{"id":"https://openalex.org/W4390591077","doi":"https://doi.org/10.1109/tgrs.2024.3349781","title":"Automatic Velocity Analysis Based on Unsupervised Physical Constraints Learning","display_name":"Automatic Velocity Analysis Based on Unsupervised Physical Constraints Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390591077","doi":"https://doi.org/10.1109/tgrs.2024.3349781"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3349781","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3349781","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/A5006296087","display_name":"Qiao Cheng","orcid":"https://orcid.org/0009-0004-8598-8341"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiao Cheng","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0009-0004-8598-8341","affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101936036","display_name":"Xiangbo Gong","orcid":"https://orcid.org/0000-0002-1628-5210"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangbo Gong","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0002-1628-5210","affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101709409","display_name":"Bin Hu","orcid":"https://orcid.org/0000-0002-5608-4966"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Hu","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0002-5608-4966","affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087894408","display_name":"Junming Zhang","orcid":"https://orcid.org/0000-0002-4576-4560"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junming Zhang","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun, China"],"raw_orcid":"https://orcid.org/0000-0002-4576-4560","affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104122994","display_name":"Hongyu Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyu Zhu","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048300080","display_name":"Shiqi Lv","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210134929","display_name":"Jilin Province Science and Technology Department","ror":"https://ror.org/049x38272","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210134929"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiqi Lv","raw_affiliation_strings":["College of Geo-Exploration Science and Technology, Jilin University, Changchun, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Geo-Exploration Science and Technology, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I4210134929"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3365,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46167233,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9997000098228455,"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":0.9987999796867371,"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/T13018","display_name":"Seismology and Earthquake Studies","score":0.9977999925613403,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7948032021522522},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.662630558013916},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5946434736251831},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5386343598365784},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5286555886268616},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.527463436126709},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4773117005825043},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4505399763584137},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.4140714406967163},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4103530943393707},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.379050612449646},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18021780252456665},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1605946123600006},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.15008074045181274}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7948032021522522},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.662630558013916},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5946434736251831},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5386343598365784},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5286555886268616},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.527463436126709},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4773117005825043},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4505399763584137},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4140714406967163},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4103530943393707},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.379050612449646},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18021780252456665},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1605946123600006},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.15008074045181274},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3349781","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3349781","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":0.699999988079071,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G1375355238","display_name":null,"funder_award_id":"AB21196028","funder_id":"https://openalex.org/F4320336589","funder_display_name":"Guangxi Key Research and Development Program"},{"id":"https://openalex.org/G796698178","display_name":"\u57fa\u4e8e\u538b\u7f29\u611f\u77e5\u7684\u91d1\u5c5e\u77ff\u5730\u9707\u6700\u5c0f\u4e8c\u4e58\u9006\u65f6\u504f\u79fb\u65b9\u6cd5\u7814\u7a76","funder_award_id":"42074151","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"},{"id":"https://openalex.org/F4320336589","display_name":"Guangxi Key Research and Development Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W195533127","https://openalex.org/W1593527211","https://openalex.org/W1901129140","https://openalex.org/W1968201113","https://openalex.org/W1973540739","https://openalex.org/W1977556410","https://openalex.org/W2020447731","https://openalex.org/W2020822085","https://openalex.org/W2028980835","https://openalex.org/W2043925836","https://openalex.org/W2052268017","https://openalex.org/W2056662757","https://openalex.org/W2059230732","https://openalex.org/W2077931429","https://openalex.org/W2079583594","https://openalex.org/W2100245965","https://openalex.org/W2102589063","https://openalex.org/W2120704348","https://openalex.org/W2130744222","https://openalex.org/W2131074607","https://openalex.org/W2131232771","https://openalex.org/W2140092250","https://openalex.org/W2231455068","https://openalex.org/W2397742003","https://openalex.org/W2404692435","https://openalex.org/W2522338163","https://openalex.org/W2581082771","https://openalex.org/W2592929672","https://openalex.org/W2745889243","https://openalex.org/W2768009915","https://openalex.org/W2805454539","https://openalex.org/W2889825544","https://openalex.org/W2899651173","https://openalex.org/W2912052494","https://openalex.org/W2925877003","https://openalex.org/W2967430772","https://openalex.org/W2968311805","https://openalex.org/W2979483515","https://openalex.org/W2981595546","https://openalex.org/W2986812080","https://openalex.org/W3087508233","https://openalex.org/W3088450091","https://openalex.org/W3098605233","https://openalex.org/W3102755745","https://openalex.org/W3106517466","https://openalex.org/W3201461236","https://openalex.org/W3204992170","https://openalex.org/W3205843994","https://openalex.org/W3209984511","https://openalex.org/W4226069328","https://openalex.org/W4236430992","https://openalex.org/W4280602139","https://openalex.org/W4280627916","https://openalex.org/W4293298413","https://openalex.org/W4307619551","https://openalex.org/W4313525856","https://openalex.org/W4317754285","https://openalex.org/W4362690177","https://openalex.org/W4366142227","https://openalex.org/W6607976765","https://openalex.org/W6637131181","https://openalex.org/W6839026601"],"related_works":["https://openalex.org/W3148060700","https://openalex.org/W3080681248","https://openalex.org/W4376646226","https://openalex.org/W4287685660","https://openalex.org/W3047177827","https://openalex.org/W2057778272","https://openalex.org/W4319302697","https://openalex.org/W2986085304","https://openalex.org/W2163389298","https://openalex.org/W205223620"],"abstract_inverted_index":{"The":[0,154],"velocity":[1,28,33,58,79,118],"analysis":[2,29,59,80],"requires":[3,60],"a":[4,44,121],"significant":[5],"degree":[6],"of":[7,47,77,105,164],"automation":[8],"due":[9],"to":[10,30,68,148],"its":[11],"time":[12],"consuming":[13],"and":[14,51,64,126,135,156],"labor-intensive":[15],"nature.":[16],"Recently,":[17],"clustering":[18,106,146],"algorithms,":[19],"an":[20,85],"unsupervised":[21],"learning":[22,37],"method,":[23],"have":[24,160],"been":[25],"used":[26,139],"in":[27,116],"achieve":[31],"automated":[32],"picking.":[34],"Unlike":[35],"supervised":[36],"methods,":[38],"this":[39],"approach":[40],"does":[41],"not":[42],"require":[43],"large":[45],"amount":[46],"high-quality":[48],"labeled":[49],"data":[50,91,158],"high":[52],"training":[53],"costs.":[54],"Meanwhile,":[55,129],"existing":[56],"clustering-based":[57],"high-signal-to-noise":[61],"ratio":[62],"inputs":[63],"is":[65],"particularly":[66],"sensitive":[67],"multiple":[69,94,127],"reflection":[70],"noise,":[71],"which":[72],"severely":[73],"limits":[74],"the":[75,103,112,117,145,151,162,165],"effectiveness":[76,163],"automatic":[78],"(AVA)":[81],"methods.":[82],"To":[83],"provide":[84],"adaptive":[86],"AVA":[87],"method":[88],"for":[89,144],"seismic":[90],"that":[92],"contains":[93],"reflections,":[95],"we":[96,110],"introduce":[97],"physical":[98,131,141],"prior":[99,142],"knowledge":[100],"constraints":[101],"within":[102],"framework":[104],"algorithms.":[107],"In":[108],"particular,":[109],"transformed":[111],"peak":[113],"picking":[114],"problem":[115,123],"spectrum":[119],"into":[120],"classification":[122,152],"between":[124],"primary":[125,136],"reflections.":[128],"three":[130],"attributes,":[132],"velocity,":[133],"amplitude,":[134],"similarity,":[137],"are":[138],"as":[140],"information":[143],"algorithm":[147],"help":[149],"solving":[150],"problem.":[153],"synthesized":[155],"field":[157],"examples":[159],"proven":[161],"proposed":[166],"method.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
