{"id":"https://openalex.org/W4281476801","doi":"https://doi.org/10.1155/2022/5669069","title":"SAR Image Matching Based on Local Feature Detection and Description Using Convolutional Neural Network","display_name":"SAR Image Matching Based on Local Feature Detection and Description Using Convolutional Neural Network","publication_year":2022,"publication_date":"2022-05-24","ids":{"openalex":"https://openalex.org/W4281476801","doi":"https://doi.org/10.1155/2022/5669069"},"language":"en","primary_location":{"id":"doi:10.1155/2022/5669069","doi":"https://doi.org/10.1155/2022/5669069","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/5669069","pdf_url":"https://downloads.hindawi.com/journals/scn/2022/5669069.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0122","issn":["1939-0122","1939-0114"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","poland-20"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Security and Communication Networks","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/scn/2022/5669069.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055349951","display_name":"Mohammed Elwan","orcid":"https://orcid.org/0000-0002-0773-8089","observed_orcids":["https://orcid.org/0000-0002-0773-8089"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammed Elwan","raw_affiliation_strings":["Egyptian Academy of Engineering and Advanced Technology (EAEAT), Cairo, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-0773-8089","affiliations":[{"raw_affiliation_string":"Egyptian Academy of Engineering and Advanced Technology (EAEAT), Cairo, Egypt","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012629557","display_name":"Ahmed Saleh Amein","orcid":"https://orcid.org/0000-0002-7675-2140","observed_orcids":["https://orcid.org/0000-0002-7675-2140"]},"institutions":[{"id":"https://openalex.org/I4210165376","display_name":"October 6 University","ror":"https://ror.org/05y06tg49","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210165376"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed S. Amein","raw_affiliation_strings":["Faculty of Information Systems and Computer Science, October 6 University, Giza, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-7675-2140","affiliations":[{"raw_affiliation_string":"Faculty of Information Systems and Computer Science, October 6 University, Giza, Egypt","institution_ids":["https://openalex.org/I4210165376"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017203831","display_name":"Aiman Mousa","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210100308","display_name":"Military Technical College","ror":"https://ror.org/01337pb37","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210100308"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Aiman Mousa","raw_affiliation_strings":["Electrical Engineering Department, Military Technical College (MTC), Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Military Technical College (MTC), Cairo, Egypt","institution_ids":["https://openalex.org/I4210100308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006098678","display_name":"Abdelmoty M. Ahmed","orcid":"https://orcid.org/0000-0002-3379-7314","observed_orcids":["https://orcid.org/0000-0002-3379-7314"]},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Abdelmoty M. Ahmed","raw_affiliation_strings":["Department of Computer Engineering, College of Computer Science, King Khalid University, Abha, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-3379-7314","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Computer Science, King Khalid University, Abha, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035713467","display_name":"Belgacem Bouall\u00e8gue","orcid":"https://orcid.org/0000-0001-7292-6345","observed_orcids":["https://orcid.org/0000-0001-7292-6345"]},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Belgacem Bouallegue","raw_affiliation_strings":["Department of Computer Engineering, College of Computer Science, King Khalid University, Abha, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-7292-6345","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Computer Science, King Khalid University, Abha, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039515553","display_name":"Abdelhameed S. Eltanany","orcid":"https://orcid.org/0000-0003-2694-5179","observed_orcids":["https://orcid.org/0000-0003-2694-5179"]},"institutions":[{"id":"https://openalex.org/I4210100308","display_name":"Military Technical College","ror":"https://ror.org/01337pb37","country_code":"EG","type":"education","lineage":["https://openalex.org/I4210100308"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Abdelhameed S. Eltanany","raw_affiliation_strings":["Electrical Engineering Department, Military Technical College (MTC), Cairo, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-2694-5179","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Military Technical College (MTC), Cairo, Egypt","institution_ids":["https://openalex.org/I4210100308"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006098678"],"corresponding_institution_ids":["https://openalex.org/I82952536"],"apc_list":{"value":2670,"currency":"USD","value_usd":2670},"apc_paid":{"value":2670,"currency":"USD","value_usd":2670},"fwci":0.5548,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.59054709,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"2022","issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9663000106811523,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9663000106811523,"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/T12983","display_name":"Satellite Image Processing and Photogrammetry","score":0.020099999383091927,"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/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.008500000461935997,"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/sar-image-matching","display_name":"SAR image matching","score":0.8809999823570251},{"id":"https://openalex.org/keywords/image-registration","display_name":"image registration","score":0.8169999718666077},{"id":"https://openalex.org/keywords/local-feature-detection","display_name":"local feature detection","score":0.9150000214576721},{"id":"https://openalex.org/keywords/feature-description","display_name":"feature description","score":0.7250000238418579},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.843999981880188},{"id":"https://openalex.org/keywords/pre-trained-model-adaptation","display_name":"pre-trained model adaptation","score":0.6129999756813049},{"id":"https://openalex.org/keywords/feature-descriptors","display_name":"feature descriptors","score":0.5139999985694885},{"id":"https://openalex.org/keywords/orb-descriptors","display_name":"ORB descriptors","score":0.49799999594688416},{"id":"https://openalex.org/keywords/correlation-based-matching","display_name":"correlation matching","score":0.6039999723434448},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"synthetic aperture radar","score":0.7639999985694885}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8604305982589722},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8218671083450317},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7368609309196472},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.7246532440185547},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6518781185150146},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5789922475814819},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5579290390014648},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5503201484680176},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4726661145687103},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.47190433740615845},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.47130951285362244},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.4248649477958679},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07848265767097473},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2022/5669069","doi":"https://doi.org/10.1155/2022/5669069","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/5669069","pdf_url":"https://downloads.hindawi.com/journals/scn/2022/5669069.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0122","issn":["1939-0122","1939-0114"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","poland-20"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Security and Communication Networks","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7724e827fd9c481990de72d531cece57","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/7724e827fd9c481990de72d531cece57","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Security and Communication Networks, Vol 2022 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2022/5669069","doi":"https://doi.org/10.1155/2022/5669069","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/5669069","pdf_url":"https://downloads.hindawi.com/journals/scn/2022/5669069.pdf","source":{"id":"https://openalex.org/S120683614","display_name":"Security and Communication Networks","issn_l":"1939-0122","issn":["1939-0122","1939-0114"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-c","cwts-core","poland-20"],"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Hindawi Publishing Corporation","Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Security and Communication Networks","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G694635108","display_name":null,"funder_award_id":"RGP.1/157/42","funder_id":"https://openalex.org/F4320324433","funder_display_name":"King Khalid University"}],"funders":[{"id":"https://openalex.org/F4320324433","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281476801.pdf","grobid_xml":"https://content.openalex.org/works/W4281476801.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W322998299","https://openalex.org/W2047276492","https://openalex.org/W2117228865","https://openalex.org/W2151103935","https://openalex.org/W2292481059","https://openalex.org/W2466539075","https://openalex.org/W2493468861","https://openalex.org/W2544339223","https://openalex.org/W2586346017","https://openalex.org/W2734027529","https://openalex.org/W2740578684","https://openalex.org/W2781542913","https://openalex.org/W2781778455","https://openalex.org/W2847088336","https://openalex.org/W2884367402","https://openalex.org/W2888381511","https://openalex.org/W2904111138","https://openalex.org/W2919358988","https://openalex.org/W2935704575","https://openalex.org/W2940726923","https://openalex.org/W2948436065","https://openalex.org/W2990443604","https://openalex.org/W2999936618","https://openalex.org/W3008171338","https://openalex.org/W3033237758","https://openalex.org/W3047057232","https://openalex.org/W3048486716","https://openalex.org/W3096538374","https://openalex.org/W3128476715","https://openalex.org/W3134976640","https://openalex.org/W3135593120","https://openalex.org/W3159453912","https://openalex.org/W3195762930","https://openalex.org/W3216892772"],"related_works":["https://openalex.org/W2788029300","https://openalex.org/W4367276637","https://openalex.org/W4396830878","https://openalex.org/W4399377005","https://openalex.org/W2888887131","https://openalex.org/W4405937456","https://openalex.org/W4310346653","https://openalex.org/W2548117839","https://openalex.org/W4416727604","https://openalex.org/W7124894662"],"abstract_inverted_index":{"Feature":[0],"detection":[1],"is":[2,13,75],"a":[3,32,65,79,93],"vital":[4],"step":[5],"for":[6,198],"the":[7,14,21,47,87,107,110,138,147,150,160,166,174,179,202],"image":[8,95,195],"registration":[9,151],"process":[10,152],"whose":[11],"target":[12,45],"misalignment":[15],"correction":[16],"among":[17],"images":[18,63,115,121],"to":[19,77,90,173],"increase":[20],"convergency":[22],"level.":[23],"Deep":[24],"learning":[25],"(DL)":[26],"in":[27,72],"remote":[28],"sensing":[29],"has":[30,40],"become":[31],"worldwide":[33],"sensation.":[34],"Despite":[35,141],"its":[36,43],"huge":[37],"potential,":[38],"DL":[39],"not":[41,101],"reached":[42],"intended":[44],"concerning":[46],"applications":[48],"of":[49,109,149,163,204],"Synthetic":[50],"Aperture":[51],"Radar":[52],"(SAR)":[53],"images.":[54],"In":[55,187],"this":[56,73],"study,":[57],"we":[58],"focus":[59],"on":[60,86],"matching":[61,139,196,206],"SAR":[62,94,111,114,124,199],"using":[64],"Convolutional":[66],"Neural":[67],"Network.":[68],"The":[69],"big":[70],"challenge":[71],"study":[74],"how":[76],"modify":[78],"pretrained":[80],"Visual":[81],"Geometry":[82],"Group":[83],"model":[84],"based":[85],"multispectral":[88],"dataset":[89],"act":[91],"as":[92,123],"feature":[96],"detector":[97],"where":[98,153],"it":[99,154,189],"does":[100],"require":[102],"any":[103],"prior":[104],"knowledge":[105],"about":[106],"nature":[108],"feature.":[112],"Since":[113],"have":[116],"different":[117],"characteristics":[118],"from":[119],"optical":[120],"such":[122],"dynamic":[125],"range":[126],"and":[127,133,177,182],"imaging":[128],"geometry,":[129],"some":[130],"problems":[131],"arise":[132],"should":[134],"be":[135,191],"considered":[136,192],"during":[137],"process.":[140],"all":[142],"these":[143],"difficulties,":[144],"results":[145,171],"demonstrate":[146],"robustness":[148],"can":[155],"provide":[156],"descriptors":[157],"that":[158],"preserve":[159],"localization":[161],"data":[162],"features.":[164],"Also,":[165],"proposed":[167],"approach":[168,181],"provides":[169],"reasonable":[170],"compared":[172],"state-of-the-art":[175],"methods":[176],"outperforms":[178],"correlation":[180],"ORB":[183],"descriptor":[184],"under":[185],"scaling.":[186],"addition,":[188],"may":[190],"an":[193],"end-to-end":[194],"tool":[197],"images,":[200],"although":[201],"calculations":[203],"fine":[205],"parameters":[207],"are":[208],"included.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2022-05-26T00:00:00"}
