{"id":"https://openalex.org/W2918316070","doi":"https://doi.org/10.3390/rs11050493","title":"Aggregated Deep Local Features for Remote Sensing Image Retrieval","display_name":"Aggregated Deep Local Features for Remote Sensing Image Retrieval","publication_year":2019,"publication_date":"2019-02-28","ids":{"openalex":"https://openalex.org/W2918316070","doi":"https://doi.org/10.3390/rs11050493","mag":"2918316070"},"language":"en","primary_location":{"id":"doi:10.3390/rs11050493","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11050493","pdf_url":null,"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":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/rs11050493","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Raffaele Imbriaco","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Raffaele Imbriaco","raw_affiliation_strings":["Video Coding and Architectures Group, Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Video Coding and Architectures Group, Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Clint Sebastian","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Clint Sebastian","raw_affiliation_strings":["Video Coding and Architectures Group, Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Video Coding and Architectures Group, Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Egor Bondarev","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Egor Bondarev","raw_affiliation_strings":["Video Coding and Architectures Group, Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Video Coding and Architectures Group, Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":null,"display_name":"Peter H. N. de With","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Peter H. N. de With","raw_affiliation_strings":["Video Coding and Architectures Group, Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Video Coding and Architectures Group, Department of Electrical Engineering, Eindhoven University of Technology, 5612 AZ Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":7.4334,"has_fulltext":true,"cited_by_count":76,"citation_normalized_percentile":{"value":0.97336892,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"11","issue":"5","first_page":"493","last_page":"493"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.5105999708175659,"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":0.5105999708175659,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.42419999837875366,"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":0.017500000074505806,"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/image-retrieval","display_name":"Image retrieval","score":0.6542999744415283},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.45320001244544983},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.44670000672340393},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4417000114917755},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.42829999327659607},{"id":"https://openalex.org/keywords/visual-word","display_name":"Visual Word","score":0.413100004196167},{"id":"https://openalex.org/keywords/query-expansion","display_name":"Query expansion","score":0.38989999890327454},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38280001282691956}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7939000129699707},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6542999744415283},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5306000113487244},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.45320001244544983},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45170000195503235},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.44670000672340393},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4417000114917755},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.42829999327659607},{"id":"https://openalex.org/C189391414","wikidata":"https://www.wikidata.org/wiki/Q7936579","display_name":"Visual Word","level":4,"score":0.413100004196167},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.38989999890327454},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38280001282691956},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.3675000071525574},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.3467999994754791},{"id":"https://openalex.org/C42747912","wikidata":"https://www.wikidata.org/wiki/Q1048447","display_name":"Multiplicative function","level":2,"score":0.3151000142097473},{"id":"https://openalex.org/C551230270","wikidata":"https://www.wikidata.org/wiki/Q4368942","display_name":"Data retrieval","level":2,"score":0.29829999804496765},{"id":"https://openalex.org/C2983174267","wikidata":"https://www.wikidata.org/wiki/Q3775098","display_name":"Video retrieval","level":2,"score":0.28780001401901245},{"id":"https://openalex.org/C183365957","wikidata":"https://www.wikidata.org/wiki/Q17140402","display_name":"Remote sensing application","level":3,"score":0.2806999981403351},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.267300009727478},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26489999890327454},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2619999945163727},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25540000200271606},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.25}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.3390/rs11050493","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11050493","pdf_url":null,"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:pure.tue.nl:openaire/473949e7-fe69-42e3-b1cf-dd2d341f19c4","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/473949e7-fe69-42e3-b1cf-dd2d341f19c4","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Imbriaco, R, Sebastian, C, Bondarau, E & de With, P 2019, 'Aggregated deep local features for remote sensing image retrieval', Remote Sensing, vol. 11, no. 5, 493. https://doi.org/10.3390/rs11050493","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:arXiv.org:1903.09469","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1903.09469","pdf_url":"https://arxiv.org/pdf/1903.09469","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:pure.tue.nl:publications/473949e7-fe69-42e3-b1cf-dd2d341f19c4","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85062940209&partnerID=8YFLogxK","pdf_url":"https://pure.tue.nl/ws/files/120194545/remotesensing_11_00493.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Imbriaco, R, Sebastian, C, Bondarau, E & de With, P 2019, 'Aggregated deep local features for remote sensing image retrieval', Remote Sensing, vol. 11, no. 5, 493. https://doi.org/10.3390/rs11050493","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:tue:oai:pure.tue.nl:publications/473949e7-fe69-42e3-b1cf-dd2d341f19c4","is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/473949e7-fe69-42e3-b1cf-dd2d341f19c4","pdf_url":"https://research.tue.nl/nl/publications/473949e7-fe69-42e3-b1cf-dd2d341f19c4","source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 11(5):493. Multidisciplinary Digital Publishing Institute (MDPI)","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:c331352938e04db591e099980ebc0825","is_oa":true,"landing_page_url":"https://doaj.org/article/c331352938e04db591e099980ebc0825","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 11, Iss 5, p 493 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/5/493/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11050493","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 11; Issue 5; Pages: 493","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11050493","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11050493","pdf_url":null,"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":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W204268067","https://openalex.org/W1162411702","https://openalex.org/W1556531089","https://openalex.org/W1566135517","https://openalex.org/W1780149461","https://openalex.org/W1912954554","https://openalex.org/W1920702274","https://openalex.org/W1979931042","https://openalex.org/W1980038761","https://openalex.org/W1981413807","https://openalex.org/W1984309565","https://openalex.org/W1989316905","https://openalex.org/W2012011657","https://openalex.org/W2012592962","https://openalex.org/W2023991840","https://openalex.org/W2044284589","https://openalex.org/W2044465660","https://openalex.org/W2049677900","https://openalex.org/W2052592045","https://openalex.org/W2073201137","https://openalex.org/W2085261163","https://openalex.org/W2097043713","https://openalex.org/W2098738957","https://openalex.org/W2100398441","https://openalex.org/W2101927381","https://openalex.org/W2124386111","https://openalex.org/W2125148312","https://openalex.org/W2131846894","https://openalex.org/W2141362318","https://openalex.org/W2147238549","https://openalex.org/W2151103935","https://openalex.org/W2157319256","https://openalex.org/W2159726283","https://openalex.org/W2168148636","https://openalex.org/W2194775991","https://openalex.org/W2204975001","https://openalex.org/W2248723555","https://openalex.org/W2249017129","https://openalex.org/W2283168383","https://openalex.org/W2294802479","https://openalex.org/W2347115704","https://openalex.org/W2567850185","https://openalex.org/W2590149631","https://openalex.org/W2592962403","https://openalex.org/W2736154721","https://openalex.org/W2744582969","https://openalex.org/W2763822693","https://openalex.org/W2767286887","https://openalex.org/W2783165089","https://openalex.org/W2808376087","https://openalex.org/W2886702754","https://openalex.org/W2901351317","https://openalex.org/W2951019013","https://openalex.org/W2963154697","https://openalex.org/W2963435533","https://openalex.org/W2964157791","https://openalex.org/W3144510026","https://openalex.org/W4236329806","https://openalex.org/W4237462296","https://openalex.org/W6676770471"],"related_works":[],"abstract_inverted_index":{"Remote":[0,14],"Sensing":[1,15],"Image":[2],"Retrieval":[3],"remains":[4],"a":[5,58,79],"challenging":[6],"topic":[7],"due":[8],"to":[9,56],"the":[10,27,49,68,94,131,157],"special":[11],"nature":[12],"of":[13,51],"imagery.":[16],"Such":[17],"images":[18],"contain":[19],"various":[20,63],"different":[21],"semantic":[22],"objects,":[23],"which":[24],"clearly":[25],"complicates":[26],"retrieval":[28,37,146,150],"task.":[29],"In":[30],"this":[31],"paper,":[32],"we":[33,107,115,136],"present":[34],"an":[35],"image":[36],"pipeline":[38],"that":[39,83,90,117],"uses":[40],"attentive,":[41],"local":[42,95],"convolutional":[43,96],"features":[44,97],"and":[45,70,74,98,148],"aggregates":[46],"them":[47],"using":[48,129],"Vector":[50],"Locally":[52],"Aggregated":[53],"Descriptors":[54],"(VLAD)":[55],"produce":[57],"global":[59,99],"descriptor.":[60],"We":[61,77],"study":[62],"system":[64,105,124],"parameters":[65],"such":[66],"as":[67],"multiplicative":[69],"additive":[71],"attention":[72],"mechanisms":[73],"descriptor":[75],"dimensionality.":[76],"propose":[78],"query":[80,119],"expansion":[81,120],"method":[82,121],"requires":[84],"no":[85],"external":[86],"inputs.":[87],"Experiments":[88],"demonstrate":[89],"even":[91],"without":[92],"training,":[93],"representation":[100],"outperform":[101],"other":[102],"systems.":[103,159],"After":[104],"tuning,":[106],"can":[108],"achieve":[109],"state-of-the-art":[110],"or":[111],"competitive":[112],"results.":[113],"Furthermore,":[114],"observe":[116],"our":[118],"increases":[122],"overall":[123],"performance":[125,147],"by":[126],"about":[127],"3%,":[128],"only":[130],"top-three":[132],"retrieved":[133],"images.":[134],"Finally,":[135],"show":[137],"how":[138],"dimensionality":[139],"reduction":[140],"produces":[141],"compact":[142],"descriptors":[143],"with":[144],"increased":[145],"fast":[149],"computation":[151],"times,":[152],"e.g.,":[153],"50%":[154],"faster":[155],"than":[156],"current":[158]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":3}],"updated_date":"2026-04-20T07:46:08.049788","created_date":"2019-03-11T00:00:00"}