{"id":"https://openalex.org/W3091007181","doi":"https://doi.org/10.1109/iscas45731.2020.9180733","title":"Improving InSAR Image Quality and Co-Registration through CNN-Based Super-Resolution","display_name":"Improving InSAR Image Quality and Co-Registration through CNN-Based Super-Resolution","publication_year":2020,"publication_date":"2020-09-29","ids":{"openalex":"https://openalex.org/W3091007181","doi":"https://doi.org/10.1109/iscas45731.2020.9180733","mag":"3091007181"},"language":"en","primary_location":{"id":"doi:10.1109/iscas45731.2020.9180733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas45731.2020.9180733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Circuits and Systems (ISCAS)","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/A5047529111","display_name":"Khaled A. Helal Kelany","orcid":"https://orcid.org/0000-0002-7247-4657"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Khaled A. Helal Kelany","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000153604","display_name":"Amirali Baniasadi","orcid":null},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Amirali Baniasadi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051681787","display_name":"N.J. Dimopoulos","orcid":"https://orcid.org/0000-0003-0415-8852"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Nikitas Dimopoulos","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021677416","display_name":"Matthew Gara","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100487","display_name":"3v Geomatics (Canada)","ror":"https://ror.org/00ymz7s10","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210100487"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Matthew Gara","raw_affiliation_strings":["3v Geomatics Inc., Vancouver, BC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"3v Geomatics Inc., Vancouver, BC, Canada","institution_ids":["https://openalex.org/I4210100487"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.5261,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.96777679,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9997000098228455,"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/T10801","display_name":"Synthetic Aperture Radar (SAR) Applications and Techniques","score":0.9997000098228455,"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/T10535","display_name":"Landslides and related hazards","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9947999715805054,"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/interferometric-synthetic-aperture-radar","display_name":"Interferometric synthetic aperture radar","score":0.8993455767631531},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.7731446027755737},{"id":"https://openalex.org/keywords/geocoding","display_name":"Geocoding","score":0.7683635354042053},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7046343088150024},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.687532901763916},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6201461553573608},{"id":"https://openalex.org/keywords/digital-elevation-model","display_name":"Digital elevation model","score":0.586635947227478},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.5658414363861084},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.5632812976837158},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5387853384017944},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5163177847862244},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.34367120265960693},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.33092379570007324},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2109689712524414},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.05934455990791321}],"concepts":[{"id":"https://openalex.org/C22286887","wikidata":"https://www.wikidata.org/wiki/Q1666056","display_name":"Interferometric synthetic aperture radar","level":3,"score":0.8993455767631531},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.7731446027755737},{"id":"https://openalex.org/C42629822","wikidata":"https://www.wikidata.org/wiki/Q1346408","display_name":"Geocoding","level":2,"score":0.7683635354042053},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7046343088150024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.687532901763916},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6201461553573608},{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.586635947227478},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.5658414363861084},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.5632812976837158},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5387853384017944},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5163177847862244},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.34367120265960693},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.33092379570007324},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2109689712524414},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.05934455990791321}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas45731.2020.9180733","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas45731.2020.9180733","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1638127209","https://openalex.org/W2008037112","https://openalex.org/W2061577342","https://openalex.org/W2065989874","https://openalex.org/W2080098836","https://openalex.org/W2091764829","https://openalex.org/W2096912514","https://openalex.org/W2107093134","https://openalex.org/W2143056315","https://openalex.org/W2147921381","https://openalex.org/W2148958581","https://openalex.org/W2149636256","https://openalex.org/W2170057902","https://openalex.org/W2171178595","https://openalex.org/W2194775991","https://openalex.org/W2321585011","https://openalex.org/W2345160882","https://openalex.org/W2530434200","https://openalex.org/W2887695188","https://openalex.org/W3000158570","https://openalex.org/W3094127765","https://openalex.org/W3124561108","https://openalex.org/W6784699199"],"related_works":["https://openalex.org/W2375969670","https://openalex.org/W1568974206","https://openalex.org/W2382147371","https://openalex.org/W1847188323","https://openalex.org/W11835499","https://openalex.org/W2044902118","https://openalex.org/W2544666549","https://openalex.org/W2357112104","https://openalex.org/W2093343221","https://openalex.org/W3145343289"],"abstract_inverted_index":{"Interferometric":[0],"Synthetic":[1,20],"Aperture":[2,21],"Radar":[3,22],"(InSAR)":[4],"is":[5,49],"a":[6,29,93],"measuring":[7],"technology":[8],"that":[9,74,112],"uses":[10],"the":[11,16,19,44,75,83,87,116],"phase":[12,60],"information":[13],"contained":[14],"in":[15,78],"images":[17,72,107],"of":[18,46,86,103],"(SAR).":[23],"InSAR":[24,47],"has":[25],"been":[26],"recognized":[27],"as":[28],"potential":[30],"method":[31],"for":[32,96],"digital":[33],"elevation":[34],"models":[35],"(DEMs)":[36],"generation":[37,102],"and":[38,62,100],"ground":[39],"surface":[40],"deformation":[41],"measurement.":[42],"Nonetheless,":[43],"quality":[45],"data":[48],"influenced":[50],"by":[51],"many":[52],"critical":[53],"factors.":[54],"Including":[55],"image":[56,80],"co-registration,":[57],"interferogram":[58,101],"generation,":[59],"unwrapping":[61],"geocoding.":[63],"Image":[64,98],"co-registration":[65,99],"aims":[66],"to":[67,82],"align":[68],"two":[69],"or":[70],"more":[71],"so":[73],"same":[76,84],"pixel":[77],"each":[79],"corresponds":[81],"point":[85],"target":[88],"scene.":[89],"This":[90],"study":[91],"proposes":[92],"new":[94],"algorithm":[95],"improving":[97],"SAR":[104],"using":[105],"learning-based":[106],"super-resolution":[108],"(SR).":[109],"We":[110],"show":[111],"our":[113],"approach":[114],"improves":[115],"conventional":[117],"approaches.":[118]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
