{"id":"https://openalex.org/W4394712659","doi":"https://doi.org/10.1109/ricai60863.2023.10489541","title":"Dynamic Balancing-Based Label Assignment for Object Detection","display_name":"Dynamic Balancing-Based Label Assignment for Object Detection","publication_year":2023,"publication_date":"2023-12-01","ids":{"openalex":"https://openalex.org/W4394712659","doi":"https://doi.org/10.1109/ricai60863.2023.10489541"},"language":"en","primary_location":{"id":"doi:10.1109/ricai60863.2023.10489541","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ricai60863.2023.10489541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 5th International Conference on Robotics, Intelligent Control and Artificial Intelligence (RICAI)","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/A5002061412","display_name":"Yue Liao","orcid":"https://orcid.org/0000-0002-2671-0655"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yue Liao","raw_affiliation_strings":["School of Computer Science and Technology, Southwest University of Science and Technology,Mianyang,China","School of Computer Science and Technology, Southwest University of Science and Technology, Mianyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Southwest University of Science and Technology,Mianyang,China","institution_ids":["https://openalex.org/I1297991670"]},{"raw_affiliation_string":"School of Computer Science and Technology, Southwest University of Science and Technology, Mianyang, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102647086","display_name":"Zhaoyan Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoyan Fang","raw_affiliation_strings":["School of Computer Science and Technology, Southwest University of Science and Technology,Mianyang,China","School of Computer Science and Technology, Southwest University of Science and Technology, Mianyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Southwest University of Science and Technology,Mianyang,China","institution_ids":["https://openalex.org/I1297991670"]},{"raw_affiliation_string":"School of Computer Science and Technology, Southwest University of Science and Technology, Mianyang, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100319244","display_name":"Huan Li","orcid":"https://orcid.org/0000-0003-1204-8370"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Li","raw_affiliation_strings":["AECC Sichuan Gas Turbine Establishment,Mianyang,China","School of Computer Science and Technology, Southwest University of Science and Technology,Mianyang,China","School of Computer Science and Technology, Southwest University of Science and Technology, Mianyang, China"],"affiliations":[{"raw_affiliation_string":"AECC Sichuan Gas Turbine Establishment,Mianyang,China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Technology, Southwest University of Science and Technology,Mianyang,China","institution_ids":["https://openalex.org/I1297991670"]},{"raw_affiliation_string":"School of Computer Science and Technology, Southwest University of Science and Technology, Mianyang, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045260243","display_name":"Dong Jiang","orcid":"https://orcid.org/0000-0003-0876-5043"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dong Jiang","raw_affiliation_strings":["AECC Sichuan Gas Turbine Establishment,Mianyang,China","AECC Sichuan Gas Turbine Establishment, Mianyang, China"],"affiliations":[{"raw_affiliation_string":"AECC Sichuan Gas Turbine Establishment,Mianyang,China","institution_ids":[]},{"raw_affiliation_string":"AECC Sichuan Gas Turbine Establishment, Mianyang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101559021","display_name":"Huadong Li","orcid":"https://orcid.org/0000-0003-1700-3358"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huadong Li","raw_affiliation_strings":["AECC Sichuan Gas Turbine Establishment,Mianyang,China","School of Computer Science and Technology, Southwest University of Science and Technology,Mianyang,China","AECC Sichuan Gas Turbine Establishment, Mianyang, China"],"affiliations":[{"raw_affiliation_string":"AECC Sichuan Gas Turbine Establishment,Mianyang,China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Technology, Southwest University of Science and Technology,Mianyang,China","institution_ids":["https://openalex.org/I1297991670"]},{"raw_affiliation_string":"AECC Sichuan Gas Turbine Establishment, Mianyang, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066275675","display_name":"Niannian Chen","orcid":"https://orcid.org/0009-0000-1960-9439"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Niannian Chen","raw_affiliation_strings":["School of Computer Science and Technology, Southwest University of Science and Technology,Mianyang,China","School of Computer Science and Technology, Southwest University of Science and Technology, Mianyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Southwest University of Science and Technology,Mianyang,China","institution_ids":["https://openalex.org/I1297991670"]},{"raw_affiliation_string":"School of Computer Science and Technology, Southwest University of Science and Technology, Mianyang, China","institution_ids":["https://openalex.org/I1297991670"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5002061412"],"corresponding_institution_ids":["https://openalex.org/I1297991670"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21874959,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"955","last_page":"959"},"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":0.9404000043869019,"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":0.9404000043869019,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9384999871253967,"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":0.7792325019836426},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.46183040738105774},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.42315492033958435},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34459635615348816},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2230992615222931}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7792325019836426},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.46183040738105774},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.42315492033958435},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34459635615348816},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2230992615222931}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ricai60863.2023.10489541","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ricai60863.2023.10489541","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 5th International Conference on Robotics, Intelligent Control and Artificial Intelligence (RICAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2934198733","https://openalex.org/W2962766617","https://openalex.org/W2963351448","https://openalex.org/W2982770724","https://openalex.org/W3035395201","https://openalex.org/W3035396860","https://openalex.org/W3035478146","https://openalex.org/W3035524459","https://openalex.org/W3167308647","https://openalex.org/W3172087149","https://openalex.org/W4214507171","https://openalex.org/W4312987045"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2975200075","https://openalex.org/W4312842780","https://openalex.org/W2883677709","https://openalex.org/W2922421953","https://openalex.org/W4292830139","https://openalex.org/W4319309705"],"abstract_inverted_index":{"Label":[0],"assignment":[1,18,29,105,219],"is":[2,50,202],"a":[3,62,101,114,180],"key":[4],"task":[5],"in":[6,217],"object":[7],"detection.":[8],"Recent":[9],"studies":[10],"have":[11,19,81],"shown":[12],"that":[13,84,212,226],"the":[14,24,33,47,53,59,71,74,78,82,88,91,110,119,123,126,130,134,142,147,154,157,160,163,167,172,187,194,200,207,228,233],"results":[15,205],"of":[16,36,73,90,137,141,156,189,199],"label":[17,28,104,218],"an":[20],"important":[21],"impact":[22],"on":[23,178,206,227],"detector":[25],"performance.":[26],"Existing":[27],"algorithms":[30],"usually":[31],"use":[32],"joint":[34,48],"scores":[35,79],"classification":[37,127,138,197],"and":[38,43,76,125,139,170,174,192,196],"regression":[39,120,140,195],"to":[40,70,113,145,166,225],"classify":[41],"positive":[42,173,181],"negative":[44,175],"samples,":[45],"but":[46],"relationship":[49],"determined":[51],"by":[52,132,159,232],"hyperparameters":[54],"which":[55,108,185],"are":[56],"not":[57],"robust:":[58],"hyperparameters,":[60],"as":[61,122,129],"static":[63],"metric,":[64],"cannot":[65,86],"be":[66],"dynamically":[67],"adjusted":[68],"according":[69],"state":[72],"network,":[75],"thus":[77],"also":[80],"problem":[83],"they":[85],"reflect":[87],"importance":[89],"samples":[92,144,158,165,191],"adequately.":[93],"To":[94],"address":[95],"these":[96],"problems,":[97],"this":[98],"paper":[99],"proposed":[100],"dynamic":[102,148],"balancing-based":[103],"algorithm":[106,152],"(DBLA),":[107],"maps":[109],"sample":[111,182],"points":[112],"two":[115,235],"dimensional":[116],"plane":[117],"with":[118,220],"score":[121,128],"X-axis":[124],"Y-axis,":[131],"calculating":[133],"statistical":[135],"characteristics":[136],"candidate":[143,164],"determine":[146],"straight":[149,168],"lines.":[150],"The":[151],"measures":[153],"quality":[155],"distance":[161],"from":[162],"line,":[169],"classifies":[171],"samples.":[176],"Based":[177],"this,":[179],"weighting":[183],"strategy":[184],"increases":[186],"weight":[188],"high-quality":[190],"balances":[193],"performance":[198],"model":[201,231],"designed.":[203],"Experimental":[204],"MS":[208],"COCO":[209],"dataset":[210],"show":[211],"DBLA":[213],"achieves":[214],"more":[215],"reasonable":[216],"1.4%":[221],"AP":[222],"improvement":[223],"compared":[224],"ATSS":[229],"baseline":[230],"above":[234],"improvements.":[236]},"counts_by_year":[],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
