{"id":"https://openalex.org/W4415707839","doi":"https://doi.org/10.1109/icme59968.2025.11209791","title":"Defect Detection-Guided Reconstruction Network for Ground Penetrating Radar B-Scan Images","display_name":"Defect Detection-Guided Reconstruction Network for Ground Penetrating Radar B-Scan Images","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4415707839","doi":"https://doi.org/10.1109/icme59968.2025.11209791"},"language":null,"primary_location":{"id":"doi:10.1109/icme59968.2025.11209791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme59968.2025.11209791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Multimedia and Expo (ICME)","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/A5024052785","display_name":"Zilong Ling","orcid":null},"institutions":[{"id":"https://openalex.org/I197869895","display_name":"Anhui Medical University","ror":"https://ror.org/03xb04968","country_code":"CN","type":"education","lineage":["https://openalex.org/I197869895"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zilong Ling","raw_affiliation_strings":["Anhui Provincial International Joint Research Center for Advanced Technology in Medical Imaging, School of Computer Science and Technology Anhui University,Hefei,China"],"affiliations":[{"raw_affiliation_string":"Anhui Provincial International Joint Research Center for Advanced Technology in Medical Imaging, School of Computer Science and Technology Anhui University,Hefei,China","institution_ids":["https://openalex.org/I197869895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023560300","display_name":"Xinran Zhong","orcid":"https://orcid.org/0000-0002-2530-5228"},"institutions":[{"id":"https://openalex.org/I4210144102","display_name":"Wuhu Hit Robot Technology Research Institute","ror":"https://ror.org/049w4dp92","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144102"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinran Zhong","raw_affiliation_strings":["Anhui Guimu Robot Co., Ltd,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"Anhui Guimu Robot Co., Ltd,Chengdu,China","institution_ids":["https://openalex.org/I4210144102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101631212","display_name":"Siyu Zhou","orcid":"https://orcid.org/0000-0002-7618-4534"},"institutions":[{"id":"https://openalex.org/I197869895","display_name":"Anhui Medical University","ror":"https://ror.org/03xb04968","country_code":"CN","type":"education","lineage":["https://openalex.org/I197869895"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyu Zhou","raw_affiliation_strings":["Anhui Provincial International Joint Research Center for Advanced Technology in Medical Imaging, School of Computer Science and Technology Anhui University,Hefei,China"],"affiliations":[{"raw_affiliation_string":"Anhui Provincial International Joint Research Center for Advanced Technology in Medical Imaging, School of Computer Science and Technology Anhui University,Hefei,China","institution_ids":["https://openalex.org/I197869895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113907555","display_name":"Yixuan Yang","orcid":"https://orcid.org/0009-0002-3733-2335"},"institutions":[{"id":"https://openalex.org/I197869895","display_name":"Anhui Medical University","ror":"https://ror.org/03xb04968","country_code":"CN","type":"education","lineage":["https://openalex.org/I197869895"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Yang","raw_affiliation_strings":["Anhui Provincial International Joint Research Center for Advanced Technology in Medical Imaging, School of Computer Science and Technology Anhui University,Hefei,China"],"affiliations":[{"raw_affiliation_string":"Anhui Provincial International Joint Research Center for Advanced Technology in Medical Imaging, School of Computer Science and Technology Anhui University,Hefei,China","institution_ids":["https://openalex.org/I197869895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007599777","display_name":"Zhongcheng Gui","orcid":"https://orcid.org/0000-0001-9976-434X"},"institutions":[{"id":"https://openalex.org/I4210144102","display_name":"Wuhu Hit Robot Technology Research Institute","ror":"https://ror.org/049w4dp92","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144102"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongcheng Gui","raw_affiliation_strings":["Anhui Guimu Robot Co., Ltd,Chengdu,China"],"affiliations":[{"raw_affiliation_string":"Anhui Guimu Robot Co., Ltd,Chengdu,China","institution_ids":["https://openalex.org/I4210144102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066775159","display_name":"Huabin Wang","orcid":"https://orcid.org/0000-0001-5938-5409"},"institutions":[{"id":"https://openalex.org/I197869895","display_name":"Anhui Medical University","ror":"https://ror.org/03xb04968","country_code":"CN","type":"education","lineage":["https://openalex.org/I197869895"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huabin Wang","raw_affiliation_strings":["Anhui Provincial International Joint Research Center for Advanced Technology in Medical Imaging, School of Computer Science and Technology Anhui University,Hefei,China"],"affiliations":[{"raw_affiliation_string":"Anhui Provincial International Joint Research Center for Advanced Technology in Medical Imaging, School of Computer Science and Technology Anhui University,Hefei,China","institution_ids":["https://openalex.org/I197869895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5024052785"],"corresponding_institution_ids":["https://openalex.org/I197869895"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.38513948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T11609","display_name":"Geophysical Methods and Applications","score":0.9592000246047974,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11609","display_name":"Geophysical Methods and Applications","score":0.9592000246047974,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11739","display_name":"Microwave Imaging and Scattering Analysis","score":0.022099999710917473,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.0019000000320374966,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/process","display_name":"Process (computing)","score":0.6123999953269958},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4968000054359436},{"id":"https://openalex.org/keywords/ground-penetrating-radar","display_name":"Ground-penetrating radar","score":0.4927000105381012},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.4551999866962433},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.43299999833106995},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.4180000126361847},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.4056999981403351},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.39469999074935913}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.718500018119812},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.620199978351593},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6123999953269958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5852000117301941},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4968000054359436},{"id":"https://openalex.org/C71813955","wikidata":"https://www.wikidata.org/wiki/Q503560","display_name":"Ground-penetrating radar","level":3,"score":0.4927000105381012},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.4551999866962433},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.43299999833106995},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.4180000126361847},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.4056999981403351},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.39469999074935913},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.3682999908924103},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.3443000018596649},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33640000224113464},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.33329999446868896},{"id":"https://openalex.org/C2983327147","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Image denoising","level":3,"score":0.32670000195503235},{"id":"https://openalex.org/C132094186","wikidata":"https://www.wikidata.org/wiki/Q641585","display_name":"Clutter","level":3,"score":0.32420000433921814},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.29980000853538513},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.2946000099182129},{"id":"https://openalex.org/C173149727","wikidata":"https://www.wikidata.org/wiki/Q996397","display_name":"Gabor transform","level":4,"score":0.2793000042438507},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27379998564720154},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.2621999979019165},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.25189998745918274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme59968.2025.11209791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme59968.2025.11209791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2024432495","https://openalex.org/W2167871077","https://openalex.org/W2549139847","https://openalex.org/W2955863859","https://openalex.org/W2963073614","https://openalex.org/W2963768110","https://openalex.org/W2965823902","https://openalex.org/W3109957618","https://openalex.org/W3176466780","https://openalex.org/W3203605797","https://openalex.org/W4221167590","https://openalex.org/W4289752563","https://openalex.org/W4386076550","https://openalex.org/W4390871982","https://openalex.org/W4392890134","https://openalex.org/W4393150006","https://openalex.org/W4399994363","https://openalex.org/W4402733583","https://openalex.org/W4402753813","https://openalex.org/W4404654727"],"related_works":[],"abstract_inverted_index":{"Ground":[0],"Penetrating":[1],"Radar":[2],"(GPR)":[3],"is":[4,29,94,110],"vital":[5],"for":[6,112],"detecting":[7],"subsurface":[8],"defects,":[9],"focusing":[10],"on":[11,131,136],"B-Scan":[12],"image":[13,57,123],"denoising":[14],"and":[15,31,51,63,79,103],"gain":[16],"adjustment.":[17],"However,":[18],"traditional":[19],"methods":[20,35],"require":[21],"manual":[22],"adjustments":[23],"in":[24,85,105],"the":[25,37,53,75,80,86,106,127,132,137],"spatial-frequency":[26,107],"domain,":[27,108],"which":[28,109],"inefficient":[30],"complex;":[32],"Generator":[33],"network-based":[34],"ignore":[36],"subsequent":[38],"defect":[39,54,98,113,133],"recognition":[40],"task.":[41],"In":[42],"this":[43],"paper,":[44],"develops":[45],"a":[46,88],"large-scale":[47],"B-scan":[48,56,122],"dataset":[49],"(GRD)":[50],"proposes":[52],"detection-guided":[55],"reconstruction":[58,128],"network":[59,77,82],"(RDNet),":[60],"making":[61],"data-reconstruction":[62],"defect-detection":[64],"boosted":[65],"by":[66],"each":[67],"other.":[68],"The":[69],"method":[70,141],"contains":[71],"two":[72],"subnetworks,":[73],"i.e.,":[74],"reconstruction-generation":[76],"(RGNet)":[78],"defect-supervision-guided":[81,118],"(DSGNet).":[83],"First,":[84],"RGNet,":[87],"variable":[89],"window-width":[90],"Gabor":[91],"transform":[92],"module":[93],"designed":[95],"to":[96,120],"capture":[97],"features":[99],"of":[100],"different":[101],"sizes":[102],"types":[104],"beneficial":[111],"detection.":[114],"Second,":[115],"DSGNet":[116],"uses":[117],"loss":[119],"guide":[121],"reconstruction,":[124],"so":[125],"that":[126],"process":[129],"focuses":[130],"area.":[134],"Experiments":[135],"GRD":[138],"show":[139],"our":[140],"outperforms":[142],"other":[143],"state-of-the-art":[144],"generation":[145],"methods,":[146],"demonstrating":[147],"its":[148],"effectiveness.":[149]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-30T00:00:00"}
