,109,133],"be":[8,63],"light-weight,":[9],"however,":[10],"most":[11],"of":[12,30,45,50,69,104,137],"the":[13,102,105,135],"current":[14],"state-of-the-art":[15],"(SOTA)":[16],"methods":[17],"rely":[18],"using":[20,24,65,96],"compute-heavy":[21],"backbones":[22],"built":[23],"CNNs":[25],"or":[26],"Transformers.":[27],"Large":[28],"sizes":[29],"such":[31],"models":[32,48],"do":[33],"not":[34],"allow":[35],"their":[36,111],"deployment":[37],"in":[38,128,140],"conditions":[40],"and":[41,72],"designing":[42,149],"compressed":[43,58],"variants":[44],"large":[46,70],"tracking":[47],"is":[49,89,107],"great":[51],"importance.":[52],"This":[53,143],"paper":[54],"demonstrates":[55],"how":[56],"highly":[57,150],"light-weight":[59],"object":[60,141],"can":[62],"designed":[64],"neural":[66],"architectural":[67,81],"pruning":[68,121,139],"CNN":[71],"Transformer":[73],"based":[74],"trackers.":[75],"Further,":[76],"a":[77],"comparative":[78],"study":[79,110,134],"choices":[82],"best":[83],"suited":[84],"design":[86],"lightweight":[87],"provided.":[90],"A":[91],"comparison":[92],"between":[93],"SOTA":[94,155],"CNNs,":[97],"Transformers":[98],"as":[99,101,124,126],"well":[100],"combination":[103],"two":[106],"presented":[108],"stability":[112],"at":[113],"various":[114],"compression":[115],"ratios.":[116],"Finally":[117],"results":[118],"for":[119],"extreme":[120],"scenarios":[122],"going":[123],"low":[125],"1%":[127],"some":[129],"cases":[130],"are":[131],"shown":[132],"limits":[136],"network":[138],"tracking.":[142],"work":[144],"provides":[145],"deeper":[146],"insights":[147],"into":[148],"efficient":[151],"from":[153],"existing":[154],"methods.":[156],"1":[159]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4375869096","counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-01-03T02:08:09.259949","created_date":"2023-05-10"}