{"id":"https://openalex.org/W4407937864","doi":"https://doi.org/10.1109/tgrs.2025.3545416","title":"Scale-Aware Pruning Framework for Remote Sensing Object Detection via Multifeature Representation","display_name":"Scale-Aware Pruning Framework for Remote Sensing Object Detection via Multifeature Representation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407937864","doi":"https://doi.org/10.1109/tgrs.2025.3545416"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2025.3545416","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3545416","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","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/A5024283292","display_name":"Zhuping Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuping Hu","raw_affiliation_strings":["School of Electronic Engineering, Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China","Key Laboratory of Collaborative Intelligence Systems, School of Electronic Engineering, Ministry of Education, Xidian University, Xi&#x2019;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Collaborative Intelligence Systems, School of Electronic Engineering, Ministry of Education, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091227928","display_name":"Maoguo Gong","orcid":"https://orcid.org/0000-0002-0415-8556"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maoguo Gong","raw_affiliation_strings":["School of Electronic Engineering, Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China","Key Laboratory of Collaborative Intelligence Systems, School of Electronic Engineering, Ministry of Education, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-0415-8556","affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Collaborative Intelligence Systems, School of Electronic Engineering, Ministry of Education, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101429221","display_name":"Yue Zhao","orcid":"https://orcid.org/0000-0002-2550-6900"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Zhao","raw_affiliation_strings":["School of Electronic Engineering, Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China","Key Laboratory of Collaborative Intelligence Systems, School of Electronic Engineering, Ministry of Education, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-2550-6900","affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Collaborative Intelligence Systems, School of Electronic Engineering, Ministry of Education, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100432821","display_name":"Mingyang Zhang","orcid":"https://orcid.org/0000-0002-9768-516X"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyang Zhang","raw_affiliation_strings":["School of Electronic Engineering, Xidian University, Xi&#x2019;an, China","Key Laboratory of Collaborative Intelligence Systems, School of Electronic Engineering, Ministry of Education, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-9768-516X","affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Collaborative Intelligence Systems, School of Electronic Engineering, Ministry of Education, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070037702","display_name":"Yiheng Lu","orcid":"https://orcid.org/0000-0002-6723-0156"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiheng Lu","raw_affiliation_strings":["Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China","Key Laboratory of Integrated Services Networks, School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Integrated Services Networks, School of Computer Science and Technology, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103165266","display_name":"Jianzhao Li","orcid":"https://orcid.org/0000-0002-1524-1363"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianzhao Li","raw_affiliation_strings":["Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China","Key Laboratory of Collaborative Intelligence Systems, School of Electronic Engineering, Ministry of Education, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-1524-1363","affiliations":[{"raw_affiliation_string":"Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Collaborative Intelligence Systems, School of Electronic Engineering, Ministry of Education, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103067543","display_name":"Yan Pu","orcid":"https://orcid.org/0000-0002-7291-8414"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Pu","raw_affiliation_strings":["School of Electronic Engineering, Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China","Key Laboratory of Collaborative Intelligence Systems, School of Electronic Engineering, Ministry of Education, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-7291-8414","affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Key Laboratory of Collaborative Intelligence Systems, Ministry of Education, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Collaborative Intelligence Systems, School of Electronic Engineering, Ministry of Education, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100434571","display_name":"Zhao Wang","orcid":"https://orcid.org/0000-0003-3976-7439"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Wang","raw_affiliation_strings":["School of Electronic Engineering, Xidian University, Xi&#x2019;an, China","Key Laboratory of Collaborative Intelligence Systems, School of Electronic Engineering, Ministry of Education, Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-3976-7439","affiliations":[{"raw_affiliation_string":"School of Electronic Engineering, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Key Laboratory of Collaborative Intelligence Systems, School of Electronic Engineering, Ministry of Education, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":4.4114,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.94088422,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.8981000185012817,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.8981000185012817,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.8428000211715698,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.8040000200271606,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.7565891146659851},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6345948576927185},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6271068453788757},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.6018433570861816},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5839917659759521},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5609026551246643},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.550026535987854},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5488404631614685},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4861707091331482},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42995429039001465},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41200077533721924},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1173851490020752}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7565891146659851},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6345948576927185},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6271068453788757},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.6018433570861816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5839917659759521},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5609026551246643},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.550026535987854},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5488404631614685},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4861707091331482},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42995429039001465},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41200077533721924},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1173851490020752},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2025.3545416","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3545416","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1949608614","display_name":null,"funder_award_id":"62036006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3925112687","display_name":null,"funder_award_id":"62376205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8775269202","display_name":null,"funder_award_id":"62306221","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":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1624980979","https://openalex.org/W2009095018","https://openalex.org/W2412588858","https://openalex.org/W2512351403","https://openalex.org/W2577537809","https://openalex.org/W2800388963","https://openalex.org/W2928560789","https://openalex.org/W2959289524","https://openalex.org/W2962851801","https://openalex.org/W2963037989","https://openalex.org/W2964233199","https://openalex.org/W2986801383","https://openalex.org/W2994928934","https://openalex.org/W3021297918","https://openalex.org/W3028304412","https://openalex.org/W3033282154","https://openalex.org/W3033960544","https://openalex.org/W3086711397","https://openalex.org/W3097488521","https://openalex.org/W3100837220","https://openalex.org/W3136450870","https://openalex.org/W3184606595","https://openalex.org/W3216244838","https://openalex.org/W4226126941","https://openalex.org/W4280563474","https://openalex.org/W4311995747","https://openalex.org/W4312290555","https://openalex.org/W4377001513","https://openalex.org/W4384824602","https://openalex.org/W4387250455","https://openalex.org/W4390826350","https://openalex.org/W4394597024","https://openalex.org/W4400680087","https://openalex.org/W4404840301","https://openalex.org/W4405270593","https://openalex.org/W6620707391","https://openalex.org/W6625220217","https://openalex.org/W6726275242","https://openalex.org/W6729092785","https://openalex.org/W6739917289"],"related_works":["https://openalex.org/W2373300491","https://openalex.org/W2395294869","https://openalex.org/W2378744544","https://openalex.org/W2594301978","https://openalex.org/W2379704676","https://openalex.org/W1998810860","https://openalex.org/W4206442282","https://openalex.org/W2384505857","https://openalex.org/W2355171581","https://openalex.org/W4229439743"],"abstract_inverted_index":{"With":[0],"the":[1,28,67,125,159,169,179,183,191,196,205,217,222,229,232],"rapid":[2],"advancements":[3],"in":[4,70,175,234],"computer":[5],"vision,":[6],"high-resolution":[7],"remote":[8,58],"sensing":[9,59],"imagery":[10],"has":[11],"become":[12],"a":[13,35,51,79,86],"crucial":[14,141],"data":[15],"source":[16],"for":[17,142,221],"object":[18,60,71,235],"detection.":[19],"Nevertheless,":[20],"effectively":[21,39],"utilizing":[22],"limited":[23],"computational":[24,129],"resources":[25,220],"and":[26,83,106,128,146,185,199,209],"reducing":[27],"burden":[29],"on":[30],"satellite":[31],"edge":[32],"devices":[33],"remains":[34],"significant":[36],"challenge.":[37],"To":[38,153],"reduce":[40,124,182],"model":[41,112,126,233],"complexity":[42],"while":[43],"maintaining":[44],"its":[45,239],"representational":[46,192],"capacity,":[47],"this":[48,64,119,156],"article":[49,65,157],"proposes":[50],"scale-aware":[52],"pruning":[53,120],"framework":[54],"(SAPF)":[55],"to":[56,102,110,123,167,203,237],"enhance":[57,111],"detection":[61,72,236],"ability.":[62],"First,":[63],"classifies":[66],"convolutional":[68,91,135,162],"layers":[69,77,84,92,136,163],"models":[73],"into":[74],"two":[75],"categories:":[76],"with":[78,85,93,137,164],"single-scale":[80,94],"feature":[81,88,104,144],"representation":[82],"multiscale":[87,138,176],"representation.":[89],"For":[90],"features,":[95],"we":[96,214],"utilize":[97],"singular":[98],"value":[99],"decomposition":[100],"(SVD)":[101],"quantify":[103],"importance":[105],"assess":[107],"filter":[108],"redundancy":[109],"efficiency.":[113],"By":[114],"removing":[115],"less":[116],"critical":[117],"filters,":[118],"criteria":[121],"aims":[122],"size":[127],"load":[130],"without":[131],"compromising":[132],"performance.":[133,241],"However,":[134],"features":[139,174],"are":[140,201],"optimizing":[143],"extraction":[145],"balancing":[147],"information":[148],"capture":[149],"across":[150],"various":[151,172],"scales.":[152],"address":[154],"this,":[155],"evaluates":[158],"similarity":[160],"between":[161],"different":[165],"scales":[166],"determine":[168],"contribution":[170],"of":[171,231],"scale":[173],"fusion.":[177],"Surprisingly,":[178],"SAPF":[180,225],"can":[181,215,226],"FLOPs":[184],"parameters,":[186],"as":[187,189],"well":[188],"ensure":[190,238],"ability":[193],"obviously":[194],"when":[195],"YOLO":[197],"v5s":[198],"Faster-RCNN":[200],"adopted":[202],"classify":[204],"NWPU":[206],"VHR-10,":[207],"RSOD,":[208],"SIMD":[210],"datasets.":[211],"This":[212],"means":[213],"save":[216],"training":[218],"computation":[219],"model.":[223],"Additionally,":[224],"significantly":[227],"improve":[228],"efficiency":[230],"real-time":[240]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
