{"id":"https://openalex.org/W4403997026","doi":"https://doi.org/10.1145/3702640","title":"Toward Oriented Fisheye Object Detection: Dataset and Baseline","display_name":"Toward Oriented Fisheye Object Detection: Dataset and Baseline","publication_year":2024,"publication_date":"2024-11-02","ids":{"openalex":"https://openalex.org/W4403997026","doi":"https://doi.org/10.1145/3702640"},"language":"en","primary_location":{"id":"doi:10.1145/3702640","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3702640","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3702640","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3702640","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114859214","display_name":"Jialin Yang","orcid":"https://orcid.org/0009-0003-4345-976X"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jialin Yang","raw_affiliation_strings":["Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, Beijing, China","Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, China"],"raw_orcid":"https://orcid.org/0009-0003-4345-976X","affiliations":[{"raw_affiliation_string":"Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050402282","display_name":"Chunyu Lin","orcid":"https://orcid.org/0000-0003-2847-0349"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunyu Lin","raw_affiliation_strings":["Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, Beijing, China","Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, China"],"raw_orcid":"https://orcid.org/0000-0003-2847-0349","affiliations":[{"raw_affiliation_string":"Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047964558","display_name":"Lang Nie","orcid":"https://orcid.org/0000-0002-7776-889X"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lang Nie","raw_affiliation_strings":["Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, Beijing, China","Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, China"],"raw_orcid":"https://orcid.org/0000-0002-7776-889X","affiliations":[{"raw_affiliation_string":"Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075390385","display_name":"Zisen Kong","orcid":"https://orcid.org/0000-0002-0954-3330"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zisen Kong","raw_affiliation_strings":["Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, Beijing, China","Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, China"],"raw_orcid":"https://orcid.org/0000-0002-0954-3330","affiliations":[{"raw_affiliation_string":"Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005460221","display_name":"Jiapeng Wang","orcid":"https://orcid.org/0009-0001-8314-9737"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiapeng Wang","raw_affiliation_strings":["Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, Beijing, China","Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, China"],"raw_orcid":"https://orcid.org/0009-0001-8314-9737","affiliations":[{"raw_affiliation_string":"Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100362745","display_name":"Yao Zhao","orcid":"https://orcid.org/0000-0002-8581-9554"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Zhao","raw_affiliation_strings":["Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, Beijing, China","Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, China"],"raw_orcid":"https://orcid.org/0000-0002-8581-9554","affiliations":[{"raw_affiliation_string":"Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"Institute of Information Science, Beijing Key Laboratory of Advanced Information Science and Network Technology, Beijing Jiaotong University, China","institution_ids":["https://openalex.org/I21193070"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5114859214"],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":null,"apc_paid":null,"fwci":0.2244,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52870886,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"21","issue":"1","first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9954000115394592,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9954000115394592,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9563999772071838,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8833643198013306},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.7461389899253845},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47347819805145264},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4710010588169098},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4126521944999695}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8833643198013306},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.7461389899253845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47347819805145264},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4710010588169098},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4126521944999695},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3702640","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3702640","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3702640","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3702640","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3702640","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3702640","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.7099999785423279}],"awards":[{"id":"https://openalex.org/G3130773803","display_name":null,"funder_award_id":"62172032","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"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403997026.pdf"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W2027126916","https://openalex.org/W2037227137","https://openalex.org/W2102605133","https://openalex.org/W2150066425","https://openalex.org/W2400138547","https://openalex.org/W2746314669","https://openalex.org/W2765407302","https://openalex.org/W2887374115","https://openalex.org/W2898337423","https://openalex.org/W2901888961","https://openalex.org/W2953106684","https://openalex.org/W2962777203","https://openalex.org/W2962921175","https://openalex.org/W2963037989","https://openalex.org/W2964121744","https://openalex.org/W2982363097","https://openalex.org/W2989604896","https://openalex.org/W2992308087","https://openalex.org/W2997747012","https://openalex.org/W3004734937","https://openalex.org/W3018757597","https://openalex.org/W3035049382","https://openalex.org/W3092663126","https://openalex.org/W3096609285","https://openalex.org/W3118955432","https://openalex.org/W3173658130","https://openalex.org/W3175496347","https://openalex.org/W3180134609","https://openalex.org/W3197310284","https://openalex.org/W3209586559","https://openalex.org/W4214540501","https://openalex.org/W4214648418","https://openalex.org/W4221146420","https://openalex.org/W4226013992","https://openalex.org/W4283724275","https://openalex.org/W4283802017","https://openalex.org/W4285345667","https://openalex.org/W4293584584","https://openalex.org/W4308449898","https://openalex.org/W4311726887","https://openalex.org/W4315705044","https://openalex.org/W4320487943","https://openalex.org/W4376852278","https://openalex.org/W6779679448"],"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":{"Fisheye":[0],"object":[1,38,84],"detection":[2,39,85,120],"is":[3],"challenging":[4],"due":[5],"to":[6,13,108,117,122,167,170],"the":[7,22,30,71,114,135,149,176],"fisheye":[8,37,65,83,91,111],"distortion,":[9],"which":[10],"inclines":[11],"objects":[12],"different":[14],"extents":[15],"and":[16,139,164,195],"pushes":[17],"extensive":[18],"irrelevant":[19],"pixels":[20],"into":[21,157],"predicted":[23],"horizontal":[24],"bounding":[25,46],"box":[26,47],"(HBB).":[27],"To":[28,58],"address":[29],"problems":[31],"above,":[32],"we":[33,80,95,125,146],"establish":[34],"a":[35,82,98],"new":[36],"dataset":[40,76,194],"(named":[41,87],"FishOBB)":[42],"with":[43,89],"compact":[44],"oriented":[45,128],"(OBB)":[48],"annotations,":[49],"as":[50,52],"well":[51],"an":[53,127],"OBB-customized":[54],"mosaic":[55],"augmentation":[56],"technology.":[57],"our":[59,180],"knowledge,":[60],"there":[61],"are":[62,197],"very":[63],"few":[64],"datasets":[66,190],"labeled":[67],"by":[68,105],"OBB,":[69],"especially":[70],"open":[72],"source":[73],"forword":[74],"view":[75],"like":[77,191],"ours.":[78],"Besides,":[79],"provide":[81],"baseline":[86],"FDA-YOLO)":[88],"two":[90,150],"adaption":[92,151],"units.":[93],"Concretely,":[94],"first":[96],"design":[97],"distortion":[99],"orientation":[100],"aggregation":[101],"(DOA)":[102],"unit":[103],"guided":[104],"polar":[106],"sampling":[107],"capture":[109],"distortion-aware":[110],"features.":[112],"On":[113],"other":[115,188],"hand,":[116],"transfer":[118],"HBB-based":[119],"models":[121],"OBB-based":[123],"counterparts,":[124],"propose":[126],"anchor":[129],"attention":[130],"unit.":[131],"It":[132],"automatically":[133],"weights":[134],"unbalanced":[136],"positive/negative":[137],"samples":[138],"facilitates":[140],"convergence":[141],"for":[142],"multi-anchor":[143],"models.":[144],"Finally,":[145],"demonstrate":[147],"that":[148],"units":[152],"can":[153],"be":[154],"easily":[155],"integrated":[156],"various":[158],"anchor-based":[159],"YOLO":[160],"methods,":[161],"e.g.,":[162],"ScaledYOLOv4":[163],"YOLOv7,":[165],"contributing":[166],"superior":[168],"performance":[169,186],"existing":[171],"state-of-the-art":[172],"(SoTA)":[173],"solutions":[174],"in":[175],"proposed":[177],"dataset.":[178],"Meanwhile,":[179],"method":[181],"has":[182],"also":[183],"achieved":[184],"SoTA":[185],"on":[187],"popular":[189],"WEPDTOF.":[192],"The":[193],"code":[196],"released":[198],"at":[199],"https://github.com/lukanightfever/FishOBB":[200],".":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2024-11-02T00:00:00"}