{"id":"https://openalex.org/W3111127804","doi":"https://doi.org/10.1109/access.2020.3042644","title":"Channel Transformer Network","display_name":"Channel Transformer Network","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3111127804","doi":"https://doi.org/10.1109/access.2020.3042644","mag":"3111127804"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3042644","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3042644","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09281018.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://ieeexplore.ieee.org/ielx7/6287639/6514899/09281018.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041256730","display_name":"Fuping Zhang","orcid":"https://orcid.org/0000-0002-8042-4609"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fuping Zhang","raw_affiliation_strings":["School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China","Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210111959","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101578987","display_name":"Pengcheng Zhao","orcid":"https://orcid.org/0000-0001-6197-822X"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengcheng Zhao","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, Shanghai, China","Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210111959","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056113267","display_name":"Jianming Wei","orcid":"https://orcid.org/0000-0002-2444-1260"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianming Wei","raw_affiliation_strings":["Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210111959","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041256730"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210111959","https://openalex.org/I4210165038"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.3112,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.5861597,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"220762","last_page":"220778"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9976000189781189,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9976000189781189,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9886999726295471,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9746000170707703,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.7711289525032043},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.7396577000617981},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6069783568382263},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5356402397155762},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5328740477561951},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.49871277809143066},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.49726417660713196},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.48864299058914185},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44432106614112854},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36967432498931885},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2631274461746216},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.06915360689163208}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7711289525032043},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.7396577000617981},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6069783568382263},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5356402397155762},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5328740477561951},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.49871277809143066},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.49726417660713196},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.48864299058914185},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44432106614112854},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36967432498931885},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2631274461746216},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.06915360689163208},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3042644","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3042644","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09281018.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:499cc7e658b543ab82f035e81a44f13b","is_oa":true,"landing_page_url":"https://doaj.org/article/499cc7e658b543ab82f035e81a44f13b","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 220762-220778 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3042644","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3042644","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09281018.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3111127804.pdf","grobid_xml":"https://content.openalex.org/works/W3111127804.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W197865394","https://openalex.org/W1686810756","https://openalex.org/W2097117768","https://openalex.org/W2108598243","https://openalex.org/W2109255472","https://openalex.org/W2112796928","https://openalex.org/W2116360511","https://openalex.org/W2127589108","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2425566277","https://openalex.org/W2463071499","https://openalex.org/W2519803806","https://openalex.org/W2520433280","https://openalex.org/W2549139847","https://openalex.org/W2565639579","https://openalex.org/W2584637367","https://openalex.org/W2598634450","https://openalex.org/W2604463754","https://openalex.org/W2622829582","https://openalex.org/W2752782242","https://openalex.org/W2769346661","https://openalex.org/W2798329462","https://openalex.org/W2799185441","https://openalex.org/W2800289127","https://openalex.org/W2884585870","https://openalex.org/W2888872060","https://openalex.org/W2896011443","https://openalex.org/W2946839488","https://openalex.org/W2954275231","https://openalex.org/W2955084925","https://openalex.org/W2962784289","https://openalex.org/W2963091558","https://openalex.org/W2963322158","https://openalex.org/W2963330186","https://openalex.org/W2963420686","https://openalex.org/W2963575739","https://openalex.org/W2963736028","https://openalex.org/W2963805953","https://openalex.org/W2963972681","https://openalex.org/W2964283970","https://openalex.org/W2966545243","https://openalex.org/W2971086219","https://openalex.org/W2971612271","https://openalex.org/W2981899103","https://openalex.org/W2982119297","https://openalex.org/W2986451890","https://openalex.org/W2997788879","https://openalex.org/W3016193692","https://openalex.org/W3021892279","https://openalex.org/W3036967712","https://openalex.org/W3080858728","https://openalex.org/W3089800122","https://openalex.org/W6637373629","https://openalex.org/W6684191040","https://openalex.org/W6735531217","https://openalex.org/W6736696968","https://openalex.org/W6746255304","https://openalex.org/W6750214674","https://openalex.org/W6750984223","https://openalex.org/W6753412334","https://openalex.org/W6755350556","https://openalex.org/W6762897076","https://openalex.org/W6766507936"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W2046435967","https://openalex.org/W4231775656","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W2590798552","https://openalex.org/W2811106690","https://openalex.org/W4239306820","https://openalex.org/W2947043951","https://openalex.org/W2981757109"],"abstract_inverted_index":{"Current":[0],"attention":[1],"or":[2,43,81,116,168],"transform":[3],"modules":[4,121],"in":[5,155,188,197,206],"Convolutional":[6],"Neural":[7],"Networks":[8],"(CNNs)":[9],"are":[10,86],"designed":[11],"pursuing":[12],"lightweight":[13],"and":[14,88,94,159,175,191,213],"in-place.":[15],"Generally,":[16],"we":[17,35,51,68,74],"need":[18,91],"to":[19,45,114,143,162],"decrease":[20,115],"the":[21,53,62,70],"channel":[22,54,71],"dimension":[23,55],"of":[24,173],"input":[25],"feature":[26,47,59],"maps":[27,42,60],"for":[28,39,57,119,139,182],"reducing":[29],"computation":[30,100,128,189],"cost":[31],"firstly.":[32],"And":[33],"then":[34],"do":[36],"some":[37],"transformation":[38],"extracting":[40],"weight":[41],"converting":[44],"other":[46,99,207],"space":[48],"etc.":[49,216],"Finally,":[50],"increase":[52,117],"back":[56],"outputting":[58],"with":[61,98,126],"same":[63],"size":[64],"as":[65],"input.":[66],"When":[67],"change":[69],"dimension,":[72],"commonly":[73],"choose":[75],"1":[76,78,164,166],"\u00d7":[77,165],"convolutional":[79,167],"layers":[80],"fully":[82,169],"connected":[83,170],"layers.":[84,171],"They":[85],"simple":[87],"effective,":[89],"but":[90],"learning":[92],"parameters":[93],"consuming":[95],"more":[96],"memory":[97],"resources.":[101],"We":[102,130,152,199],"propose":[103],"a":[104,133],"novel":[105],"parameter":[106],"free":[107],"method":[108],"named":[109],"Channel":[110],"Transformer":[111],"Network":[112,137],"(CTN)":[113],"channels":[118],"these":[120],"whilst":[122],"keeping":[123],"most":[124],"information":[125],"lower":[127],"complexity.":[129],"also":[131,203],"introduce":[132],"Video":[134],"Co-segment":[135],"Attentive":[136],"(VCAN)":[138],"person":[140,183],"re-identification":[141],"(ReID)":[142],"improve":[144],"pedestrian's":[145],"noticeable":[146],"representation":[147],"across":[148],"multiple":[149],"video":[150],"frames.":[151],"embed":[153],"CTN":[154,176,201],"Non-local,":[156],"CBAM,":[157],"COSAM":[158],"VCAN":[160,174,194],"blocks":[161],"replace":[163],"Experiments":[172],"embedding":[177],"models":[178],"on":[179],"Mars":[180],"dataset":[181],"ReID":[184],"show":[185],"significant":[186],"performance":[187],"efficiency":[190],"accuracy,":[192],"especially":[193],"reaches":[195],"90.05%":[196],"Rank-1.":[198],"believe":[200],"can":[202],"be":[204],"used":[205],"vision":[208],"tasks":[209],"like":[210],"image":[211],"classification":[212],"object":[214],"detection":[215]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}