{"id":"https://openalex.org/W4293731746","doi":"https://doi.org/10.1109/tcsvt.2022.3202563","title":"HRTransNet: HRFormer-Driven Two-Modality Salient Object Detection","display_name":"HRTransNet: HRFormer-Driven Two-Modality Salient Object Detection","publication_year":2022,"publication_date":"2022-08-29","ids":{"openalex":"https://openalex.org/W4293731746","doi":"https://doi.org/10.1109/tcsvt.2022.3202563"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2022.3202563","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3202563","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":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2301.03036","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000882226","display_name":"Bin Tang","orcid":"https://orcid.org/0000-0002-4577-8882"},"institutions":[{"id":"https://openalex.org/I39774598","display_name":"Hefei University","ror":"https://ror.org/01f5rdf64","country_code":"CN","type":"education","lineage":["https://openalex.org/I39774598"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bin Tang","raw_affiliation_strings":["School of Artificial Intelligence and Big Data, Hefei University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Big Data, Hefei University, Hefei, China","institution_ids":["https://openalex.org/I39774598"]}]},{"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"],"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"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050469485","display_name":"Yacheng Tan","orcid":"https://orcid.org/0000-0002-6686-4093"},"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":"Yacheng Tan","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"],"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"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100720511","display_name":"Qian He","orcid":null},"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":"Qian He","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"],"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"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5000882226"],"corresponding_institution_ids":["https://openalex.org/I39774598"],"apc_list":null,"apc_paid":null,"fwci":11.2289,"has_fulltext":true,"cited_by_count":125,"citation_normalized_percentile":{"value":0.99081044,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"33","issue":"2","first_page":"728","last_page":"742"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":1.0,"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":1.0,"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":0.9987000226974487,"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":0.9911999702453613,"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/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6548453569412231},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6241519451141357},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49915122985839844},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4726516306400299},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.45119425654411316},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3059856593608856}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6548453569412231},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6241519451141357},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49915122985839844},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4726516306400299},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.45119425654411316},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3059856593608856}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcsvt.2022.3202563","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3202563","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"},{"id":"pmh:oai:arXiv.org:2301.03036","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2301.03036","pdf_url":"https://arxiv.org/pdf/2301.03036","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2301.03036","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2301.03036","pdf_url":"https://arxiv.org/pdf/2301.03036","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6535973848","display_name":null,"funder_award_id":"21-22RC14","funder_id":"https://openalex.org/F4320326536","funder_display_name":"Hefei University"},{"id":"https://openalex.org/G7284985534","display_name":null,"funder_award_id":"1908085MF182","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G83271555","display_name":null,"funder_award_id":"YJS20210047","funder_id":"https://openalex.org/F4320329899","funder_display_name":"Scientific Research Foundation of Education Department of Anhui Province of China"},{"id":"https://openalex.org/G8478503736","display_name":null,"funder_award_id":"1908085","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"}],"funders":[{"id":"https://openalex.org/F4320326536","display_name":"Hefei University","ror":"https://ror.org/01f5rdf64"},{"id":"https://openalex.org/F4320329899","display_name":"Scientific Research Foundation of Education Department of Anhui Province of China","ror":null},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4293731746.pdf","grobid_xml":"https://content.openalex.org/works/W4293731746.grobid-xml"},"referenced_works_count":146,"referenced_works":["https://openalex.org/W20683899","https://openalex.org/W1772076007","https://openalex.org/W1920234547","https://openalex.org/W1966025376","https://openalex.org/W1976409045","https://openalex.org/W1982075130","https://openalex.org/W1993713494","https://openalex.org/W2039298799","https://openalex.org/W2100470808","https://openalex.org/W2194775991","https://openalex.org/W2337762808","https://openalex.org/W2358876993","https://openalex.org/W2531409750","https://openalex.org/W2607011617","https://openalex.org/W2741745116","https://openalex.org/W2767623212","https://openalex.org/W2787530955","https://openalex.org/W2793668851","https://openalex.org/W2796152967","https://openalex.org/W2804743778","https://openalex.org/W2887486131","https://openalex.org/W2916798096","https://openalex.org/W2917790938","https://openalex.org/W2921781974","https://openalex.org/W2923601983","https://openalex.org/W2924212574","https://openalex.org/W2940262938","https://openalex.org/W2942049721","https://openalex.org/W2945809413","https://openalex.org/W2957414648","https://openalex.org/W2963529609","https://openalex.org/W2963868681","https://openalex.org/W2963897031","https://openalex.org/W2965985103","https://openalex.org/W2972515477","https://openalex.org/W2984615777","https://openalex.org/W2985335644","https://openalex.org/W2990201021","https://openalex.org/W2997089731","https://openalex.org/W2998449272","https://openalex.org/W2999281281","https://openalex.org/W3002301267","https://openalex.org/W3006465601","https://openalex.org/W3011305844","https://openalex.org/W3014641072","https://openalex.org/W3018276607","https://openalex.org/W3021737479","https://openalex.org/W3031719679","https://openalex.org/W3034320133","https://openalex.org/W3035071066","https://openalex.org/W3035633116","https://openalex.org/W3039479109","https://openalex.org/W3046565475","https://openalex.org/W3047800102","https://openalex.org/W3083841777","https://openalex.org/W3092630514","https://openalex.org/W3096609285","https://openalex.org/W3097336090","https://openalex.org/W3111243176","https://openalex.org/W3115482207","https://openalex.org/W3116794818","https://openalex.org/W3118710621","https://openalex.org/W3120524049","https://openalex.org/W3120633509","https://openalex.org/W3121523901","https://openalex.org/W3125394276","https://openalex.org/W3126725132","https://openalex.org/W3127571973","https://openalex.org/W3127711404","https://openalex.org/W3132018008","https://openalex.org/W3134912427","https://openalex.org/W3135874576","https://openalex.org/W3138516171","https://openalex.org/W3140528754","https://openalex.org/W3152765238","https://openalex.org/W3158834850","https://openalex.org/W3159018159","https://openalex.org/W3159886901","https://openalex.org/W3162275167","https://openalex.org/W3163132162","https://openalex.org/W3163411367","https://openalex.org/W3163636357","https://openalex.org/W3164802490","https://openalex.org/W3166092877","https://openalex.org/W3170898657","https://openalex.org/W3171398643","https://openalex.org/W3171757599","https://openalex.org/W3173882198","https://openalex.org/W3177040887","https://openalex.org/W3177052299","https://openalex.org/W3181544371","https://openalex.org/W3183781492","https://openalex.org/W3185043317","https://openalex.org/W3188963955","https://openalex.org/W3191208739","https://openalex.org/W3194599279","https://openalex.org/W3196514649","https://openalex.org/W3196874672","https://openalex.org/W3197308605","https://openalex.org/W3197937825","https://openalex.org/W3197999001","https://openalex.org/W3202242435","https://openalex.org/W3202858245","https://openalex.org/W3203035638","https://openalex.org/W3203670180","https://openalex.org/W3204376324","https://openalex.org/W3205385460","https://openalex.org/W3205649091","https://openalex.org/W3206198586","https://openalex.org/W3207082488","https://openalex.org/W3207668590","https://openalex.org/W3208171623","https://openalex.org/W3208937872","https://openalex.org/W3210371470","https://openalex.org/W3211246039","https://openalex.org/W3212645988","https://openalex.org/W3213594560","https://openalex.org/W3217425316","https://openalex.org/W4205432963","https://openalex.org/W4205971281","https://openalex.org/W4206420686","https://openalex.org/W4214561053","https://openalex.org/W4214696292","https://openalex.org/W4224330024","https://openalex.org/W4225531230","https://openalex.org/W4226017195","https://openalex.org/W4287204411","https://openalex.org/W4306291600","https://openalex.org/W4312443924","https://openalex.org/W4312726009","https://openalex.org/W4313007769","https://openalex.org/W6761630670","https://openalex.org/W6767545893","https://openalex.org/W6794016440","https://openalex.org/W6794904954","https://openalex.org/W6797399245","https://openalex.org/W6798425921","https://openalex.org/W6800368573","https://openalex.org/W6802010497","https://openalex.org/W6803430441","https://openalex.org/W6803674551","https://openalex.org/W6804110123","https://openalex.org/W6804726753","https://openalex.org/W6810464507","https://openalex.org/W6840571137","https://openalex.org/W6846622074"],"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":{"The":[0,47,118],"High-Resolution":[1],"Transformer":[2],"(HRFormer)":[3],"can":[4],"maintain":[5],"high-resolution":[6],"representation":[7,111],"and":[8,25,73,79,169,190],"share":[9],"global":[10,71],"receptive":[11],"fields.":[12],"It":[13],"is":[14,44,50,63,98,151],"friendly":[15],"towards":[16],"salient":[17],"object":[18],"detection":[19],"(SOD)":[20],"in":[21,179],"which":[22],"the":[23,28,51,57,66,81,84,89,102,109,115,139,143,159,175],"input":[24,85],"output":[26,103,116,160],"have":[27],"same":[29],"resolution.":[30],"However,":[31],"two":[32],"critical":[33],"problems":[34],"need":[35],"to":[36,77,100,153],"be":[37],"solved":[38],"for":[39,128,182],"two-modality":[40,45,184],"SOD.":[41,193],"One":[42],"problem":[43,49],"fusion.":[46,54],"other":[48],"HRFormer":[52,150],"output\u2019s":[53],"To":[55,87],"address":[56],"first":[58,123],"problem,":[59,91],"a":[60,92],"supplementary":[61,132],"modality":[62,68,82,141],"injected":[64,137],"into":[65,138],"primary":[67,140],"by":[69,167],"using":[70],"optimization":[72],"an":[74,125],"attention":[75],"mechanism":[76],"select":[78],"purify":[80],"at":[83,114,142],"level.":[86,117],"solve":[88],"second":[90],"dual-direction":[93],"short":[94],"connection":[95],"fusion":[96],"module":[97],"used":[99],"optimize":[101],"features":[104,135,161],"of":[105,112,131,145,174],"HRFormer,":[106],"thereby":[107],"enhancing":[108],"detailed":[110],"objects":[113],"proposed":[119,176],"model,":[120],"named":[121],"HRTransNet,":[122],"introduces":[124],"auxiliary":[126],"stream":[127],"feature":[129],"extraction":[130],"modality.":[133],"Then,":[134],"are":[136,165],"beginning":[144],"each":[146],"multi-resolution":[147],"branch.":[148],"Next,":[149],"applied":[152],"achieve":[154],"forwarding":[155],"propagation.":[156],"Finally,":[157],"all":[158],"with":[162],"different":[163],"resolutions":[164],"aggregated":[166],"intra-feature":[168],"inter-feature":[170],"interactive":[171],"transformers.":[172],"Application":[173],"model":[177],"results":[178],"impressive":[180],"improvement":[181],"driving":[183],"SOD":[185],"tasks,":[186],"e.g.,":[187],"RGB-D,":[188],"RGB-T,":[189],"light":[191],"field":[192],"<uri":[194],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[195],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/liuzywen/HRTransNet</uri>":[196]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":46},{"year":2024,"cited_by_count":45},{"year":2023,"cited_by_count":19}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}