{"id":"https://openalex.org/W4402754036","doi":"https://doi.org/10.1109/cvpr52733.2024.01094","title":"H-ViT: A Hierarchical Vision Transformer for Deformable Image Registration","display_name":"H-ViT: A Hierarchical Vision Transformer for Deformable Image Registration","publication_year":2024,"publication_date":"2024-06-16","ids":{"openalex":"https://openalex.org/W4402754036","doi":"https://doi.org/10.1109/cvpr52733.2024.01094"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr52733.2024.01094","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr52733.2024.01094","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","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/A5019512958","display_name":"Morteza Ghahremani","orcid":"https://orcid.org/0000-0001-6423-6475"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Morteza Ghahremani","raw_affiliation_strings":["Technical University of Munich"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006947094","display_name":"Mohammad Khateri","orcid":"https://orcid.org/0000-0001-9553-3966"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]},{"id":"https://openalex.org/I4210107997","display_name":"Finland University","ror":"https://ror.org/014rks409","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210107997"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mohammad Khateri","raw_affiliation_strings":["University of Eastern Finland"],"affiliations":[{"raw_affiliation_string":"University of Eastern Finland","institution_ids":["https://openalex.org/I4210107997","https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037729712","display_name":"Bailiang Jian","orcid":"https://orcid.org/0009-0009-2419-0420"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bailiang Jian","raw_affiliation_strings":["Technical University of Munich"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039985608","display_name":"Benedikt Wiestler","orcid":"https://orcid.org/0000-0002-2963-7772"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benedikt Wiestler","raw_affiliation_strings":["Technical University of Munich"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107957531","display_name":"Ehsan Adeli","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ehsan Adeli","raw_affiliation_strings":["Stanford University"],"affiliations":[{"raw_affiliation_string":"Stanford University","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069195910","display_name":"Christian Wachinger","orcid":"https://orcid.org/0000-0002-3652-1874"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Wachinger","raw_affiliation_strings":["Technical University of Munich"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5019512958"],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":5.7226,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.9710953,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"11513","last_page":"11523"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9997000098228455,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9997000098228455,"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/T10036","display_name":"Advanced Neural Network Applications","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":0.9988999962806702,"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/computer-vision","display_name":"Computer vision","score":0.7686439752578735},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.7362335920333862},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7342989444732666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6546444296836853},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5095975399017334},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2757943868637085},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12378454208374023},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.05934572219848633},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.05874326825141907}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7686439752578735},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.7362335920333862},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7342989444732666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6546444296836853},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5095975399017334},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2757943868637085},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12378454208374023},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.05934572219848633},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.05874326825141907}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cvpr52733.2024.01094","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr52733.2024.01094","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":99,"referenced_works":["https://openalex.org/W1579576867","https://openalex.org/W2078524519","https://openalex.org/W2083099567","https://openalex.org/W2150534249","https://openalex.org/W2155298532","https://openalex.org/W2161191761","https://openalex.org/W2526537046","https://openalex.org/W2565639579","https://openalex.org/W2591418495","https://openalex.org/W2752785527","https://openalex.org/W2787740020","https://openalex.org/W2800232211","https://openalex.org/W2809972409","https://openalex.org/W2891631795","https://openalex.org/W2904555209","https://openalex.org/W2922479016","https://openalex.org/W2959226257","https://openalex.org/W2963196212","https://openalex.org/W2966108228","https://openalex.org/W2971293396","https://openalex.org/W2983976417","https://openalex.org/W2995394700","https://openalex.org/W3034908453","https://openalex.org/W3035201239","https://openalex.org/W3098181075","https://openalex.org/W3098269293","https://openalex.org/W3100018800","https://openalex.org/W3104370314","https://openalex.org/W3127751679","https://openalex.org/W3131500599","https://openalex.org/W3136762441","https://openalex.org/W3138516171","https://openalex.org/W3151130473","https://openalex.org/W3152828339","https://openalex.org/W3156621598","https://openalex.org/W3161718667","https://openalex.org/W3164513001","https://openalex.org/W3176521625","https://openalex.org/W3198035652","https://openalex.org/W3199376581","https://openalex.org/W3202321080","https://openalex.org/W3202981257","https://openalex.org/W3204255739","https://openalex.org/W3206815816","https://openalex.org/W4213298119","https://openalex.org/W4226497331","https://openalex.org/W4280508081","https://openalex.org/W4281729838","https://openalex.org/W4281860797","https://openalex.org/W4287204777","https://openalex.org/W4296056803","https://openalex.org/W4311442013","https://openalex.org/W4312254739","https://openalex.org/W4312455009","https://openalex.org/W4312468136","https://openalex.org/W4312567394","https://openalex.org/W4312673912","https://openalex.org/W4312694282","https://openalex.org/W4312809329","https://openalex.org/W4313041966","https://openalex.org/W4313070140","https://openalex.org/W4321021170","https://openalex.org/W4324301477","https://openalex.org/W4365145875","https://openalex.org/W4377002030","https://openalex.org/W4380551209","https://openalex.org/W4385454066","https://openalex.org/W4386352873","https://openalex.org/W4386651381","https://openalex.org/W4387415240","https://openalex.org/W4387642544","https://openalex.org/W4390872189","https://openalex.org/W4399498869","https://openalex.org/W6752766719","https://openalex.org/W6753359582","https://openalex.org/W6762885054","https://openalex.org/W6774788455","https://openalex.org/W6780226713","https://openalex.org/W6790275670","https://openalex.org/W6793517754","https://openalex.org/W6793606931","https://openalex.org/W6793964201","https://openalex.org/W6794262402","https://openalex.org/W6795999542","https://openalex.org/W6798024108","https://openalex.org/W6801350836","https://openalex.org/W6805024481","https://openalex.org/W6838205934","https://openalex.org/W6838657870","https://openalex.org/W6839086794","https://openalex.org/W6846976909","https://openalex.org/W6849243999","https://openalex.org/W6849895802","https://openalex.org/W6850964112","https://openalex.org/W6851004750","https://openalex.org/W6851275408","https://openalex.org/W6853378651","https://openalex.org/W6855834473","https://openalex.org/W6856563863"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,29,37,146],"novel":[4],"top-down":[5],"representation":[6,88],"approach":[7],"for":[8,104,111],"deformable":[9],"image":[10],"registration,":[11],"which":[12],"estimates":[13],"the":[14,48,59,87,90,97,106,112,122,136,150],"deformation":[15,49,60,91],"field":[16,50,61,92],"by":[17],"capturing":[18],"various":[19],"short-and":[20],"long-range":[21],"flow":[22,77],"features":[23,46,74],"at":[24,161],"different":[25,116],"scale":[26],"levels.":[27],"As":[28],"Hierarchical":[30],"Vision":[31],"Transformer":[32],"(H-":[33],"ViT),":[34],"we":[35],"propose":[36],"dual":[38],"self-attention":[39,98],"and":[40,132],"cross-attention":[41,107],"mechanism":[42],"that":[43],"uses":[44],"high-level":[45,73],"in":[47,58,93,140,149],"to":[51,83,86,118],"represent":[52],"low-level":[53],"ones,":[54],"enabling":[55],"information":[56],"streams":[57],"across":[62,115],"all":[63],"voxel":[64,125],"patch":[65],"embeddings":[66],"irrespective":[67],"of":[68,89,152],"their":[69],"spatial":[70],"proximity.":[71],"Since":[72],"contain":[75],"abstract":[76],"patterns,":[78],"such":[79],"patterns":[80,103],"are":[81],"expected":[82],"effectively":[84],"contribute":[85],"lower":[94],"scales.":[95],"When":[96],"module":[99],"utilizes":[100],"within-scale":[101],"short-range":[102],"representation,":[105],"modules":[108],"dynamically":[109],"look":[110],"key":[113],"tokens":[114],"scales":[117],"further":[119],"interact":[120],"with":[121],"local":[123],"query":[124],"patches.":[126],"Our":[127],"method":[128],"shows":[129],"superior":[130],"accuracy":[131],"visual":[133],"quality":[134],"over":[135],"state-of-the-art":[137],"registration":[138],"methods":[139],"five":[141],"publicly":[142],"available":[143,160],"datasets,":[144],"highlighting":[145],"substantial":[147],"enhancement":[148],"performance":[151],"medical":[153],"imaging":[154],"registration.":[155],"The":[156],"project":[157],"link":[158],"is":[159],"https://mogvision.github.io/hvit.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}
