{"id":"https://openalex.org/W4413074331","doi":"https://doi.org/10.1109/tcsvt.2025.3589639","title":"Unified-Modal Salient Object Detection via Adaptive Prompt Learning","display_name":"Unified-Modal Salient Object Detection via Adaptive Prompt Learning","publication_year":2025,"publication_date":"2025-07-16","ids":{"openalex":"https://openalex.org/W4413074331","doi":"https://doi.org/10.1109/tcsvt.2025.3589639"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2025.3589639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3589639","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5061985746","display_name":"Kunpeng Wang","orcid":"https://orcid.org/0000-0002-2788-7583"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kunpeng Wang","raw_affiliation_strings":["Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Computer Science and Technology, Anhui University, Hefei, China","School of Computer Science and Technology, Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"School of Computer Science and Technology, Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018878455","display_name":"Zhengzheng Tu","orcid":"https://orcid.org/0000-0002-9689-8657"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengzheng Tu","raw_affiliation_strings":["Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Computer Science and Technology, Anhui University, Hefei, China","School of Computer Science and Technology, Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"School of Computer Science and Technology, Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100398932","display_name":"Chenglong Li","orcid":"https://orcid.org/0000-0002-7233-2739"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]},{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenglong Li","raw_affiliation_strings":["State Key Laboratory of Opto-Electronic Information Acquisition and Protection Technology, School of Artificial Intelligence,, Anhui University, Hefei, China","School of Artificial Intelligence, Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Security Artificial Intelligence, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Opto-Electronic Information Acquisition and Protection Technology, School of Artificial Intelligence,, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"School of Artificial Intelligence, Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Security Artificial Intelligence, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057821256","display_name":"Zhengyi Liu","orcid":"https://orcid.org/0000-0003-3265-823X"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengyi Liu","raw_affiliation_strings":["Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Computer Science and Technology, Anhui University, Hefei, China","School of Computer Science and Technology, Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"School of Computer Science and Technology, Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100372676","display_name":"Bin Luo","orcid":"https://orcid.org/0000-0001-5948-5055"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Luo","raw_affiliation_strings":["Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Computer Science and Technology, Anhui University, Hefei, China","School of Computer Science and Technology, Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"School of Computer Science and Technology, Information Materials and Intelligent Sensing Laboratory of Anhui Province, Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5061985746"],"corresponding_institution_ids":["https://openalex.org/I143868143"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18430452,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":"12","first_page":"12109","last_page":"12124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9998999834060669,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9998999834060669,"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":0.996399998664856,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9750999808311462,"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":0.658318817615509},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.6071168780326843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5724725723266602},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5461342334747314},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.527057409286499},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49945878982543945},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32415643334388733}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.658318817615509},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.6071168780326843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5724725723266602},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5461342334747314},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.527057409286499},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49945878982543945},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32415643334388733},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2025.3589639","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3589639","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4018446361","display_name":null,"funder_award_id":"62376005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G845944294","display_name":null,"funder_award_id":"62376004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G849060900","display_name":null,"funder_award_id":"2208085J18","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W20683899","https://openalex.org/W1894057436","https://openalex.org/W1976409045","https://openalex.org/W1993713494","https://openalex.org/W2002781701","https://openalex.org/W2039313011","https://openalex.org/W2086791339","https://openalex.org/W2470139095","https://openalex.org/W2487770199","https://openalex.org/W2740667773","https://openalex.org/W2766315367","https://openalex.org/W2932083555","https://openalex.org/W2943545929","https://openalex.org/W2945809413","https://openalex.org/W2957414648","https://openalex.org/W2965638232","https://openalex.org/W2985335644","https://openalex.org/W2990201021","https://openalex.org/W2990278031","https://openalex.org/W2998449272","https://openalex.org/W3003376220","https://openalex.org/W3034684132","https://openalex.org/W3035284915","https://openalex.org/W3035422681","https://openalex.org/W3039479109","https://openalex.org/W3107944836","https://openalex.org/W3113755791","https://openalex.org/W3122006940","https://openalex.org/W3126855404","https://openalex.org/W3138516171","https://openalex.org/W3166092877","https://openalex.org/W3173370190","https://openalex.org/W3176152216","https://openalex.org/W3212645988","https://openalex.org/W4214561053","https://openalex.org/W4214831601","https://openalex.org/W4285161446","https://openalex.org/W4293731746","https://openalex.org/W4309669573","https://openalex.org/W4312651322","https://openalex.org/W4313008766","https://openalex.org/W4313546627","https://openalex.org/W4315606099","https://openalex.org/W4319879007","https://openalex.org/W4376126900","https://openalex.org/W4382999274","https://openalex.org/W4384161798","https://openalex.org/W4386066371","https://openalex.org/W4386075647","https://openalex.org/W4387757595","https://openalex.org/W4387968414","https://openalex.org/W4389491034","https://openalex.org/W4390872460","https://openalex.org/W4391617014","https://openalex.org/W4391791419","https://openalex.org/W4392152057","https://openalex.org/W4392346283","https://openalex.org/W4392824656","https://openalex.org/W4399526541","https://openalex.org/W4399563113","https://openalex.org/W4400418313","https://openalex.org/W4400943948","https://openalex.org/W4401367304","https://openalex.org/W4401756749","https://openalex.org/W4402727868","https://openalex.org/W4403081532","https://openalex.org/W4403791281","https://openalex.org/W4404521034","https://openalex.org/W4405718380","https://openalex.org/W4406415424","https://openalex.org/W4406457466","https://openalex.org/W4406857472","https://openalex.org/W4408140735","https://openalex.org/W4409368316","https://openalex.org/W4410029423"],"related_works":["https://openalex.org/W2329500892","https://openalex.org/W28991112","https://openalex.org/W2370726991","https://openalex.org/W2369710579","https://openalex.org/W4327728159","https://openalex.org/W4394266730","https://openalex.org/W1990856605","https://openalex.org/W2053783616","https://openalex.org/W2545348020","https://openalex.org/W2912751582"],"abstract_inverted_index":{"Existing":[0],"single-modal":[1,50,146,190],"and":[2,30,38,51,147,191],"multi-modal":[3,52,148,192],"salient":[4],"object":[5],"detection":[6],"(SOD)":[7],"methods":[8],"focus":[9],"on":[10,145,180],"designing":[11],"specific":[12],"architectures":[13],"tailored":[14],"for":[15,24],"their":[16],"respective":[17],"tasks.":[18,69,194],"However,":[19],"developing":[20],"completely":[21],"different":[22,25,68],"models":[23],"tasks":[26],"leads":[27],"to":[28,47,74,105,116,187],"labor":[29],"time":[31],"consumption,":[32],"as":[33,35],"well":[34],"high":[36],"computational":[37],"practical":[39],"deployment":[40],"costs.":[41],"In":[42,123],"this":[43,81],"paper,":[44],"we":[45],"attempt":[46],"address":[48],"both":[49],"SOD":[53,103,193],"in":[54],"a":[55,132,168],"unified":[56,169],"framework":[57,156],"called":[58],"UniSOD,":[59],"which":[60,94,139],"fully":[61],"exploits":[62],"the":[63,99,118,155],"overlapping":[64],"prior":[65],"knowledge":[66],"between":[67],"Nevertheless,":[70],"assigning":[71],"appropriate":[72],"strategies":[73],"modality":[75],"variable":[76],"inputs":[77,149],"is":[78,128],"challenging.":[79],"To":[80],"end,":[82],"UniSOD":[83,175],"learns":[84],"modality-aware":[85,126],"prompts":[86],"with":[87,167],"task-specific":[88],"hints":[89],"through":[90],"adaptive":[91],"prompt":[92,127,135],"learning,":[93],"are":[95],"seamlessly":[96],"plugged":[97],"into":[98],"proposed":[100],"pre-trained":[101],"baseline":[102],"model":[104,120],"handle":[106,159],"corresponding":[107],"tasks,":[108],"while":[109],"only":[110],"requiring":[111],"few":[112],"learnable":[113],"parameters":[114],"compared":[115],"training":[117],"entire":[119],"from":[121,131],"scratch.":[122],"particular,":[124],"each":[125],"solely":[129],"generated":[130],"homogeneous":[133],"switchable":[134],"generation":[136],"(SPG)":[137],"block,":[138],"adaptively":[140],"performs":[141],"structural":[142],"switching":[143],"based":[144],"without":[150],"manual":[151],"intervention,":[152],"ensuring":[153],"that":[154],"can":[157],"effectively":[158],"diverse":[160],"input":[161],"cases":[162],"(e.g.,":[163],"RGB-only,":[164],"RGB-D,":[165],"RGB-T)":[166],"approach.":[170],"Through":[171],"end-to-end":[172],"joint":[173],"training,":[174],"achieves":[176],"ovrall":[177],"competitive":[178],"performance":[179],"14":[181],"benchmark":[182],"datasets,":[183],"demonstrating":[184],"its":[185],"ability":[186],"efficiently":[188],"unify":[189],"Code":[195],"has":[196],"been":[197],"available":[198],"at":[199],"<uri":[200],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[201],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/Angknpng/UniSOD</uri>":[202]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
