{"id":"https://openalex.org/W4410297734","doi":"https://doi.org/10.1109/isbi60581.2025.10980992","title":"Tell2Reg: Establishing Spatial Correspondence between Images by the Same Language Prompts","display_name":"Tell2Reg: Establishing Spatial Correspondence between Images by the Same Language Prompts","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W4410297734","doi":"https://doi.org/10.1109/isbi60581.2025.10980992"},"language":"en","primary_location":{"id":"doi:10.1109/isbi60581.2025.10980992","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10980992","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5049864759","display_name":"Wenyi Yan","orcid":"https://orcid.org/0000-0001-9006-6270"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Wen Yan","raw_affiliation_strings":["UCL Hawkes Institute, University College London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCL Hawkes Institute, University College London","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027480503","display_name":"Qianye Yang","orcid":"https://orcid.org/0000-0003-4401-5311"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qianye Yang","raw_affiliation_strings":["UCL Hawkes Institute, University College London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCL Hawkes Institute, University College London","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058687893","display_name":"Shiqi Huang","orcid":"https://orcid.org/0000-0002-3032-7413"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shiqi Huang","raw_affiliation_strings":["UCL Hawkes Institute, University College London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCL Hawkes Institute, University College London","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101401275","display_name":"Yipei Wang","orcid":"https://orcid.org/0000-0002-9589-7177"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yipei Wang","raw_affiliation_strings":["UCL Hawkes Institute, University College London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCL Hawkes Institute, University College London","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113046248","display_name":"Shonit Punwani","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shonit Punwani","raw_affiliation_strings":["Centre for Medical Imaging, Division of Medicine, University College London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Medical Imaging, Division of Medicine, University College London","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083172675","display_name":"Mark Emberton","orcid":"https://orcid.org/0000-0003-4230-0338"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mark Emberton","raw_affiliation_strings":["University College London,Division of Surgery and Interventional Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College London,Division of Surgery and Interventional Science","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030228437","display_name":"Vasilis Stavrinides","orcid":"https://orcid.org/0000-0003-0011-9792"},"institutions":[{"id":"https://openalex.org/I2801345345","display_name":"Cancer Institute (WIA)","ror":"https://ror.org/01tc10z29","country_code":"IN","type":"healthcare","lineage":["https://openalex.org/I2801345345"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB","IN"],"is_corresponding":false,"raw_author_name":"Vasilis Stavrinides","raw_affiliation_strings":["Cancer Institute, University College London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cancer Institute, University College London","institution_ids":["https://openalex.org/I2801345345","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yipeng Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yipeng Hu","raw_affiliation_strings":["UCL Hawkes Institute, University College London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCL Hawkes Institute, University College London","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066703217","display_name":"Dean C. Barratt","orcid":"https://orcid.org/0000-0003-2916-655X"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dean Barratt","raw_affiliation_strings":["UCL Hawkes Institute, University College London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCL Hawkes Institute, University College London","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4136,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.78865548,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9706000089645386,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9706000089645386,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9402999877929688,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9077000021934509,"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-science","display_name":"Computer science","score":0.7703235745429993},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5834006071090698},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.46841874718666077},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45683830976486206},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3733321726322174},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32607483863830566}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7703235745429993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5834006071090698},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.46841874718666077},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45683830976486206},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3733321726322174},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32607483863830566}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi60581.2025.10980992","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10980992","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","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":15,"referenced_works":["https://openalex.org/W2134548622","https://openalex.org/W2413073178","https://openalex.org/W2891631795","https://openalex.org/W2904234367","https://openalex.org/W3124849228","https://openalex.org/W3134329288","https://openalex.org/W4221148937","https://openalex.org/W4226497331","https://openalex.org/W4306914348","https://openalex.org/W4390874575","https://openalex.org/W4402673524","https://openalex.org/W4403649766","https://openalex.org/W4404612908","https://openalex.org/W6755207826","https://openalex.org/W6872816736"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","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":{"Spatial":[0],"correspondence":[1],"can":[2,40],"be":[3,41],"represented":[4],"by":[5,43],"pairs":[6],"of":[7,78,91],"segmented":[8],"regions,":[9],"such":[10,35],"that":[11,34,124],"the":[12,44,53,92,114,158,173,180,186],"image":[13,79],"registration":[14,70,80,130,137],"networks":[15],"aim":[16],"to":[17,74,145,154],"segment":[18],"corresponding":[19,37],"regions":[20,178],"rather":[21],"than":[22],"predicting":[23],"displacement":[24],"fields":[25],"or":[26],"transformation":[27],"parameters.":[28],"In":[29,82],"this":[30,83,129],"work,":[31],"we":[32,85],"show":[33],"a":[36,65,75,142,163],"region":[38],"pair":[39],"predicted":[42],"same":[45],"language":[46,167,183],"prompt":[47],"on":[48,59],"two":[49],"different":[50],"images":[51],"using":[52,89],"pre-trained":[54],"large":[55],"multimodal":[56],"models":[57],"based":[58],"GroundingDINO":[60],"and":[61,68,106,118,122,140,169,179,189],"SAM.":[62],"This":[63,132],"enables":[64],"fully":[66],"automated":[67],"training-free":[69],"algorithm,":[71],"potentially":[72],"generalisable":[73],"wide":[76],"range":[77],"tasks.":[81],"paper,":[84],"present":[86],"experimental":[87],"results":[88,150],"one":[90],"challenging":[93],"tasks,":[94],"registering":[95],"inter-subject":[96],"prostate":[97],"MR":[98],"images,":[99],"which":[100],"involves":[101],"both":[102],"highly":[103],"variable":[104],"intensity":[105],"morphology":[107],"between":[108,166,185],"patients.":[109],"Tell2Reg":[110],"is":[111,162,193],"training-free,":[112],"eliminating":[113],"need":[115],"for":[116,128,157],"costly":[117],"time-consuming":[119],"data":[120],"curation":[121],"labelling":[123],"was":[125],"previously":[126],"required":[127],"task.":[131],"approach":[133],"outperforms":[134],"unsupervised":[135],"learning-based":[136],"methods":[138],"tested,":[139],"has":[141],"performance":[143],"comparable":[144],"weakly-supervised":[146],"methods.":[147],"Additional":[148],"qualitative":[149],"are":[151],"also":[152],"presented":[153],"suggest":[155],"that,":[156],"first":[159],"time,":[160],"there":[161],"potential":[164],"correlation":[165],"semantics":[168],"spatial":[170,174],"correspondence,":[171],"including":[172],"invariance":[175],"in":[176,182],"language-prompted":[177],"difference":[181],"prompts":[184],"obtained":[187],"local":[188],"global":[190],"correspondences.":[191],"Code":[192],"available":[194],"at":[195],"https://github.com/yanwenCi7Tell2Reg.git.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}