{"id":"https://openalex.org/W4401067321","doi":"https://doi.org/10.1145/3670105.3670171","title":"LED-DETR: Lightweight, Efficient and Decoupled Object Detection with Transformers","display_name":"LED-DETR: Lightweight, Efficient and Decoupled Object Detection with Transformers","publication_year":2024,"publication_date":"2024-05-24","ids":{"openalex":"https://openalex.org/W4401067321","doi":"https://doi.org/10.1145/3670105.3670171"},"language":"en","primary_location":{"id":"doi:10.1145/3670105.3670171","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3670105.3670171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 5th International Conference on Computing, Networks and Internet of Things","raw_type":"proceedings-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/A5041896030","display_name":"Jianghao Wei","orcid":"https://orcid.org/0009-0008-3482-8152"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianghao Wei","raw_affiliation_strings":["Wuhan Institute of Technology, China"],"affiliations":[{"raw_affiliation_string":"Wuhan Institute of Technology, China","institution_ids":["https://openalex.org/I91125648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023652469","display_name":"Wei Huang","orcid":"https://orcid.org/0009-0006-3001-128X"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Huang","raw_affiliation_strings":["Wuhan Institute of Technology, China"],"affiliations":[{"raw_affiliation_string":"Wuhan Institute of Technology, China","institution_ids":["https://openalex.org/I91125648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058992810","display_name":"Tiancheng Hu","orcid":"https://orcid.org/0009-0002-8800-442X"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Hu","raw_affiliation_strings":["Wuhan Institute of Technology, China"],"affiliations":[{"raw_affiliation_string":"Wuhan Institute of Technology, China","institution_ids":["https://openalex.org/I91125648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100699572","display_name":"Qiang Liu","orcid":"https://orcid.org/0009-0006-0766-2738"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Liu","raw_affiliation_strings":["Wuhan Institute of Technology, China"],"affiliations":[{"raw_affiliation_string":"Wuhan Institute of Technology, China","institution_ids":["https://openalex.org/I91125648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102112800","display_name":"Jie Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Yu","raw_affiliation_strings":["Wuhan Institute of Technology, China"],"affiliations":[{"raw_affiliation_string":"Wuhan Institute of Technology, China","institution_ids":["https://openalex.org/I91125648"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007372289","display_name":"Xiaoqiu Duan","orcid":"https://orcid.org/0009-0007-3187-587X"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoqiu Duan","raw_affiliation_strings":["Wuhan Institute of Technology, China"],"affiliations":[{"raw_affiliation_string":"Wuhan Institute of Technology, China","institution_ids":["https://openalex.org/I91125648"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004564193","display_name":"Jiahuan Huang","orcid":"https://orcid.org/0009-0004-5433-6500"},"institutions":[{"id":"https://openalex.org/I91125648","display_name":"Wuhan Institute of Technology","ror":"https://ror.org/04jcykh16","country_code":"CN","type":"education","lineage":["https://openalex.org/I91125648"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahuan Huang","raw_affiliation_strings":["Wuhan Institute of Technology, China"],"affiliations":[{"raw_affiliation_string":"Wuhan Institute of Technology, China","institution_ids":["https://openalex.org/I91125648"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5041896030"],"corresponding_institution_ids":["https://openalex.org/I91125648"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1085058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"390","last_page":"396"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9993000030517578,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9993000030517578,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9883000254631042,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11019","display_name":"Image Enhancement Techniques","score":0.9866999983787537,"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/computer-science","display_name":"Computer science","score":0.6092957854270935},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5993303060531616},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.18582898378372192},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16456705331802368},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.11316460371017456}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6092957854270935},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5993303060531616},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.18582898378372192},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16456705331802368},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.11316460371017456}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3670105.3670171","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3670105.3670171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 5th International Conference on Computing, Networks and Internet of Things","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2102605133","https://openalex.org/W2194775991","https://openalex.org/W2555182955","https://openalex.org/W2963037989","https://openalex.org/W2963125010","https://openalex.org/W2963351448","https://openalex.org/W2991391304","https://openalex.org/W3035414587","https://openalex.org/W3096609285","https://openalex.org/W3110416571","https://openalex.org/W3199093552","https://openalex.org/W4214627427","https://openalex.org/W4386047745"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"recently":[1],"proposed":[2],"DEtection":[3],"TRansformer":[4],"(DETR)":[5],"removes":[6],"hand-designed":[7],"components":[8],"and":[9,61,75,92,130],"has":[10],"become":[11],"a":[12,35,58,123],"new":[13],"paradigm":[14],"for":[15,37,100,113],"object":[16,77,105],"detection.":[17],"However,":[18],"the":[19,46,72,76,80,90,97,104,109,118],"application":[20],"of":[21,50],"DETR":[22,68],"is":[23],"limited":[24],"due":[25],"to":[26,44],"its":[27],"expensive":[28,47],"inference":[29,48],"cost.":[30],"While":[31],"edge":[32],"devices":[33],"provide":[34],"solution":[36],"more":[38,101,114],"challenging":[39],"scenarios,":[40],"they":[41],"are":[42],"unable":[43],"accommodate":[45],"cost":[49],"DETR.":[51],"To":[52],"address":[53],"this":[54],"issue,":[55],"we":[56,83,107],"propose":[57],"Lightweight,":[59],"Efficient,":[60],"Decoupled":[62],"DETR,":[63,120],"called":[64],"LED-DETR.":[65],"We":[66],"divide":[67],"into":[69],"two":[70],"parts:":[71],"feature":[73,81],"extractor":[74],"querier.":[78],"In":[79,103],"extractor,":[82],"introduce":[84],"lightweight":[85],"convolutional":[86],"neural":[87],"networks":[88],"as":[89,96],"backbone":[91],"efficient":[93],"attention":[94],"mechanisms":[95],"self-attention":[98],"mechanism":[99],"lightweight.":[102],"querier,":[106],"incorporate":[108],"conditional":[110],"spatial":[111],"query":[112],"performant.":[115],"Compared":[116],"with":[117],"original":[119],"LED-DETR":[121],"achieves":[122],"good":[124],"trade-off":[125],"between":[126],"compute,":[127],"memory":[128],"footprint,":[129],"performance.":[131]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}