{"id":"https://openalex.org/W4416429428","doi":"https://doi.org/10.1109/tgrs.2025.3635209","title":"Lightweightability Measurement and a General Lightweight Design Framework for On-Orbit Image Interpretation Neural Networks","display_name":"Lightweightability Measurement and a General Lightweight Design Framework for On-Orbit Image Interpretation Neural Networks","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416429428","doi":"https://doi.org/10.1109/tgrs.2025.3635209"},"language":null,"primary_location":{"id":"doi:10.1109/tgrs.2025.3635209","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3635209","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/A5021340766","display_name":"Yanhua Pang","orcid":"https://orcid.org/0000-0003-0037-0282"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanhua Pang","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090101808","display_name":"Guoxu Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoxu Zhou","raw_affiliation_strings":["School of Automation, Guangdong University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101497343","display_name":"Xin Meng","orcid":"https://orcid.org/0000-0001-7239-801X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Meng","raw_affiliation_strings":["School of Aerospace Science, Harbin Institute of Technology (Shenzhen), Shenzhen, China","School of Aerospace Science, Harbin Institute of Technology Shenzhen, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Aerospace Science, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Aerospace Science, Harbin Institute of Technology Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100405763","display_name":"Haipeng Wang","orcid":"https://orcid.org/0000-0003-4201-1122"},"institutions":[{"id":"https://openalex.org/I28813325","display_name":"Civil Aviation University of China","ror":"https://ror.org/03je71k37","country_code":"CN","type":"education","lineage":["https://openalex.org/I28813325"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haipeng Wang","raw_affiliation_strings":["Big Data Research Laboratory, Naval Aviation University, Yantai, China"],"affiliations":[{"raw_affiliation_string":"Big Data Research Laboratory, Naval Aviation University, Yantai, China","institution_ids":["https://openalex.org/I28813325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107748231","display_name":"Hao Liu","orcid":"https://orcid.org/0009-0004-2137-0892"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Liu","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053076020","display_name":"Xinlong Pan","orcid":"https://orcid.org/0000-0002-2615-8688"},"institutions":[{"id":"https://openalex.org/I4210162215","display_name":"Naval Aeronautical and Astronautical University","ror":"https://ror.org/02j2yhq26","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162215"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinlong Pan","raw_affiliation_strings":["Institute of Information Fusion, Naval Aeronautical University, Yantai, China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Fusion, Naval Aeronautical University, Yantai, China","institution_ids":["https://openalex.org/I4210162215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100427270","display_name":"Bo Chen","orcid":"https://orcid.org/0000-0001-7495-8885"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Chen","raw_affiliation_strings":["School of Aerospace Science, Harbin Institute of Technology (Shenzhen), Shenzhen, China","School of Aerospace Science, Harbin Institute of Technology Shenzhen, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Aerospace Science, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Aerospace Science, Harbin Institute of Technology Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5021340766"],"corresponding_institution_ids":["https://openalex.org/I139024713"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46503211,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"19"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11701","display_name":"Space Satellite Systems and Control","score":0.23520000278949738,"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"}},"topics":[{"id":"https://openalex.org/T11701","display_name":"Space Satellite Systems and Control","score":0.23520000278949738,"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":0.08100000023841858,"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/T12042","display_name":"Satellite Communication Systems","score":0.07209999859333038,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7124999761581421},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.5888000130653381},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.44929999113082886},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.38260000944137573},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.3197000026702881},{"id":"https://openalex.org/keywords/remote-sensing-application","display_name":"Remote sensing application","score":0.30140000581741333},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.28119999170303345}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8339999914169312},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7124999761581421},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.5888000130653381},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5257999897003174},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.44929999113082886},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.38260000944137573},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3528999984264374},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.3197000026702881},{"id":"https://openalex.org/C183365957","wikidata":"https://www.wikidata.org/wiki/Q17140402","display_name":"Remote sensing application","level":3,"score":0.30140000581741333},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.29510000348091125},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.289900004863739},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.28119999170303345},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.2799000144004822},{"id":"https://openalex.org/C176563091","wikidata":"https://www.wikidata.org/wiki/Q669238","display_name":"Intelligent sensor","level":3,"score":0.2759000062942505},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.27079999446868896},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C51675839","wikidata":"https://www.wikidata.org/wiki/Q1665681","display_name":"Intelligent Network","level":2,"score":0.2669000029563904},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.2644999921321869},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.259799987077713}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2025.3635209","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3635209","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":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1821462560","https://openalex.org/W2194775991","https://openalex.org/W2883780447","https://openalex.org/W2955192706","https://openalex.org/W2962749812","https://openalex.org/W2963351448","https://openalex.org/W2965862774","https://openalex.org/W2982083293","https://openalex.org/W3013723079","https://openalex.org/W3027225766","https://openalex.org/W3034368386","https://openalex.org/W3035183452","https://openalex.org/W3035414587","https://openalex.org/W3136761610","https://openalex.org/W3137147200","https://openalex.org/W3164008977","https://openalex.org/W3165563493","https://openalex.org/W3170033848","https://openalex.org/W3174873843","https://openalex.org/W3175399856","https://openalex.org/W3180045188","https://openalex.org/W3194133609","https://openalex.org/W3196438592","https://openalex.org/W3215100961","https://openalex.org/W4226524609","https://openalex.org/W4283328744","https://openalex.org/W4285166740","https://openalex.org/W4285198998","https://openalex.org/W4312310654","https://openalex.org/W4312549298","https://openalex.org/W4312646421","https://openalex.org/W4315631877","https://openalex.org/W4317761551","https://openalex.org/W4318766188","https://openalex.org/W4360770920","https://openalex.org/W4366957306","https://openalex.org/W4379877301","https://openalex.org/W4382998817","https://openalex.org/W4383113530","https://openalex.org/W4383503565","https://openalex.org/W4383988875","https://openalex.org/W4386299129","https://openalex.org/W4389082198","https://openalex.org/W4391991763","https://openalex.org/W4399342419","https://openalex.org/W4402351606","https://openalex.org/W4405718036","https://openalex.org/W4414123462"],"related_works":[],"abstract_inverted_index":{"Satellite":[0],"on-orbit":[1,9,31,122],"remote":[2,32,123],"sensing":[3,33,124],"image":[4],"intelligent":[5,126],"interpretation":[6,29],"relies":[7],"on":[8,70,131,195],"devices":[10],"with":[11],"extremely":[12],"limited":[13],"computational":[14,98],"resources,":[15],"utilizing":[16],"advanced":[17],"neural":[18,41,91,112,158,183],"networks":[19,42],"designed":[20],"through":[21,198],"lightweight":[22,40,52,68,79,106,115,144,192],"methodologies":[23],"to":[24,169,180],"achieve":[25],"fast":[26],"and":[27,96,140,155,160,164,175,201,209],"accurate":[28],"of":[30,39,67,104,157,211],"images.":[34],"Nevertheless,":[35],"the":[36,48,65,74,102,152,188,207],"current":[37],"design":[38,53,116],"exhibits":[43],"three":[44,142],"salient":[45],"issues:":[46],"firstly,":[47,87],"prevailing":[49],"\u201cone-size-fits-all\"":[50],"network":[51,71,92,113],"pattern":[54],"is":[55,60,81],"notably":[56],"inefficient;":[57],"secondly,":[58,108],"there":[59],"a":[61,90,111,132,147],"deficiency":[62],"in":[63],"analysing":[64],"impact":[66],"operations":[69,80,193],"performance;":[72],"thirdly,":[73],"mutual":[75,189],"influence":[76,190],"among":[77,191],"various":[78,105,181],"overlooked.":[82],"To":[83],"address":[84],"these":[85],"issues,":[86],"we":[88,109,186,204],"propose":[89,110],"lightweightability":[93],"measurement":[94],"model":[95],"its":[97],"method":[99],"by":[100],"investigating":[101],"effects":[103],"operations;":[107],"general":[114,143],"framework":[117],"(GLD)":[118],"tailored":[119],"for":[120],"satellite":[121],"images":[125],"interpretation.":[127],"Specifically,":[128],"GLD,":[129],"based":[130,194],"meta-leaning":[133],"approach,":[134],"integrates":[135],"knowledge":[136],"distillation":[137],"(KD),":[138],"pruning":[139,174],"quantization,":[141,176],"technologies,":[145],"into":[146],"framework.":[148],"It":[149],"dynamically":[150,170],"assesses":[151],"distillability,":[153],"prunability":[154],"quantifiability":[156],"networks,":[159],"uses":[161,165],"this":[162,166],"assessment":[163],"as":[167],"supervision":[168],"jointly":[171],"optimizes":[172],"KD,":[173],"making":[177],"it":[178],"applicable":[179],"mainstream":[182],"networks;":[184],"furthermore,":[185],"explore":[187],"GLD;":[196],"finally,":[197],"ablation":[199],"experiments":[200],"comparative":[202],"experiments,":[203],"further":[205],"verify":[206],"effectiveness":[208],"superiority":[210],"GLD.":[212]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-11-20T00:00:00"}
