{"id":"https://openalex.org/W3034063951","doi":"https://doi.org/10.1145/3390557.3394313","title":"LME SSD","display_name":"LME SSD","publication_year":2020,"publication_date":"2020-05-08","ids":{"openalex":"https://openalex.org/W3034063951","doi":"https://doi.org/10.1145/3390557.3394313","mag":"3034063951"},"language":"en","primary_location":{"id":"doi:10.1145/3390557.3394313","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3390557.3394313","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 the 4th International Conference on Innovation in Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","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/A5102934887","display_name":"Yang Du","orcid":"https://orcid.org/0000-0003-0395-0901"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Du","raw_affiliation_strings":["University of Science and Technology of China, China, Hefei, Anhui"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, China, Hefei, Anhui","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100362072","display_name":"Jun Li","orcid":"https://orcid.org/0000-0003-2861-1236"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Li","raw_affiliation_strings":["University of Science and Technology of China, China, Hefei, Anhui"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, China, Hefei, Anhui","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385274","display_name":"Na Zhang","orcid":"https://orcid.org/0000-0002-8845-5055"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Zhang","raw_affiliation_strings":["University of Science and Technology of China, China, Hefei, Anhui"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, China, Hefei, Anhui","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030580359","display_name":"Guorui Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guorui Yuan","raw_affiliation_strings":["University of Science and Technology of China, China, Hefei, Anhui"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, China, Hefei, Anhui","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032850444","display_name":"Gaowu Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaowu Xu","raw_affiliation_strings":["University of Science and Technology of China, China, Hefei, Anhui"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, China, Hefei, Anhui","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035334249","display_name":"Wenjie Shu","orcid":"https://orcid.org/0000-0001-9044-2352"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjie Shu","raw_affiliation_strings":["University of Science and Technology of China, China, Hefei, Anhui"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, China, Hefei, Anhui","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05833115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"25","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9997000098228455,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/computer-science","display_name":"Computer science","score":0.8167201280593872},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.7221617102622986},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.7003008127212524},{"id":"https://openalex.org/keywords/bilinear-interpolation","display_name":"Bilinear interpolation","score":0.6592888236045837},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6208412051200867},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6112446784973145},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.5840772390365601},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5102472305297852},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4653027653694153},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.464266300201416},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.4415935277938843},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37922751903533936},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37697091698646545},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2591601014137268},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.13604646921157837},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.10365185141563416},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0898282527923584},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.06763508915901184}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8167201280593872},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.7221617102622986},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.7003008127212524},{"id":"https://openalex.org/C205203396","wikidata":"https://www.wikidata.org/wiki/Q612143","display_name":"Bilinear interpolation","level":2,"score":0.6592888236045837},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6208412051200867},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6112446784973145},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.5840772390365601},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5102472305297852},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4653027653694153},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.464266300201416},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.4415935277938843},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37922751903533936},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37697091698646545},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2591601014137268},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.13604646921157837},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.10365185141563416},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0898282527923584},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.06763508915901184},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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":1,"locations":[{"id":"doi:10.1145/3390557.3394313","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3390557.3394313","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 the 4th International Conference on Innovation in Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1990532691","https://openalex.org/W2134939446","https://openalex.org/W2314044134","https://openalex.org/W2565639579","https://openalex.org/W2570343428","https://openalex.org/W2594258618","https://openalex.org/W2607662938","https://openalex.org/W2953106684","https://openalex.org/W2963037989","https://openalex.org/W2963058975","https://openalex.org/W2963125010","https://openalex.org/W4236965008","https://openalex.org/W4301409532"],"related_works":["https://openalex.org/W2165589608","https://openalex.org/W3093557575","https://openalex.org/W3182767856","https://openalex.org/W2367652182","https://openalex.org/W2037074416","https://openalex.org/W2101207231","https://openalex.org/W2741873457","https://openalex.org/W1519931592","https://openalex.org/W2319983895","https://openalex.org/W2142192217"],"abstract_inverted_index":{"For":[0],"a":[1],"long":[2],"time,":[3],"the":[4,7,16,31,47,71,74,99,106,115,135,138,165,169,172,177],"accuracy":[5,96,136,166],"of":[6,33,73,101,114,137,149,155,160,171,189],"object":[8,37,48,75],"detection":[9,38,49,76,86,95,139,173],"methods":[10,39],"has":[11],"been":[12],"continuously":[13],"improved,":[14],"but":[15],"computational":[17,45,61],"cost":[18,62],"and":[19,44,63,112,158],"resource":[20,64],"occupation":[21,65,100],"have":[22,82,132],"not":[23],"received":[24],"enough":[25],"attention.":[26],"In":[27,78,129],"recent":[28],"years,":[29],"with":[30,121],"development":[32],"some":[34],"excellent":[35],"lightweight":[36],"for":[40],"compressing":[41],"model":[42],"parameters":[43,111],"quantities,":[46],"framework":[50,87,140],"can":[51],"run":[52],"on":[53,186],"resource-constrained":[54],"mobile":[55],"devices.":[56],"This":[57],"also":[58],"makes":[59],"reducing":[60,98],"an":[66,84],"important":[67],"direction":[68],"to":[69,126,180],"improve":[70],"performance":[72],"methods.":[77],"this":[79],"study,":[80],"we":[81,131],"proposed":[83],"efficient":[85],"named":[88],"LME":[89,107],"(Light-Multi":[90],"Extract)":[91],"SSD,":[92],"which":[93,109],"maintains":[94],"while":[97,167],"computing":[102],"resources.":[103],"We":[104,175],"propose":[105],"module,":[108],"compresses":[110],"calculations":[113],"architecture":[116],"by":[117,153,182],"applying":[118],"depth-wise":[119,161],"convolutions":[120],"different":[122,190],"convolution":[123],"kernel":[124],"sizes":[125],"extract":[127],"features.":[128],"addition,":[130],"further":[133],"improved":[134],"through":[141],"LF":[142,145],"(Light-Fusion)":[143],"module.":[144],"performs":[146],"bidirectional":[147],"fusion":[148],"feature":[150,187],"map":[151],"information":[152],"up-sampling":[154],"bilinear":[156],"interpolation":[157],"down-sampling":[159],"convolution,":[162],"thereby":[163],"improving":[164],"maintaining":[168],"scale":[170],"framework.":[174],"follow":[176],"SSD":[178],"method":[179],"predict":[181],"setting":[183],"anchor":[184],"boxes":[185],"maps":[188],"sizes.":[191]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2020-06-12T00:00:00"}
