{"id":"https://openalex.org/W3131804975","doi":"https://doi.org/10.1109/tnnls.2021.3055548","title":"Massive-Scale Aerial Photo Categorization by Cross-Resolution Visual Perception Enhancement","display_name":"Massive-Scale Aerial Photo Categorization by Cross-Resolution Visual Perception Enhancement","publication_year":2021,"publication_date":"2021-02-16","ids":{"openalex":"https://openalex.org/W3131804975","doi":"https://doi.org/10.1109/tnnls.2021.3055548","mag":"3131804975","pmid":"https://pubmed.ncbi.nlm.nih.gov/33587709"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2021.3055548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2021.3055548","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5031755593","display_name":"Luming Zhang","orcid":"https://orcid.org/0000-0001-7187-6526"},"institutions":[{"id":"https://openalex.org/I146620803","display_name":"Wenzhou University","ror":"https://ror.org/020hxh324","country_code":"CN","type":"education","lineage":["https://openalex.org/I146620803"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Luming Zhang","raw_affiliation_strings":["College of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou, China","institution_ids":["https://openalex.org/I146620803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100699785","display_name":"Xiaoqin Zhang","orcid":"https://orcid.org/0000-0003-0958-7285"},"institutions":[{"id":"https://openalex.org/I146620803","display_name":"Wenzhou University","ror":"https://ror.org/020hxh324","country_code":"CN","type":"education","lineage":["https://openalex.org/I146620803"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoqin Zhang","raw_affiliation_strings":["College of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou, China","institution_ids":["https://openalex.org/I146620803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081346568","display_name":"Mingliang Xu","orcid":"https://orcid.org/0000-0002-6885-3451"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingliang Xu","raw_affiliation_strings":["Center for Interdisciplinary Information Science Research, Zhengzhou University, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"Center for Interdisciplinary Information Science Research, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082634513","display_name":"Ling Shao","orcid":"https://orcid.org/0000-0002-8264-6117"},"institutions":[{"id":"https://openalex.org/I4210116052","display_name":"Inception Institute of Artificial Intelligence","ror":"https://ror.org/02664zk40","country_code":"AE","type":"facility","lineage":["https://openalex.org/I4210116052"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ling Shao","raw_affiliation_strings":["Inception Institute of Artificial Intelligence, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"Inception Institute of Artificial Intelligence, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210116052"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031755593"],"corresponding_institution_ids":["https://openalex.org/I146620803"],"apc_list":null,"apc_paid":null,"fwci":0.5764,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.66888889,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"33","issue":"8","first_page":"4017","last_page":"4030"},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9994000196456909,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9972000122070312,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7324907183647156},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7250330448150635},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.56766277551651},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5638315677642822},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.5594555139541626},{"id":"https://openalex.org/keywords/aerial-image","display_name":"Aerial image","score":0.5489854216575623},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.4784441292285919},{"id":"https://openalex.org/keywords/aerial-photography","display_name":"Aerial photography","score":0.47074824571609497},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.416969358921051},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36320698261260986},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.23670262098312378},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19277417659759521},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.151490718126297}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7324907183647156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7250330448150635},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.56766277551651},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5638315677642822},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.5594555139541626},{"id":"https://openalex.org/C2776429412","wikidata":"https://www.wikidata.org/wiki/Q4688011","display_name":"Aerial image","level":3,"score":0.5489854216575623},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.4784441292285919},{"id":"https://openalex.org/C133214962","wikidata":"https://www.wikidata.org/wiki/Q191839","display_name":"Aerial photography","level":2,"score":0.47074824571609497},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.416969358921051},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36320698261260986},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.23670262098312378},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19277417659759521},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.151490718126297},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014785","descriptor_name":"Vision, Ocular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014785","descriptor_name":"Vision, Ocular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014785","descriptor_name":"Vision, Ocular","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2021.3055548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2021.3055548","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:33587709","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33587709","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.6299999952316284}],"awards":[{"id":"https://openalex.org/G133414184","display_name":null,"funder_award_id":"U2033210","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G346084562","display_name":null,"funder_award_id":"LR17F030001","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G3796144338","display_name":null,"funder_award_id":"61922064","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"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W76974083","https://openalex.org/W1551774182","https://openalex.org/W1566135517","https://openalex.org/W1686810756","https://openalex.org/W1933900011","https://openalex.org/W1969294188","https://openalex.org/W1972456504","https://openalex.org/W1972715665","https://openalex.org/W1977671496","https://openalex.org/W1982410540","https://openalex.org/W1983141676","https://openalex.org/W1991367009","https://openalex.org/W2010181071","https://openalex.org/W2010632104","https://openalex.org/W2027922120","https://openalex.org/W2071309849","https://openalex.org/W2085789144","https://openalex.org/W2087044413","https://openalex.org/W2088049833","https://openalex.org/W2097018403","https://openalex.org/W2102605133","https://openalex.org/W2108598243","https://openalex.org/W2109255472","https://openalex.org/W2115467367","https://openalex.org/W2139006302","https://openalex.org/W2151375682","https://openalex.org/W2152100107","https://openalex.org/W2152161678","https://openalex.org/W2161969291","https://openalex.org/W2162915993","https://openalex.org/W2168728412","https://openalex.org/W2191616647","https://openalex.org/W2194775991","https://openalex.org/W2300834733","https://openalex.org/W2343536988","https://openalex.org/W2460702140","https://openalex.org/W2474669615","https://openalex.org/W2546523301","https://openalex.org/W2556838012","https://openalex.org/W2559793483","https://openalex.org/W2562363172","https://openalex.org/W2587289508","https://openalex.org/W2603242634","https://openalex.org/W2614780160","https://openalex.org/W2732026016","https://openalex.org/W2798365843","https://openalex.org/W2798951992","https://openalex.org/W2804211749","https://openalex.org/W2809843831","https://openalex.org/W2811197153","https://openalex.org/W2889606600","https://openalex.org/W2890334714","https://openalex.org/W2895187988","https://openalex.org/W2898682679","https://openalex.org/W2904958266","https://openalex.org/W2911788474","https://openalex.org/W2962762068","https://openalex.org/W2962944050","https://openalex.org/W2963179609","https://openalex.org/W2963802337","https://openalex.org/W2964081807","https://openalex.org/W2964255128","https://openalex.org/W3099887033","https://openalex.org/W3118608800","https://openalex.org/W6601848957","https://openalex.org/W6637373629","https://openalex.org/W6638894083","https://openalex.org/W6678011394","https://openalex.org/W6679655593","https://openalex.org/W6679792166","https://openalex.org/W6681785522","https://openalex.org/W6682974852","https://openalex.org/W6684191040","https://openalex.org/W6741002519","https://openalex.org/W6764750447","https://openalex.org/W6787972765","https://openalex.org/W6793289451"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W1977852414","https://openalex.org/W2047139419","https://openalex.org/W4388913932","https://openalex.org/W4309130263","https://openalex.org/W1951490636","https://openalex.org/W2372478594","https://openalex.org/W2652346890","https://openalex.org/W2386046054"],"abstract_inverted_index":{"Categorizing":[0],"aerial":[1,41,59,79,92,97,115,152,169,175,213,232,240],"photographs":[2,60,98],"with":[3,63,133,264],"varied":[4],"weather/lighting":[5],"conditions":[6],"and":[7,20,69,71,82,102],"sophisticated":[8],"geomorphic":[9],"factors":[10],"is":[11,208],"a":[12,44,85,134,160,185,204,230],"key":[13],"module":[14,89],"in":[15,43],"autonomous":[16],"navigation,":[17],"environmental":[18],"evaluation,":[19],"so":[21],"on.":[22],"Previous":[23],"image":[24],"recognizers":[25],"cannot":[26],"fulfill":[27],"this":[28],"task":[29],"due":[30,48],"to":[31,49,74,90,113,125,179,210,223],"three":[32],"challenges:":[33],"1)":[34],"localizing":[35],"visually/semantically":[36],"salient":[37,163],"regions":[38],"within":[39],"each":[40,151,212],"photograph":[42,80,93,170,176,241],"weakly":[45,155],"annotated":[46],"context":[47],"the":[50,108,121,127,192,199,217,225,245,251,265],"unaffordable":[51],"human":[52,180,267],"resources":[53],"required":[54],"for":[55,77],"pixel-level":[56],"annotation;":[57],"2)":[58],"are":[61,99,103,260],"generally":[62],"multiple":[64,168],"informative":[65],"attributes":[66],"(e.g.,":[67],"clarity":[68],"reflectivity),":[70],"we":[72,111,139,183],"have":[73,243],"encode":[75],"them":[76],"better":[78],"modeling;":[81],"3)":[83],"designing":[84],"cross-domain":[86,205],"knowledge":[87],"transferal":[88],"enhance":[91,126],"perception":[94],"since":[95],"multiresolution":[96],"taken":[100],"asynchronistically":[101],"mutually":[104],"complementary.":[105],"To":[106],"handle":[107],"above":[109],"problems,":[110],"propose":[112],"optimize":[114,224],"photograph's":[116],"feature":[117,219,228],"learning":[118,129],"by":[119,165,190],"leveraging":[120],"low-resolution":[122,221],"spatial":[123],"composition":[124],"deep":[128,200,226],"of":[130,247],"perceptual":[131],"features":[132],"high":[135],"resolution.":[136],"More":[137],"specifically,":[138],"first":[140],"extract":[141],"many":[142],"BING-based":[143],"object":[144,194],"patches":[145,195],"(Cheng":[146],"et":[147],"al.,":[148],"2014)":[149],"from":[150,220,229],"photograph.":[153,214,233],"A":[154],"supervised":[156],"ranking":[157],"algorithm":[158],"selects":[159],"few":[161],"semantically":[162],"ones":[164],"seamlessly":[166],"incorporating":[167],"attributes.":[171],"Toward":[172],"an":[173],"interpretable":[174],"recognizer":[177],"indicative":[178],"visual":[181],"perception,":[182],"construct":[184],"gaze":[186,268],"shifting":[187,269],"path":[188],"(GSP)":[189],"linking":[191],"top-ranking":[193],"and,":[196],"subsequently,":[197],"derive":[198],"GSP":[201,227],"feature.":[202],"Finally,":[203],"multilabel":[206],"SVM":[207],"formulated":[209],"categorize":[211],"It":[215],"leverages":[216],"global":[218],"counterparts":[222],"high-resolution":[231],"Comparative":[234],"results":[235],"on":[236],"our":[237,248,257],"compiled":[238],"million-scale":[239],"set":[242],"demonstrated":[244],"competitiveness":[246],"approach.":[249],"Besides,":[250],"eye-tracking":[252],"experiment":[253],"has":[254],"shown":[255],"that":[256],"ranking-based":[258],"GSPs":[259],"over":[261],"92%":[262],"consistent":[263],"real":[266],"sequences.":[270]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
