{"id":"https://openalex.org/W4283795270","doi":"https://doi.org/10.1109/lgrs.2022.3185306","title":"SemiSegSAR: A Semi-Supervised Segmentation Algorithm for Ship SAR Images","display_name":"SemiSegSAR: A Semi-Supervised Segmentation Algorithm for Ship SAR Images","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4283795270","doi":"https://doi.org/10.1109/lgrs.2022.3185306"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2022.3185306","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2022.3185306","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-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/A5061290235","display_name":"Marwa Chendeb El","orcid":"https://orcid.org/0000-0002-4282-4978"},"institutions":[{"id":"https://openalex.org/I132806614","display_name":"University of Dubai","ror":"https://ror.org/05h0z7c09","country_code":"AE","type":"education","lineage":["https://openalex.org/I132806614"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Marwa Chendeb El Rai","raw_affiliation_strings":["Department of Information Technology and Electrical Engineering, University of Dubai, Dubai, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-4282-4978","affiliations":[{"raw_affiliation_string":"Department of Information Technology and Electrical Engineering, University of Dubai, Dubai, United Arab Emirates","institution_ids":["https://openalex.org/I132806614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058395859","display_name":"Jhony H. Giraldo","orcid":"https://orcid.org/0000-0002-0039-1270"},"institutions":[{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jhony H. Giraldo","raw_affiliation_strings":["Laboratoire Math&#x00E9;matiques, Image et Applications (MIA), La Rochelle Universit&#x00E9;, La Rochelle, France",", La Rochelle, France"],"raw_orcid":"https://orcid.org/0000-0002-0039-1270","affiliations":[{"raw_affiliation_string":"Laboratoire Math&#x00E9;matiques, Image et Applications (MIA), La Rochelle Universit&#x00E9;, La Rochelle, France","institution_ids":["https://openalex.org/I78744979"]},{"raw_affiliation_string":", La Rochelle, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026377367","display_name":"Mina Al-Saad","orcid":"https://orcid.org/0000-0003-0393-1700"},"institutions":[{"id":"https://openalex.org/I132806614","display_name":"University of Dubai","ror":"https://ror.org/05h0z7c09","country_code":"AE","type":"education","lineage":["https://openalex.org/I132806614"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mina Al-Saad","raw_affiliation_strings":["Department of Information Technology and Electrical Engineering, University of Dubai, Dubai, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology and Electrical Engineering, University of Dubai, Dubai, United Arab Emirates","institution_ids":["https://openalex.org/I132806614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065635772","display_name":"Muna Darweech","orcid":null},"institutions":[{"id":"https://openalex.org/I132806614","display_name":"University of Dubai","ror":"https://ror.org/05h0z7c09","country_code":"AE","type":"education","lineage":["https://openalex.org/I132806614"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Muna Darweech","raw_affiliation_strings":["Department of Information Technology and Electrical Engineering, University of Dubai, Dubai, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology and Electrical Engineering, University of Dubai, Dubai, United Arab Emirates","institution_ids":["https://openalex.org/I132806614"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046143134","display_name":"Thierry Bouwmans","orcid":"https://orcid.org/0000-0003-4018-8856"},"institutions":[{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Thierry Bouwmans","raw_affiliation_strings":["Laboratoire Math&#x00E9;matiques, Image et Applications (MIA), La Rochelle Universit&#x00E9;, La Rochelle, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire Math&#x00E9;matiques, Image et Applications (MIA), La Rochelle Universit&#x00E9;, La Rochelle, France","institution_ids":["https://openalex.org/I78744979"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1534,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.88770643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"19","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9976999759674072,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9976999759674072,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9894000291824341,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9848999977111816,"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/computer-science","display_name":"Computer science","score":0.7980082035064697},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6959609389305115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6742587089538574},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.6678000092506409},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5381643772125244},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5015525817871094},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4975729286670685},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4265109896659851},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"Semi-supervised learning","score":0.41711264848709106},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36921578645706177}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7980082035064697},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6959609389305115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6742587089538574},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.6678000092506409},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5381643772125244},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5015525817871094},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4975729286670685},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4265109896659851},{"id":"https://openalex.org/C58973888","wikidata":"https://www.wikidata.org/wiki/Q1041418","display_name":"Semi-supervised learning","level":2,"score":0.41711264848709106},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36921578645706177},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lgrs.2022.3185306","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2022.3185306","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03705490v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03705490","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters, 2022, pp.1-1. &#x27E8;10.1109/LGRS.2022.3185306&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1961001432","https://openalex.org/W1981284811","https://openalex.org/W2014368295","https://openalex.org/W2074186417","https://openalex.org/W2113891352","https://openalex.org/W2117438495","https://openalex.org/W2120066054","https://openalex.org/W2129238121","https://openalex.org/W2152183234","https://openalex.org/W2158242013","https://openalex.org/W2324539079","https://openalex.org/W2544525880","https://openalex.org/W2559574492","https://openalex.org/W2765498694","https://openalex.org/W2771241984","https://openalex.org/W2772666665","https://openalex.org/W2774244034","https://openalex.org/W2778764040","https://openalex.org/W2783946051","https://openalex.org/W2796431263","https://openalex.org/W2907648650","https://openalex.org/W2908317939","https://openalex.org/W2963881378","https://openalex.org/W2995109197","https://openalex.org/W3035680157","https://openalex.org/W3038948729","https://openalex.org/W3111983220","https://openalex.org/W3132455321","https://openalex.org/W3162834782","https://openalex.org/W3194713077","https://openalex.org/W3200733355","https://openalex.org/W6629852587","https://openalex.org/W6733814495"],"related_works":["https://openalex.org/W4379231730","https://openalex.org/W2355001665","https://openalex.org/W2158111730","https://openalex.org/W2054274794","https://openalex.org/W4389858081","https://openalex.org/W2538381311","https://openalex.org/W2545123933","https://openalex.org/W2548237868","https://openalex.org/W1554443815","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Automatic":[0],"ship":[1,164],"segmentation":[2,100],"from":[3],"high-resolution":[4],"Synthetic":[5],"Aperture":[6],"Radar":[7],"(SAR)":[8],"remote":[9],"sensing":[10],"images":[11,104],"has":[12,19],"been":[13],"a":[14,40,98],"topic":[15],"of":[16,30,50,69,111,129,146],"interest":[17],"that":[18,169],"gradually":[20],"gained":[21],"attention":[22],"over":[23],"the":[24,28,43,54,59,79,90,109,127,130,136,144,158,172],"years":[25],"due":[26],"to":[27,58,77,88,125,134,142],"abundance":[29],"earth":[31],"observation":[32],"sensors.":[33],"Recently,":[34],"deep":[35],"learning":[36,86,92],"methods":[37,178],"have":[38],"provided":[39],"breakthrough":[41],"increasing":[42],"performance":[44],"greatly":[45],"by":[46],"using":[47,157],"large":[48],"amount":[49],"labeled":[51,183],"data.":[52,184],"Yet,":[53],"high":[55],"cost":[56],"related":[57],"samples":[60],"labeling":[61],"and":[62,83,121,138,155,162,176],"their":[63,70],"scarcity":[64],"result":[65],"in":[66],"significant":[67],"limitation":[68],"wide":[71],"use.":[72],"Therefore,":[73],"it":[74],"is":[75,153],"crucial":[76],"overcome":[78],"unlabeled":[80],"inputs":[81],"challenge":[82],"develop":[84],"semi-supervised":[85,99,147,175],"approaches":[87],"enhance":[89],"machine":[91],"models":[93],"capacity.":[94],"Our":[95],"letter":[96],"proposes":[97],"algorithm":[101,141,152],"for":[102],"SAR":[103,123],"named":[105],"SemiSegSAR":[106,170],"based":[107],"on":[108],"use":[110],"Graph":[112],"Signal":[113],"Processing.":[114],"This":[115],"method":[116],"includes":[117],"instance":[118],"segmentation;":[119],"texture":[120],"statistical":[122],"features":[124],"represent":[126],"nodes":[128],"graph;":[131,137],"K-nearest":[132],"neighbors":[133],"construct":[135],"Sobolev":[139],"minimization":[140],"tackle":[143],"problem":[145],"semantic":[148],"segmentation.":[149],"The":[150],"proposed":[151],"trained":[154],"tested":[156],"publicly":[159],"available":[160],"SSDD":[161],"HRSID":[163],"detection":[165],"datasets.":[166],"Experiments":[167],"show":[168],"outperforms":[171],"current":[173],"state-of-the-art":[174],"supervised":[177],"while":[179],"requiring":[180],"only":[181],"few":[182]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2022-07-05T00:00:00"}
