{"id":"https://openalex.org/W4387703012","doi":"https://doi.org/10.3390/rs15204991","title":"Hybrid Cross-Feature Interaction Attention Module for Object Detection in Intelligent Mobile Scenes","display_name":"Hybrid Cross-Feature Interaction Attention Module for Object Detection in Intelligent Mobile Scenes","publication_year":2023,"publication_date":"2023-10-17","ids":{"openalex":"https://openalex.org/W4387703012","doi":"https://doi.org/10.3390/rs15204991"},"language":"en","primary_location":{"id":"doi:10.3390/rs15204991","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15204991","pdf_url":"https://www.mdpi.com/2072-4292/15/20/4991/pdf?version=1697528564","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/20/4991/pdf?version=1697528564","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007648915","display_name":"Di Tian","orcid":"https://orcid.org/0000-0001-5049-6452"},"institutions":[{"id":"https://openalex.org/I181903023","display_name":"Xi'an Shiyou University","ror":"https://ror.org/040c7js64","country_code":"CN","type":"education","lineage":["https://openalex.org/I181903023"]},{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Tian","raw_affiliation_strings":["Mechanical Engineering College, Xi\u2019an Shiyou University, Xi\u2019an 710065, China","School of Automobile, Chang\u2019an University, Xi\u2019an 710064, China","Mechanical Engineering College, Xi'an Shiyou University, Xi'an 710065, China","School of Automobile, Chang'an University, Xi'an 710064, China"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering College, Xi\u2019an Shiyou University, Xi\u2019an 710065, China","institution_ids":["https://openalex.org/I181903023"]},{"raw_affiliation_string":"School of Automobile, Chang\u2019an University, Xi\u2019an 710064, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"Mechanical Engineering College, Xi'an Shiyou University, Xi'an 710065, China","institution_ids":["https://openalex.org/I181903023"]},{"raw_affiliation_string":"School of Automobile, Chang'an University, Xi'an 710064, China","institution_ids":["https://openalex.org/I25355098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086735553","display_name":"Yi Han","orcid":"https://orcid.org/0000-0001-8089-0805"},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi Han","raw_affiliation_strings":["School of Automobile, Chang\u2019an University, Xi\u2019an 710064, China","School of Automobile, Chang'an University, Xi'an 710064, China"],"affiliations":[{"raw_affiliation_string":"School of Automobile, Chang\u2019an University, Xi\u2019an 710064, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"School of Automobile, Chang'an University, Xi'an 710064, China","institution_ids":["https://openalex.org/I25355098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052998152","display_name":"Yongtao Liu","orcid":"https://orcid.org/0000-0003-3643-4276"},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongtao Liu","raw_affiliation_strings":["School of Automobile, Chang\u2019an University, Xi\u2019an 710064, China","School of Automobile, Chang'an University, Xi'an 710064, China"],"affiliations":[{"raw_affiliation_string":"School of Automobile, Chang\u2019an University, Xi\u2019an 710064, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"School of Automobile, Chang'an University, Xi'an 710064, China","institution_ids":["https://openalex.org/I25355098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102001640","display_name":"Jiabo Li","orcid":null},"institutions":[{"id":"https://openalex.org/I181903023","display_name":"Xi'an Shiyou University","ror":"https://ror.org/040c7js64","country_code":"CN","type":"education","lineage":["https://openalex.org/I181903023"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiabo Li","raw_affiliation_strings":["Mechanical Engineering College, Xi\u2019an Shiyou University, Xi\u2019an 710065, China","Mechanical Engineering College, Xi'an Shiyou University, Xi'an 710065, China"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering College, Xi\u2019an Shiyou University, Xi\u2019an 710065, China","institution_ids":["https://openalex.org/I181903023"]},{"raw_affiliation_string":"Mechanical Engineering College, Xi'an Shiyou University, Xi'an 710065, China","institution_ids":["https://openalex.org/I181903023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100405781","display_name":"Ping Zhang","orcid":"https://orcid.org/0000-0001-9163-6191"},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Zhang","raw_affiliation_strings":["School of Automobile, Chang\u2019an University, Xi\u2019an 710064, China","School of Automobile, Chang'an University, Xi'an 710064, China"],"affiliations":[{"raw_affiliation_string":"School of Automobile, Chang\u2019an University, Xi\u2019an 710064, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"School of Automobile, Chang'an University, Xi'an 710064, China","institution_ids":["https://openalex.org/I25355098"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100347785","display_name":"Ming Liu","orcid":"https://orcid.org/0000-0002-4500-238X"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ming Liu","raw_affiliation_strings":["Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5086735553"],"corresponding_institution_ids":["https://openalex.org/I25355098"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.4797,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65620186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"15","issue":"20","first_page":"4991","last_page":"4991"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","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/T10036","display_name":"Advanced Neural Network Applications","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":0.9995999932289124,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9990000128746033,"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":0.8642137050628662},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.6225603818893433},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.594802975654602},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5901062488555908},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5276766419410706},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4948100447654724},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.4945544898509979},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.46794477105140686},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4583032429218292},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38694828748703003},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0828237235546112}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8642137050628662},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.6225603818893433},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.594802975654602},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5901062488555908},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5276766419410706},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4948100447654724},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.4945544898509979},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.46794477105140686},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4583032429218292},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38694828748703003},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0828237235546112},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15204991","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15204991","pdf_url":"https://www.mdpi.com/2072-4292/15/20/4991/pdf?version=1697528564","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-132925","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-132925","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Article"},{"id":"pmh:oai:doaj.org/article:0656468884264e05821fb8df8213b211","is_oa":true,"landing_page_url":"https://doaj.org/article/0656468884264e05821fb8df8213b211","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 20, p 4991 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs15204991","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15204991","pdf_url":"https://www.mdpi.com/2072-4292/15/20/4991/pdf?version=1697528564","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3926151158","display_name":null,"funder_award_id":"2021YFB2601000","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4302849700","display_name":null,"funder_award_id":"2021YFB","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5517038434","display_name":null,"funder_award_id":"2020YFB","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8689087753","display_name":null,"funder_award_id":"2020YFB1713300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320336350","display_name":"Key Research and Development Projects of Shaanxi Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387703012.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1967903496","https://openalex.org/W2028199199","https://openalex.org/W2031489346","https://openalex.org/W2097117768","https://openalex.org/W2102605133","https://openalex.org/W2109255472","https://openalex.org/W2164598857","https://openalex.org/W2194775991","https://openalex.org/W2570343428","https://openalex.org/W2733535455","https://openalex.org/W2751193578","https://openalex.org/W2756464018","https://openalex.org/W2789609993","https://openalex.org/W2884367402","https://openalex.org/W2886335102","https://openalex.org/W2896690543","https://openalex.org/W2955058313","https://openalex.org/W2963037989","https://openalex.org/W2963091558","https://openalex.org/W2963420686","https://openalex.org/W2964231884","https://openalex.org/W2985858324","https://openalex.org/W2988916019","https://openalex.org/W3013211776","https://openalex.org/W3034552520","https://openalex.org/W3035564946","https://openalex.org/W3094197470","https://openalex.org/W3111535274","https://openalex.org/W3120536465","https://openalex.org/W3121523901","https://openalex.org/W3133661165","https://openalex.org/W3153465022","https://openalex.org/W3185748252","https://openalex.org/W4210457271","https://openalex.org/W4214493665","https://openalex.org/W4220827132","https://openalex.org/W4320002812","https://openalex.org/W6618372016","https://openalex.org/W7024549556"],"related_works":["https://openalex.org/W2022849497","https://openalex.org/W3081299480","https://openalex.org/W2407190427","https://openalex.org/W2919210741","https://openalex.org/W2907584218","https://openalex.org/W3002446410","https://openalex.org/W4390224712","https://openalex.org/W4322096758","https://openalex.org/W4206776094","https://openalex.org/W3154920669"],"abstract_inverted_index":{"Object":[0],"detection":[1,33,199],"is":[2],"one":[3],"of":[4,17,88,123,143,153,173,197],"the":[5,15,39,54,86,89,103,171,189,194],"fundamental":[6],"tasks":[7],"in":[8,14,34,62,139,179,200],"computer":[9],"vision,":[10],"holding":[11],"immense":[12],"significance":[13],"realm":[16],"intelligent":[18,35,201],"mobile":[19,36,202],"scenes.":[20,37,203],"This":[21,60,137],"paper":[22,40],"proposes":[23],"a":[24,63,121,140,150,162],"hybrid":[25,64],"cross-feature":[26],"interaction":[27,66,73,91,98],"(HCFI)":[28],"attention":[29,56,68,79,93,112,195],"module":[30,69,94,113],"for":[31,145,155],"object":[32,198],"Firstly,":[38],"introduces":[41],"multiple":[42],"kernel":[43],"(MK)":[44],"spatial":[45,78],"pyramid":[46],"pooling":[47],"(SPP)":[48],"based":[49],"on":[50,147,157],"SPP":[51],"and":[52,128,149,167],"improves":[53,193],"channel":[55],"using":[57],"its":[58],"structure.":[59],"results":[61,138,186],"cross-channel":[65,72],"(HCCI)":[67],"with":[70,95],"better":[71],"performance.":[74,99,136],"Additionally,":[75],"we":[76,107,160],"bolster":[77],"by":[80],"incorporating":[81],"dilated":[82],"convolutions,":[83],"leading":[84],"to":[85,116,169],"creation":[87],"cross-spatial":[90,97],"(CSI)":[92],"superior":[96,135],"By":[100],"seamlessly":[101],"combining":[102],"above":[104],"two":[105],"modules,":[106],"achieve":[108],"an":[109],"improved":[110],"HCFI":[111,168],"without":[114],"resorting":[115],"computationally":[117],"expensive":[118],"operations.":[119],"Through":[120],"series":[122],"experiments":[124],"involving":[125],"various":[126],"detectors":[127],"datasets,":[129],"our":[130],"proposed":[131,190],"method":[132,191],"consistently":[133],"demonstrates":[134],"performance":[141,151],"improvement":[142],"1.53%":[144],"YOLOX":[146],"COCO":[148],"boost":[152],"2.05%":[154],"YOLOv5":[156],"BDD100K.":[158],"Furthermore,":[159],"propose":[161],"solution":[163],"that":[164,188],"combines":[165],"HCCI":[166],"address":[170],"challenge":[172],"extremely":[174],"small":[175],"output":[176],"feature":[177],"layers":[178],"detectors,":[180],"such":[181],"as":[182],"SSD.":[183],"The":[184],"experimental":[185],"indicate":[187],"significantly":[192],"capability":[196]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}