{"id":"https://openalex.org/W4407449991","doi":"https://doi.org/10.1109/tmm.2025.3535403","title":"Replay-Based Incremental Object Detection With Local Response Exploration","display_name":"Replay-Based Incremental Object Detection With Local Response Exploration","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407449991","doi":"https://doi.org/10.1109/tmm.2025.3535403"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2025.3535403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3535403","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-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/A5075408734","display_name":"Jian Zhong","orcid":null},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jian Zhong","raw_affiliation_strings":["School of Communications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031056278","display_name":"Yifan Jiao","orcid":"https://orcid.org/0000-0002-8923-6997"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Jiao","raw_affiliation_strings":["School of Communications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007962086","display_name":"Bing\u2010Kun Bao","orcid":"https://orcid.org/0000-0001-5956-831X"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing-Kun Bao","raw_affiliation_strings":["School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075408734"],"corresponding_institution_ids":["https://openalex.org/I41198531"],"apc_list":null,"apc_paid":null,"fwci":0.7312,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68591996,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"27","issue":null,"first_page":"4348","last_page":"4360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9645000100135803,"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":0.9645000100135803,"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":0.9623000025749207,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9491000175476074,"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":0.8654183745384216},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5228786468505859},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.45650842785835266},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42614272236824036},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3579564690589905},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.18324309587478638}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8654183745384216},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5228786468505859},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.45650842785835266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42614272236824036},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3579564690589905},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.18324309587478638}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2025.3535403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3535403","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1447781849","display_name":null,"funder_award_id":"62302239","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3658883423","display_name":null,"funder_award_id":"BK20230363","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G5851403343","display_name":null,"funder_award_id":"62325206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1682403713","https://openalex.org/W1861492603","https://openalex.org/W2031489346","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2560647685","https://openalex.org/W2791091755","https://openalex.org/W2791295466","https://openalex.org/W2884282566","https://openalex.org/W2948734064","https://openalex.org/W2950557191","https://openalex.org/W2954929116","https://openalex.org/W2962966271","https://openalex.org/W2963588172","https://openalex.org/W2964189064","https://openalex.org/W2966730026","https://openalex.org/W2977932430","https://openalex.org/W2984276908","https://openalex.org/W3030364939","https://openalex.org/W3090558831","https://openalex.org/W3107810305","https://openalex.org/W3125003080","https://openalex.org/W3144281354","https://openalex.org/W3163939464","https://openalex.org/W3168149265","https://openalex.org/W3176709420","https://openalex.org/W3180392831","https://openalex.org/W3181595505","https://openalex.org/W3208853938","https://openalex.org/W3217535672","https://openalex.org/W4205334590","https://openalex.org/W4226029051","https://openalex.org/W4233467483","https://openalex.org/W4292794069","https://openalex.org/W4296916378","https://openalex.org/W4307975143","https://openalex.org/W4312309344","https://openalex.org/W4312401347","https://openalex.org/W4387968007","https://openalex.org/W4390874134","https://openalex.org/W4396680518","https://openalex.org/W4399526979","https://openalex.org/W6638523607","https://openalex.org/W6741087337","https://openalex.org/W6742852309","https://openalex.org/W6745136726","https://openalex.org/W6747749088","https://openalex.org/W6777046832"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Incremental":[0],"object":[1,8,214],"detection":[2],"(IOD)":[3],"aims":[4],"to":[5,34,47,53,70,116],"train":[6],"an":[7],"detector":[9,68],"on":[10,49,56,121,145,181,199],"non-stationary":[11],"data":[12,64],"streams":[13],"without":[14],"forgetting":[15],"previous":[16,134],"knowledge.":[17],"Prevalent":[18],"replay-based":[19],"methods":[20,44,211],"keep":[21],"a":[22,97,113],"buffer":[23],"composed":[24],"of":[25,89,124],"carefully":[26],"selected":[27],"instances":[28,91,143],"towards":[29],"this":[30],"goal.":[31],"However,":[32],"due":[33],"the":[35,61,67,87,122,133],"limited":[36],"storage":[37],"space":[38],"and":[39,73,92,154,163,194,201],"uniform":[40],"feature":[41],"distribution,":[42],"existing":[43],"are":[45,77,157],"prone":[46],"overfit":[48],"replayed":[50],"instances,":[51],"leading":[52],"poor":[54],"generalization":[55],"diverse":[57],"test":[58],"data.":[59],"Additionally,":[60],"imbalance":[62],"in":[63,212],"quantity":[65],"makes":[66],"fail":[69],"distinguish":[71],"old":[72,141,155,195],"new":[74,83,153,187,193],"classes":[75,156,188],"that":[76,149,206],"visually":[78],"similar,":[79],"introducing":[80],"bias":[81,162,185],"toward":[82,186],"classes.":[84,196],"To":[85],"enhance":[86],"diversity":[88,119],"stored":[90],"eliminate":[93],"bias,":[94],"we":[95],"propose":[96],"Local":[98],"Response":[99],"Exploration":[100],"(LRE)":[101],"framework,":[102],"which":[103],"comprises":[104],"three":[105],"modules.":[106],"First,":[107],"Region-Entropy":[108],"Instance":[109,129],"Selector":[110],"(REIS)":[111],"introduces":[112],"novel":[114],"metric":[115],"assess":[117],"instance":[118],"based":[120,144,180],"entropy":[123],"local":[125,182],"responses.":[126],"Second,":[127],"Confusion-Guided":[128],"Replay":[130],"(CGIR)":[131],"replaces":[132],"random":[135],"replay":[136],"approach":[137,208],"by":[138],"replaying":[139],"specific":[140],"class":[142,146],"similarity,":[147],"ensuring":[148],"parameters":[150],"for":[151],"similar":[152],"updated":[158],"together,":[159],"thereby":[160],"mitigating":[161],"helping":[164],"mining":[165],"discriminative":[166],"patterns.":[167],"Third,":[168],"Confusion-Aware":[169],"Region":[170],"Segregation":[171],"(CARS)":[172],"adaptively":[173],"differentiates":[174],"biased":[175],"regions":[176,179],"from":[177],"other":[178],"responses,":[183],"reducing":[184],"while":[189],"preserving":[190],"relationships":[191],"between":[192],"Extensive":[197],"evaluations":[198],"Pascal-VOC":[200],"MS":[202],"COCO":[203],"datasets":[204],"demonstrate":[205],"our":[207],"outperforms":[209],"State-of-the-Art":[210],"incremental":[213],"detection.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
