{"id":"https://openalex.org/W7160331906","doi":"https://doi.org/10.1016/j.jvcir.2026.104837","title":"Text-prompt multi-scale integration and detail-aware enhancement network for homography estimation","display_name":"Text-prompt multi-scale integration and detail-aware enhancement network for homography estimation","publication_year":2026,"publication_date":"2026-05-05","ids":{"openalex":"https://openalex.org/W7160331906","doi":"https://doi.org/10.1016/j.jvcir.2026.104837"},"language":"en","primary_location":{"id":"doi:10.1016/j.jvcir.2026.104837","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jvcir.2026.104837","pdf_url":null,"source":{"id":"https://openalex.org/S105424869","display_name":"Journal of Visual Communication and Image Representation","issn_l":"1047-3203","issn":["1047-3203","1095-9076"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Visual Communication and Image Representation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.jvcir.2026.104837","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056289357","display_name":"Xiaoting Fan","orcid":"https://orcid.org/0000-0002-5437-3625"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoting Fan","raw_affiliation_strings":["Tianjin Key Laboratory of Wireless Mobile Communications and Power Transmission, Tianjin Normal University, Tianjin, 300387, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Wireless Mobile Communications and Power Transmission, Tianjin Normal University, Tianjin, 300387, PR China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135409948","display_name":"Ronglu Wang","orcid":"https://orcid.org/0009-0000-0815-1987"},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ronglu Wang","raw_affiliation_strings":["Tianjin Key Laboratory of Wireless Mobile Communications and Power Transmission, Tianjin Normal University, Tianjin, 300387, PR China"],"raw_orcid":"https://orcid.org/0009-0000-0815-1987","affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Wireless Mobile Communications and Power Transmission, Tianjin Normal University, Tianjin, 300387, PR China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135311383","display_name":"Shuang Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I15062923","display_name":"Tianjin Normal University","ror":"https://ror.org/05x2td559","country_code":"CN","type":"education","lineage":["https://openalex.org/I15062923"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuang Liu","raw_affiliation_strings":["Tianjin Key Laboratory of Wireless Mobile Communications and Power Transmission, Tianjin Normal University, Tianjin, 300387, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Wireless Mobile Communications and Power Transmission, Tianjin Normal University, Tianjin, 300387, PR China","institution_ids":["https://openalex.org/I15062923"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135300349","display_name":"Long Xing Sun","orcid":"https://orcid.org/0009-0001-7095-4606"},"institutions":[{"id":"https://openalex.org/I110109458","display_name":"Tianjin University of Commerce","ror":"https://ror.org/02b6amy98","country_code":"CN","type":"education","lineage":["https://openalex.org/I110109458"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Sun","raw_affiliation_strings":["School of Information and Engineering, Tianjin University of Commerce, Tianjin, 300134, PR China"],"raw_orcid":"https://orcid.org/0009-0001-7095-4606","affiliations":[{"raw_affiliation_string":"School of Information and Engineering, Tianjin University of Commerce, Tianjin, 300134, PR China","institution_ids":["https://openalex.org/I110109458"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5135311383"],"corresponding_institution_ids":["https://openalex.org/I15062923"],"apc_list":{"value":2150,"currency":"USD","value_usd":2150},"apc_paid":{"value":2150,"currency":"USD","value_usd":2150},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.54383113,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"118","issue":null,"first_page":"104837","last_page":"104837"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.35010001063346863,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.35010001063346863,"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":0.1534000039100647,"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/T11439","display_name":"Video Analysis and Summarization","score":0.10779999941587448,"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/homography","display_name":"Homography","score":0.5223000049591064},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.42250001430511475},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3012000024318695},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.2994000017642975},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.29789999127388}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6614999771118164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.626800000667572},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5608000159263611},{"id":"https://openalex.org/C28751775","wikidata":"https://www.wikidata.org/wiki/Q2112539","display_name":"Homography","level":4,"score":0.5223000049591064},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4309999942779541},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.42250001430511475},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.357699990272522},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3012000024318695},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.2994000017642975},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.29789999127388},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.2623000144958496},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.25949999690055847}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.jvcir.2026.104837","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jvcir.2026.104837","pdf_url":null,"source":{"id":"https://openalex.org/S105424869","display_name":"Journal of Visual Communication and Image Representation","issn_l":"1047-3203","issn":["1047-3203","1095-9076"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Visual Communication and Image Representation","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.jvcir.2026.104837","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.jvcir.2026.104837","pdf_url":null,"source":{"id":"https://openalex.org/S105424869","display_name":"Journal of Visual Communication and Image Representation","issn_l":"1047-3203","issn":["1047-3203","1095-9076"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Visual Communication and Image Representation","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1612997784","https://openalex.org/W1677409904","https://openalex.org/W2035379092","https://openalex.org/W2085261163","https://openalex.org/W2117228865","https://openalex.org/W2127709939","https://openalex.org/W2167667767","https://openalex.org/W2468435718","https://openalex.org/W2740578684","https://openalex.org/W2963346260","https://openalex.org/W2967756832","https://openalex.org/W2973665503","https://openalex.org/W2990655570","https://openalex.org/W3016959483","https://openalex.org/W3034275286","https://openalex.org/W3034438849","https://openalex.org/W3043075211","https://openalex.org/W3095840465","https://openalex.org/W3097941873","https://openalex.org/W3201906559","https://openalex.org/W3204526765","https://openalex.org/W4200235160","https://openalex.org/W4283838088","https://openalex.org/W4312376004","https://openalex.org/W4367301860","https://openalex.org/W4385973449","https://openalex.org/W4386065414","https://openalex.org/W4386065752","https://openalex.org/W4386071798","https://openalex.org/W4386072441","https://openalex.org/W4392824972","https://openalex.org/W4396667876","https://openalex.org/W4398756379","https://openalex.org/W4400070365","https://openalex.org/W4405363800","https://openalex.org/W4406115807","https://openalex.org/W4409817118","https://openalex.org/W4410250752","https://openalex.org/W4411350223","https://openalex.org/W4412434909","https://openalex.org/W4412792210","https://openalex.org/W4415063466","https://openalex.org/W4416743863","https://openalex.org/W7083289874","https://openalex.org/W7125607219"],"related_works":[],"abstract_inverted_index":{"As":[0],"a":[1,10,59,104,108,128,144,158],"fundamental":[2],"task":[3],"in":[4,13,52,90,138,169],"computer":[5,54],"vision,":[6],"homography":[7,69,130,135,167],"estimation":[8,131,168],"plays":[9],"critical":[11],"role":[12],"many":[14],"applications,":[15],"such":[16],"as":[17],"image":[18,32,120],"stitching,":[19],"augmented":[20],"reality,":[21],"and":[22,63,78,118,122,140,184],"multi-view":[23],"geometry.":[24],"However,":[25],"existing":[26],"methods":[27],"primarily":[28],"rely":[29],"on":[30],"low-level":[31],"visual":[33,77],"features":[34,121],"to":[35,83,116,133,150,164],"estimate":[36],"homography,":[37],"which":[38],"may":[39],"produce":[40],"inevitable":[41],"alignment":[42,136],"distortions.":[43],"Motivated":[44],"by":[45,103,190],"the":[46,72,86,95,152,176,180,187],"remarkable":[47],"success":[48],"of":[49,97],"vision-language":[50],"models":[51],"various":[53],"vision":[55],"tasks,":[56],"we":[57,126],"propose":[58],"text-prompt":[60,109],"multi-scale":[61,110],"integration":[62,112],"detail-aware":[64,145],"enhancement":[65,146],"network":[66],"(TMIDE-Net)":[67],"for":[68,85],"estimation,":[70],"where":[71,143],"multi-modal":[73],"information,":[74,80],"i.e.":[75],",":[76],"text":[79,123],"is":[81,114,148,162],"introduced":[82],"compensate":[84],"insufficient":[87],"geometric":[88],"cues":[89],"low-texture":[91,139],"regions.":[92],"Specifically,":[93],"with":[94],"help":[96],"auxiliary":[98],"semantic":[99],"language":[100],"knowledge":[101],"extracted":[102],"frozen":[105],"pretrained":[106],"CLIP,":[107],"feature":[111],"module":[113,132],"designed":[115],"extract":[117],"fuse":[119],"features.":[124],"Then,":[125],"design":[127],"coarse-to-fine":[129],"improve":[134],"accuracy":[137],"illumination-variant":[141],"regions,":[142],"block":[147],"presented":[149],"enhance":[151],"fine-grained":[153],"texture":[154],"representation":[155],"capability.":[156],"Finally,":[157],"multi-constraint":[159],"hybrid":[160],"loss":[161],"applied":[163],"obtain":[165],"robust":[166],"complex":[170],"scenes.":[171],"Extensive":[172],"experiments":[173],"indicate":[174],"that":[175],"proposed":[177],"TMIDE-Net":[178],"outperforms":[179],"state-of-the-arts":[181],"both":[182],"quantitatively":[183],"qualitatively,":[185],"reducing":[186],"average":[188],"error":[189],"approximately":[191],"13.5%.":[192]},"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2026-05-06T00:00:00"}