{"id":"https://openalex.org/W3165710677","doi":"https://doi.org/10.1109/tpami.2021.3083543","title":"SymReg-GAN: Symmetric Image Registration with Generative Adversarial Networks","display_name":"SymReg-GAN: Symmetric Image Registration with Generative Adversarial Networks","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3165710677","doi":"https://doi.org/10.1109/tpami.2021.3083543","mag":"3165710677","pmid":"https://pubmed.ncbi.nlm.nih.gov/34033536"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2021.3083543","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2021.3083543","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5007211501","display_name":"Yuanjie Zheng","orcid":"https://orcid.org/0000-0002-5786-2491"},"institutions":[{"id":"https://openalex.org/I4210137558","display_name":"Beijing University of Agriculture","ror":"https://ror.org/03t9adt98","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210137558"]},{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuanjie Zheng","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, 47856 Jinan, Shandong, China, (e-mail: zhengyuanjie@gmail.com)","School of Information Science and Engineering, Shandong Normal University, Jinan, China","School of Biological Science and Medical Engineering, BUAA, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, 47856 Jinan, Shandong, China, (e-mail: zhengyuanjie@gmail.com)","institution_ids":["https://openalex.org/I28006308"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]},{"raw_affiliation_string":"School of Biological Science and Medical Engineering, BUAA, Beijing, China","institution_ids":["https://openalex.org/I4210137558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037057824","display_name":"Xiaodan Sui","orcid":"https://orcid.org/0000-0003-1736-6255"},"institutions":[{"id":"https://openalex.org/I4210137558","display_name":"Beijing University of Agriculture","ror":"https://ror.org/03t9adt98","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210137558"]},{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodan Sui","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, 47856 Jinan, Shandong, China, (e-mail: xiaodan.sui@qq.com)","School of Biological Science and Medical Engineering, BUAA, Beijing, China","School of Information Science and Engineering, Shandong Normal University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, 47856 Jinan, Shandong, China, (e-mail: xiaodan.sui@qq.com)","institution_ids":["https://openalex.org/I28006308"]},{"raw_affiliation_string":"School of Biological Science and Medical Engineering, BUAA, Beijing, China","institution_ids":["https://openalex.org/I4210137558"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032645234","display_name":"Yanyun Jiang","orcid":"https://orcid.org/0000-0001-8481-6733"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]},{"id":"https://openalex.org/I4210137558","display_name":"Beijing University of Agriculture","ror":"https://ror.org/03t9adt98","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210137558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyun Jiang","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Normal University, 47856 Jinan, Shandong, China, (e-mail: yanyun.jiang@qq.com)","School of Information Science and Engineering, Shandong Normal University, Jinan, China","School of Biological Science and Medical Engineering, BUAA, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, 47856 Jinan, Shandong, China, (e-mail: yanyun.jiang@qq.com)","institution_ids":["https://openalex.org/I28006308"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]},{"raw_affiliation_string":"School of Biological Science and Medical Engineering, BUAA, Beijing, China","institution_ids":["https://openalex.org/I4210137558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006947252","display_name":"Tontong Che","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]},{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tontong Che","raw_affiliation_strings":["School of Biological Science and Medical Engineering, Beihang University, 12633 Beijing, Beijing, China, (e-mail: tong.che@qq.com)","School of Information Science and Engineering, Shandong Normal University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"School of Biological Science and Medical Engineering, Beihang University, 12633 Beijing, Beijing, China, (e-mail: tong.che@qq.com)","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066553616","display_name":"Shaoting Zhang","orcid":"https://orcid.org/0000-0002-8719-448X"},"institutions":[{"id":"https://openalex.org/I4210092218","display_name":"Sensimetrics Corporation","ror":"https://ror.org/00h7y2d26","country_code":"US","type":"company","lineage":["https://openalex.org/I4210092218"]},{"id":"https://openalex.org/I4210128910","display_name":"Group Sense (China)","ror":"https://ror.org/036wd5777","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210128910"]},{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Shaoting Zhang","raw_affiliation_strings":["SenseTime Research, SenseTime Research, Beijing, Beijing, China, (e-mail: zhangshaoting@sensetime.com)","SenseTime Research, Beijing, China","School of Information Science and Engineering, Shandong Normal University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"SenseTime Research, SenseTime Research, Beijing, Beijing, China, (e-mail: zhangshaoting@sensetime.com)","institution_ids":["https://openalex.org/I4210092218"]},{"raw_affiliation_string":"SenseTime Research, Beijing, China","institution_ids":["https://openalex.org/I4210128910"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100404947","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0003-4801-7162"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Yang","raw_affiliation_strings":["Inst. Image Proc & Pattern Recog, Shanghai Jiao Tong University, Shanghai, Shanghai, China, 200240 (e-mail: jieyang@sjtu.edu.cn)","School of Information Science and Engineering, Shandong Normal University, Jinan, China","School of Electronics and Information Shanghai Jiao Tong University 800 DongChuan Road,200240, China"],"affiliations":[{"raw_affiliation_string":"Inst. Image Proc & Pattern Recog, Shanghai Jiao Tong University, Shanghai, Shanghai, China, 200240 (e-mail: jieyang@sjtu.edu.cn)","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]},{"raw_affiliation_string":"School of Electronics and Information Shanghai Jiao Tong University 800 DongChuan Road,200240, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100732450","display_name":"Hongsheng Li","orcid":"https://orcid.org/0000-0002-2664-7975"},"institutions":[{"id":"https://openalex.org/I28006308","display_name":"Shandong Normal University","ror":"https://ror.org/01wy3h363","country_code":"CN","type":"education","lineage":["https://openalex.org/I28006308"]},{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongsheng Li","raw_affiliation_strings":["Electronic Engineering, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong, (e-mail: hsli@ee.cuhk.edu.hk)","Department of Electronic Engineering, The Chi-nese University of Hong Kong, Shatin, N. T., Hong Kong","School of Information Science and Engineering, Shandong Normal University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Electronic Engineering, The Chinese University of Hong Kong, Shatin, N.T., Hong Kong, (e-mail: hsli@ee.cuhk.edu.hk)","institution_ids":["https://openalex.org/I177725633"]},{"raw_affiliation_string":"Department of Electronic Engineering, The Chi-nese University of Hong Kong, Shatin, N. T., Hong Kong","institution_ids":[]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Normal University, Jinan, China","institution_ids":["https://openalex.org/I28006308"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5007211501"],"corresponding_institution_ids":["https://openalex.org/I28006308","https://openalex.org/I4210137558"],"apc_list":null,"apc_paid":null,"fwci":4.9955,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.96428105,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"44","issue":"9","first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9994999766349792,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9994999766349792,"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":0.9991999864578247,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9991999864578247,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.701485276222229},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.6909055709838867},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.676866888999939},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6276729106903076},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5699379444122314},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5147473812103271},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5084656476974487},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4705009162425995},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4623158872127533}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.701485276222229},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6909055709838867},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.676866888999939},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6276729106903076},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5699379444122314},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5147473812103271},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5084656476974487},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4705009162425995},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4623158872127533}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2021.3083543","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2021.3083543","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:34033536","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34033536","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.7300000190734863}],"awards":[{"id":"https://openalex.org/G7030860546","display_name":null,"funder_award_id":"81871508","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8498003072","display_name":null,"funder_award_id":"61773246","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":64,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1581573489","https://openalex.org/W1960717653","https://openalex.org/W1970928383","https://openalex.org/W1971196148","https://openalex.org/W1976253288","https://openalex.org/W2001666669","https://openalex.org/W2031455162","https://openalex.org/W2056226026","https://openalex.org/W2068897382","https://openalex.org/W2089371040","https://openalex.org/W2097184811","https://openalex.org/W2103857226","https://openalex.org/W2113576511","https://openalex.org/W2115167851","https://openalex.org/W2116535866","https://openalex.org/W2118961645","https://openalex.org/W2125822693","https://openalex.org/W2146497006","https://openalex.org/W2147555557","https://openalex.org/W2148726987","https://openalex.org/W2156213500","https://openalex.org/W2464708700","https://openalex.org/W2507953016","https://openalex.org/W2551450270","https://openalex.org/W2604920239","https://openalex.org/W2622673649","https://openalex.org/W2751297520","https://openalex.org/W2752785527","https://openalex.org/W2753461941","https://openalex.org/W2767463438","https://openalex.org/W2787740020","https://openalex.org/W2798720196","https://openalex.org/W2804440331","https://openalex.org/W2886541372","https://openalex.org/W2890374903","https://openalex.org/W2890761445","https://openalex.org/W2891590469","https://openalex.org/W2891631795","https://openalex.org/W2900298334","https://openalex.org/W2920911118","https://openalex.org/W2945717355","https://openalex.org/W2959226257","https://openalex.org/W2962793481","https://openalex.org/W2962825119","https://openalex.org/W2963073614","https://openalex.org/W2963196212","https://openalex.org/W2963709863","https://openalex.org/W2963720324","https://openalex.org/W2963904328","https://openalex.org/W2963971125","https://openalex.org/W2977883299","https://openalex.org/W2979923044","https://openalex.org/W3098269293","https://openalex.org/W3098315580","https://openalex.org/W3106537870","https://openalex.org/W4241074797","https://openalex.org/W6618372016","https://openalex.org/W6631190155","https://openalex.org/W6691096134","https://openalex.org/W6743261063","https://openalex.org/W6753548976","https://openalex.org/W6754372859","https://openalex.org/W6755891590"],"related_works":["https://openalex.org/W2888032422","https://openalex.org/W2996316059","https://openalex.org/W4385421777","https://openalex.org/W4377980832","https://openalex.org/W2897769091","https://openalex.org/W2845413374","https://openalex.org/W3005996785","https://openalex.org/W4297411772","https://openalex.org/W4283758926","https://openalex.org/W4235873501"],"abstract_inverted_index":{"Symmetric":[0],"image":[1,23,34,93,134,143],"registration":[2,24,46,98,114],"estimates":[3],"bi-directional":[4],"spatial":[5],"transformations":[6],"between":[7],"images":[8,51,101],"while":[9],"enforcing":[10],"an":[11,142],"inverse-consistency.":[12],"Its":[13],"capability":[14],"of":[15,33,99,128,157,188],"eliminating":[16],"bias":[17],"introduced":[18],"inevitably":[19],"by":[20,54,118],"generic":[21],"single-directional":[22],"allows":[25],"more":[26],"precise":[27],"analysis":[28],"in":[29,63],"different":[30],"interdisciplinary":[31],"applications":[32],"registration,":[35],"e.g.,":[36],"computational":[37],"anatomy":[38],"and":[39,106,137,154,175,182],"shape":[40],"analysis.":[41],"However,":[42],"most":[43],"existing":[44,192],"symmetric":[45,92,97],"techniques":[47],"especially":[48],"for":[49,71,122],"multimodal":[50],"are":[52],"limited":[53],"low":[55],"speed":[56],"from":[57,132,166],"the":[58,125,129,150,186],"commonly-used":[59],"iterative":[60],"optimization,":[61],"hardship":[62],"exploring":[64],"inter-modality":[65],"relations":[66],"or":[67],"high":[68],"labor":[69],"cost":[70],"labeling":[72],"data.":[73],"We":[74,95],"propose":[75],"SymReg-GAN":[76,189],"to":[77,91,135,160,190],"shatter":[78],"these":[79],"limits,":[80],"which":[81],"is":[82,116],"a":[83,103,110,120],"novel":[84],"generative":[85],"adversarial":[86],"networks":[87],"(GAN)":[88],"based":[89],"approach":[90],"registration.":[94],"formulate":[96],"unimodal/multimodal":[100],"as":[102],"conditional":[104],"GAN":[105],"train":[107],"it":[108],"with":[109],"semi-supervised":[111,146],"strategy.":[112],"The":[113,145],"symmetry":[115],"realized":[117],"introducing":[119],"loss":[121],"encouraging":[123],"that":[124],"cycle":[126],"composed":[127],"geometric":[130],"transformation":[131],"one":[133],"another":[136],"its":[138],"reverse":[139],"should":[140],"bring":[141],"back.":[144],"learning":[147],"enables":[148],"both":[149],"precious":[151],"labeled":[152],"data":[153,159],"large":[155],"amounts":[156],"unlabeled":[158],"be":[161],"fully":[162],"exploited.":[163],"Experimental":[164],"results":[165],"six":[167],"public":[168],"brain":[169],"magnetic":[170],"resonance":[171],"imaging":[172],"(MRI)":[173],"datasets":[174],"1":[176],"our":[177],"own":[178],"computed":[179],"tomography":[180],"(CT)":[181],"MRI":[183],"dataset":[184],"demonstrate":[185],"superiority":[187],"several":[191],"state-of-the-art":[193],"methods.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}