{"id":"https://openalex.org/W4200371673","doi":"https://doi.org/10.1109/ivcnz54163.2021.9653355","title":"Perceptual improvements for Super-Resolution of Satellite Imagery","display_name":"Perceptual improvements for Super-Resolution of Satellite Imagery","publication_year":2021,"publication_date":"2021-12-09","ids":{"openalex":"https://openalex.org/W4200371673","doi":"https://doi.org/10.1109/ivcnz54163.2021.9653355"},"language":"en","primary_location":{"id":"doi:10.1109/ivcnz54163.2021.9653355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ivcnz54163.2021.9653355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 36th International Conference on Image and Vision Computing New Zealand (IVCNZ)","raw_type":"proceedings-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/A5072926893","display_name":"Daniel Bull","orcid":null},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Daniel Bull","raw_affiliation_strings":["University of Waikato, Hamilton, New Zealand"],"affiliations":[{"raw_affiliation_string":"University of Waikato, Hamilton, New Zealand","institution_ids":["https://openalex.org/I52179390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005722650","display_name":"Nick Lim","orcid":"https://orcid.org/0000-0003-4690-5780"},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Nick Lim","raw_affiliation_strings":["University of Waikato, Hamilton, New Zealand"],"affiliations":[{"raw_affiliation_string":"University of Waikato, Hamilton, New Zealand","institution_ids":["https://openalex.org/I52179390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059992863","display_name":"Eibe Frank","orcid":"https://orcid.org/0000-0001-6152-7111"},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Eibe Frank","raw_affiliation_strings":["University of Waikato, Hamilton, New Zealand"],"affiliations":[{"raw_affiliation_string":"University of Waikato, Hamilton, New Zealand","institution_ids":["https://openalex.org/I52179390"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5072926893"],"corresponding_institution_ids":["https://openalex.org/I52179390"],"apc_list":null,"apc_paid":null,"fwci":0.5813,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.69612928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9980000257492065,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9977999925613403,"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":0.7876657247543335},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.702441930770874},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5569020509719849},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5198695659637451},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5175837278366089},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5125243663787842},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4611973464488983},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.4240802824497223},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3925899267196655}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7876657247543335},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.702441930770874},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5569020509719849},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5198695659637451},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5175837278366089},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5125243663787842},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4611973464488983},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.4240802824497223},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3925899267196655},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ivcnz54163.2021.9653355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ivcnz54163.2021.9653355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 36th International Conference on Image and Vision Computing New Zealand (IVCNZ)","raw_type":"proceedings-article"},{"id":"pmh:oai:researchcommons.waikato.ac.nz:10289/14738","is_oa":false,"landing_page_url":"https://hdl.handle.net/10289/14738","pdf_url":null,"source":{"id":"https://openalex.org/S4306400944","display_name":"Research Commons (University of Waikato)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I52179390","host_organization_name":"University of Waikato","host_organization_lineage":["https://openalex.org/I52179390"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IVCNZ 2021","raw_type":"Conference Contribution"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1885185971","https://openalex.org/W1973207880","https://openalex.org/W1993478276","https://openalex.org/W2133665775","https://openalex.org/W2331128040","https://openalex.org/W2562637781","https://openalex.org/W2887695188","https://openalex.org/W2891158090","https://openalex.org/W2920930972","https://openalex.org/W2927933146","https://openalex.org/W2957558419","https://openalex.org/W2963470893","https://openalex.org/W2963920537","https://openalex.org/W2971251319","https://openalex.org/W3005565710","https://openalex.org/W3038579873","https://openalex.org/W3091652040","https://openalex.org/W3095495550","https://openalex.org/W3103699521","https://openalex.org/W3124561108","https://openalex.org/W6640174519","https://openalex.org/W6702130928","https://openalex.org/W6727340567","https://openalex.org/W6754405603","https://openalex.org/W6996780551"],"related_works":["https://openalex.org/W2773120646","https://openalex.org/W2005185696","https://openalex.org/W2161229648","https://openalex.org/W2766146978","https://openalex.org/W2799046095","https://openalex.org/W2235753890","https://openalex.org/W2738221750","https://openalex.org/W4245792239","https://openalex.org/W2993674027","https://openalex.org/W2164918837"],"abstract_inverted_index":{"Super-resolution":[0],"of":[1,38,75,78],"satellite":[2],"imagery":[3],"poses":[4],"unique":[5],"challenges.":[6],"We":[7,46],"propose":[8],"a":[9,20,27,36,42,49,64],"hybrid":[10],"method":[11],"comprising":[12],"two":[13],"existing":[14],"deep":[15,80],"network":[16,22],"super-resolution":[17],"approaches,":[18,82],"namely":[19],"feedforward":[21],"called":[23,53],"DeepSUM,":[24],"and":[25,60,92],"ESRGAN,":[26],"GAN-based":[28],"approach,":[29],"to":[30,40,56,62],"super-resolve":[31],"multiple":[32],"low-resolution":[33],"images":[34,86],"by":[35],"factor":[37],"four":[39],"obtain":[41],"single":[43],"high-resolution":[44],"image.":[45],"also":[47],"introduce":[48],"novel":[50],"loss":[51],"function,":[52],"variation":[54],"loss,":[55],"better":[57,67,88],"define":[58],"edges":[59],"textures":[61],"create":[63],"sharper,":[65],"perceptually":[66],"output.":[68],"Using":[69],"our":[70],"hybrid,":[71],"we":[72],"inherit":[73],"some":[74],"the":[76],"advantages":[77],"both":[79],"learning":[81],"resulting":[83],"in":[84],"super-resolved":[85],"that":[87],"show":[89],"boundaries,":[90],"textures,":[91],"details.":[93]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}