{"id":"https://openalex.org/W4402402065","doi":"https://doi.org/10.1109/tgrs.2024.3457521","title":"DSU-Net: Dynamic Snake U-Net for 2-D Seismic First Break Picking","display_name":"DSU-Net: Dynamic Snake U-Net for 2-D Seismic First Break Picking","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402402065","doi":"https://doi.org/10.1109/tgrs.2024.3457521"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3457521","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3457521","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Transactions on Geoscience and Remote Sensing","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/A5023787490","display_name":"Hongtao Wang","orcid":"https://orcid.org/0000-0003-0657-4972"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongtao Wang","raw_affiliation_strings":["School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109725555","display_name":"Rongyu Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongyu Feng","raw_affiliation_strings":["School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104315337","display_name":"Liangyi Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangyi Wu","raw_affiliation_strings":["School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113395623","display_name":"Mutian Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mutian Liu","raw_affiliation_strings":["School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101231455","display_name":"Yinuo Cui","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinuo Cui","raw_affiliation_strings":["School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100749933","display_name":"Chunxia Zhang","orcid":"https://orcid.org/0000-0001-9639-4507"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunxia Zhang","raw_affiliation_strings":["School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Xi’an Jiaotong University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100745041","display_name":"Zhenbo Guo","orcid":"https://orcid.org/0009-0004-9672-8852"},"institutions":[{"id":"https://openalex.org/I98227222","display_name":"China National Petroleum Corporation (China)","ror":"https://ror.org/05269d038","country_code":"CN","type":"company","lineage":["https://openalex.org/I98227222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenbo Guo","raw_affiliation_strings":["Geophysical Technology Research Center, Bureau of Geophysical Prospecting, China National Petroleum Corporation, Zhuozhou, Hebei, China"],"affiliations":[{"raw_affiliation_string":"Geophysical Technology Research Center, Bureau of Geophysical Prospecting, China National Petroleum Corporation, Zhuozhou, Hebei, China","institution_ids":["https://openalex.org/I98227222"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5023787490"],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":1.0245,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80673791,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13018","display_name":"Seismology and Earthquake Studies","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10892","display_name":"Drilling and Well Engineering","score":0.9846000075340271,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.7489123940467834},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.4484541118144989},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4181220829486847},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.33524224162101746},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08737540245056152}],"concepts":[{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.7489123940467834},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4484541118144989},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4181220829486847},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.33524224162101746},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08737540245056152},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3457521","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3457521","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G3899757686","display_name":null,"funder_award_id":"12371512","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6184266008","display_name":null,"funder_award_id":"01-03-2023","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2008957283","https://openalex.org/W2031940127","https://openalex.org/W2078496737","https://openalex.org/W2125471009","https://openalex.org/W2164316650","https://openalex.org/W2278399961","https://openalex.org/W2528961483","https://openalex.org/W2601564443","https://openalex.org/W2781854221","https://openalex.org/W2968049891","https://openalex.org/W2968907806","https://openalex.org/W2970419158","https://openalex.org/W2982278112","https://openalex.org/W3034667926","https://openalex.org/W3036939155","https://openalex.org/W3091049892","https://openalex.org/W3138516171","https://openalex.org/W3185921949","https://openalex.org/W4252593548","https://openalex.org/W4321607995","https://openalex.org/W4323896981","https://openalex.org/W4385456233","https://openalex.org/W4387503046","https://openalex.org/W4390873988","https://openalex.org/W4391474189","https://openalex.org/W4394744321","https://openalex.org/W4394838952","https://openalex.org/W4401387407","https://openalex.org/W6864724930"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2324615561","https://openalex.org/W2086120259","https://openalex.org/W2390279801","https://openalex.org/W2245170124","https://openalex.org/W2076393078","https://openalex.org/W2358668433","https://openalex.org/W3186982001","https://openalex.org/W1984402782"],"abstract_inverted_index":{"In":[0,223],"seismic":[1,130,205],"exploration,":[2],"identifying":[3],"the":[4,62,69,81,85,135,148,159,171,176,180,194,218,225,229,234,238,242,245],"first":[5],"break":[6],"(FB)":[7],"is":[8,96,107],"critical":[9],"in":[10,65,91,175,203],"establishing":[11],"subsurface":[12],"velocity":[13],"models.":[14],"Various":[15],"automatic":[16],"picking":[17],"techniques":[18],"based":[19],"on":[20,41],"deep":[21],"learning":[22],"have":[23],"been":[24],"developed":[25],"to":[26,39,79,101,109,147],"expedite":[27],"this":[28,121],"procedure.":[29],"The":[30],"most":[31],"popular":[32],"method":[33],"involves":[34],"using":[35],"semantic":[36],"segmentation":[37,59,74],"networks":[38,75],"pick":[40,110],"a":[42,53,57,125,164],"shot":[43,181],"gather":[44],"known":[45],"as":[46,111,113,151],"2-D":[47,129,196,204],"picking.":[48,132,246],"Concretely,":[49],"segmentation-based":[50,197],"methods":[51],"input":[52],"gather,":[54],"and":[55,94,115,145,162,191,215,228,241],"produce":[56],"binary":[58],"map,":[60],"where":[61],"highest":[63],"value":[64],"each":[66],"column":[67],"represents":[68],"FB.":[70],"However,":[71],"currently":[72],"designed":[73],"make":[76],"it":[77,95,106,209],"difficult":[78],"ensure":[80,116,217],"horizontal":[82,117,219],"continuity":[83,220],"of":[84,179,221,237,244],"segmentation.":[86],"FB":[87,131,213],"jumps":[88,214],"also":[89],"exist":[90],"some":[92],"areas,":[93],"challenging":[97],"for":[98,128],"current":[99],"models":[100],"detect":[102,212],"such":[103],"jumps.":[104],"Therefore,":[105],"important":[108],"much":[112],"possible":[114],"continuity.":[118],"To":[119],"address":[120],"issue,":[122],"we":[123,157],"propose":[124,163],"novel":[126,165],"network":[127],"We":[133],"introduce":[134],"dynamic":[136,152],"snake":[137,153],"convolution":[138],"(DSConv)":[139],"from":[140],"computer":[141],"vision":[142],"into":[143],"U-Net":[144,154],"refer":[146],"new":[149],"model":[150],"(DSU-Net).":[155],"Specifically,":[156],"develop":[158],"original":[160],"DSConv":[161,166,239],"module,":[167],"which":[168],"can":[169,210],"extract":[170],"horizontally":[172],"continuous":[173],"texture":[174],"shallow":[177],"features":[178],"gather.":[182],"Many":[183],"experiments":[184],"show":[185],"that":[186],"DSU-Net":[187],"demonstrates":[188],"higher":[189],"accuracy":[190],"robustness":[192,243],"than":[193],"other":[195],"models,":[198],"achieving":[199],"state-of-the-art":[200],"(SOTA)":[201],"performance":[202],"field":[206],"surveys.":[207],"Particularly,":[208],"effectively":[211],"better":[216],"FBs.":[222],"addition,":[224],"ablation":[226],"experiment":[227],"anti-noise":[230],"experiment,":[231],"respectively,":[232],"verify":[233],"optimal":[235],"structure":[236],"module":[240]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}