{"id":"https://openalex.org/W3121021090","doi":"https://doi.org/10.1109/icarcv50220.2020.9305483","title":"Domain Adaptation for Degraded Remote Scene Classification","display_name":"Domain Adaptation for Degraded Remote Scene Classification","publication_year":2020,"publication_date":"2020-12-13","ids":{"openalex":"https://openalex.org/W3121021090","doi":"https://doi.org/10.1109/icarcv50220.2020.9305483","mag":"3121021090"},"language":"en","primary_location":{"id":"doi:10.1109/icarcv50220.2020.9305483","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarcv50220.2020.9305483","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 16th International Conference on Control, Automation, Robotics and Vision (ICARCV)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5005666034","display_name":"Jianfei Yang","orcid":"https://orcid.org/0000-0002-8075-0439"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jianfei Yang","raw_affiliation_strings":["School of Electical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100741607","display_name":"Hailin Chen","orcid":"https://orcid.org/0000-0002-5119-4517"},"institutions":[{"id":"https://openalex.org/I4210103174","display_name":"EA Technology","ror":"https://ror.org/00qwj7906","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210103174"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hailin Chen","raw_affiliation_strings":["Spasee Technology Pte. Ltd., Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Spasee Technology Pte. Ltd., Singapore","institution_ids":["https://openalex.org/I4210103174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046490305","display_name":"Yuecong Xu","orcid":"https://orcid.org/0000-0002-4292-7379"},"institutions":[{"id":"https://openalex.org/I4210103174","display_name":"EA Technology","ror":"https://ror.org/00qwj7906","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210103174"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yuecong Xu","raw_affiliation_strings":["Spasee Technology Pte. Ltd., Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Spasee Technology Pte. Ltd., Singapore","institution_ids":["https://openalex.org/I4210103174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043800580","display_name":"Ziji Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103174","display_name":"EA Technology","ror":"https://ror.org/00qwj7906","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210103174"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ziji Shi","raw_affiliation_strings":["Spasee Technology Pte. Ltd., Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Spasee Technology Pte. Ltd., Singapore","institution_ids":["https://openalex.org/I4210103174"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019144076","display_name":"Ruikang Luo","orcid":"https://orcid.org/0000-0002-0939-4275"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ruikang Luo","raw_affiliation_strings":["School of Electical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365448","display_name":"Lihua Xie","orcid":"https://orcid.org/0000-0002-7137-4136"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Lihua Xie","raw_affiliation_strings":["School of Electical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046844818","display_name":"Rong Su","orcid":"https://orcid.org/0000-0003-3448-0586"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Rong Su","raw_affiliation_strings":["School of Electical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"111","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9944999814033508,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.986299991607666,"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/discriminative-model","display_name":"Discriminative model","score":0.7769049406051636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7203123569488525},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6376689076423645},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5956305861473083},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5953698754310608},{"id":"https://openalex.org/keywords/discriminator","display_name":"Discriminator","score":0.5208823680877686},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.4814109802246094},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.42482882738113403},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41504865884780884},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3916129171848297},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32657676935195923},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.164423406124115}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7769049406051636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7203123569488525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6376689076423645},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5956305861473083},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5953698754310608},{"id":"https://openalex.org/C2779803651","wikidata":"https://www.wikidata.org/wiki/Q5282088","display_name":"Discriminator","level":3,"score":0.5208823680877686},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.4814109802246094},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.42482882738113403},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41504865884780884},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3916129171848297},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32657676935195923},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.164423406124115},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icarcv50220.2020.9305483","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarcv50220.2020.9305483","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 16th International Conference on Control, Automation, Robotics and Vision (ICARCV)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W258213556","https://openalex.org/W1731081199","https://openalex.org/W1912954554","https://openalex.org/W1917395817","https://openalex.org/W1950365613","https://openalex.org/W1984792953","https://openalex.org/W1990592195","https://openalex.org/W2002281921","https://openalex.org/W2005902297","https://openalex.org/W2020057738","https://openalex.org/W2020912318","https://openalex.org/W2024106491","https://openalex.org/W2031342017","https://openalex.org/W2046017387","https://openalex.org/W2059304719","https://openalex.org/W2070452328","https://openalex.org/W2073177452","https://openalex.org/W2077689834","https://openalex.org/W2081620141","https://openalex.org/W2090922444","https://openalex.org/W2103079830","https://openalex.org/W2122282653","https://openalex.org/W2128254161","https://openalex.org/W2131386954","https://openalex.org/W2131697388","https://openalex.org/W2136251662","https://openalex.org/W2159291411","https://openalex.org/W2165698076","https://openalex.org/W2194775991","https://openalex.org/W2249336288","https://openalex.org/W2253590344","https://openalex.org/W2256362396","https://openalex.org/W2274535181","https://openalex.org/W2293363371","https://openalex.org/W2298672219","https://openalex.org/W2343251476","https://openalex.org/W2620569598","https://openalex.org/W2626739722","https://openalex.org/W2765741757","https://openalex.org/W2779176852","https://openalex.org/W2883466786","https://openalex.org/W2895033814","https://openalex.org/W2904706552","https://openalex.org/W2905589284","https://openalex.org/W2919115771","https://openalex.org/W2962749812","https://openalex.org/W2963578416","https://openalex.org/W2963780738","https://openalex.org/W2963890275","https://openalex.org/W2964288524","https://openalex.org/W2964325192","https://openalex.org/W3008383986","https://openalex.org/W3013338555","https://openalex.org/W3019448917","https://openalex.org/W3033851598","https://openalex.org/W3035711009","https://openalex.org/W3109233242","https://openalex.org/W3185046724","https://openalex.org/W6637618735","https://openalex.org/W6647720530","https://openalex.org/W6679699912","https://openalex.org/W6681588610","https://openalex.org/W6683633756","https://openalex.org/W6694364166","https://openalex.org/W6750298367","https://openalex.org/W6753035760","https://openalex.org/W6786704358"],"related_works":["https://openalex.org/W4293202849","https://openalex.org/W1980965563","https://openalex.org/W1489300767","https://openalex.org/W2387995142","https://openalex.org/W4380714744","https://openalex.org/W4319453655","https://openalex.org/W2089959425","https://openalex.org/W2057775761","https://openalex.org/W1608433645","https://openalex.org/W2964074194"],"abstract_inverted_index":{"Remote":[0],"scene":[1,162],"classification":[2,39,163],"serves":[3],"a":[4,65],"vital":[5],"role":[6],"in":[7,68,98,150],"many":[8],"applications.":[9],"However,":[10],"satellite":[11,55],"images":[12,100],"are":[13,47,129,144],"often":[14],"blurred":[15,60,110],"and":[16,25,33,81,131,137,155,184],"degraded":[17,156,160,172],"due":[18],"to":[19,59,109,123,146],"aerosol":[20],"scattering":[21],"under":[22],"fog,":[23],"haze,":[24],"other":[26,185],"weather":[27],"conditions,":[28],"reducing":[29],"the":[30,76,148],"image":[31,107,111],"contrast":[32],"color":[34],"fidelity.":[35],"State-of-the-art":[36],"remote":[37,161],"sensing":[38],"models":[40],"building":[41],"upon":[42],"convolutional":[43],"neural":[44],"networks":[45],"(CNNs)":[46],"mostly":[48],"trained":[49],"on":[50,125,167,171],"annotated":[51,96],"datasets":[52],"of":[53],"clear":[54,99,106,154],"images.":[56],"When":[57],"applied":[58],"images,":[61],"they":[62],"will":[63],"suffer":[64],"great":[66],"degradation":[67],"performance.":[69],"To":[70],"address":[71],"this":[72],"problem,":[73],"we":[74],"adopt":[75],"domain":[77,108,135,187],"adaptation":[78,188],"algorithm":[79],"TADA":[80],"propose":[82],"Transferable":[83],"Attention":[84],"enhanced":[85],"Adversarial":[86],"Adaptation":[87],"Network":[88],"(TA":[89],"<sup":[90,115,177],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[91,116,178],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">3</sup>":[92,117,179],"N),":[93],"which":[94,128],"utilizes":[95],"data":[97],"by":[101],"applying":[102],"knowledge":[103],"transferring":[104],"from":[105,153],"domain.":[112],"Our":[113],"TA":[114,176],"N":[118,180],"first":[119],"integrates":[120],"spatial":[121],"attention":[122],"focus":[124],"salient":[126],"areas":[127],"discriminative":[130],"transferable.":[132],"In":[133],"addition,":[134],"discriminator":[136],"adversarial":[138],"training":[139],"via":[140],"gradient":[141],"reversal":[142],"layer":[143],"used":[145],"minimize":[147],"discrepancies":[149],"extracted":[151],"features":[152],"domains.":[157],"We":[158],"synthesize":[159],"dataset":[164],"SSI":[165,173],"based":[166],"FoHIS":[168],"model.":[169],"Experiments":[170],"showed":[174],"that":[175],"significantly":[181],"outperforms":[182],"baseline":[183],"state-of-the-art":[186],"methods.":[189]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}