{"id":"https://openalex.org/W4413088406","doi":"https://doi.org/10.1109/ssp64130.2025.11073298","title":"Spatio-temporal Super-Resolution of Thermal Image Sequences through Kalman Filtering and Smoothing","display_name":"Spatio-temporal Super-Resolution of Thermal Image Sequences through Kalman Filtering and Smoothing","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4413088406","doi":"https://doi.org/10.1109/ssp64130.2025.11073298"},"language":"en","primary_location":{"id":"doi:10.1109/ssp64130.2025.11073298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssp64130.2025.11073298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Statistical Signal Processing Workshop (SSP)","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/A5079925916","display_name":"Sabeethan Kanagasingham","orcid":"https://orcid.org/0000-0002-1000-4799"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Sabeethan Kanagasingham","raw_affiliation_strings":["The University of Sheffield,School of Electrical and Electronic Engineering,Sheffield,United Kingdom"],"affiliations":[{"raw_affiliation_string":"The University of Sheffield,School of Electrical and Electronic Engineering,Sheffield,United Kingdom","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013002854","display_name":"Andrew R. Mills","orcid":"https://orcid.org/0000-0002-6798-5284"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew R. Mills","raw_affiliation_strings":["The University of Sheffield,School of Electrical and Electronic Engineering,Sheffield,United Kingdom"],"affiliations":[{"raw_affiliation_string":"The University of Sheffield,School of Electrical and Electronic Engineering,Sheffield,United Kingdom","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085942306","display_name":"Visakan Kadirkamanathan","orcid":"https://orcid.org/0000-0002-4243-2501"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Visakan Kadirkamanathan","raw_affiliation_strings":["The University of Sheffield,School of Electrical and Electronic Engineering,Sheffield,United Kingdom"],"affiliations":[{"raw_affiliation_string":"The University of Sheffield,School of Electrical and Electronic Engineering,Sheffield,United Kingdom","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5079925916"],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23371648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998000264167786,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998000264167786,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9990000128746033,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.8868078589439392},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.8486574292182922},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5926677584648132},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5818018317222595},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5590956211090088},{"id":"https://openalex.org/keywords/fast-kalman-filter","display_name":"Fast Kalman filter","score":0.5260313153266907},{"id":"https://openalex.org/keywords/superresolution","display_name":"Superresolution","score":0.5031790137290955},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4983198642730713},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4848857820034027},{"id":"https://openalex.org/keywords/moving-horizon-estimation","display_name":"Moving horizon estimation","score":0.48261770606040955},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.2891368269920349}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.8868078589439392},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.8486574292182922},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5926677584648132},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5818018317222595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5590956211090088},{"id":"https://openalex.org/C150679823","wikidata":"https://www.wikidata.org/wiki/Q5436946","display_name":"Fast Kalman filter","level":4,"score":0.5260313153266907},{"id":"https://openalex.org/C141239990","wikidata":"https://www.wikidata.org/wiki/Q957423","display_name":"Superresolution","level":3,"score":0.5031790137290955},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4983198642730713},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4848857820034027},{"id":"https://openalex.org/C50050547","wikidata":"https://www.wikidata.org/wiki/Q6927137","display_name":"Moving horizon estimation","level":4,"score":0.48261770606040955},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.2891368269920349}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssp64130.2025.11073298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssp64130.2025.11073298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Statistical Signal Processing Workshop (SSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320342","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W776618452","https://openalex.org/W2167646546","https://openalex.org/W2587684384","https://openalex.org/W2905727092","https://openalex.org/W2943318449","https://openalex.org/W2965846399","https://openalex.org/W2978980302","https://openalex.org/W3013529009","https://openalex.org/W3027000927","https://openalex.org/W3102489604","https://openalex.org/W3174134918","https://openalex.org/W3207617303","https://openalex.org/W4223901387","https://openalex.org/W4246945738","https://openalex.org/W4292253977","https://openalex.org/W4380081523","https://openalex.org/W4381950898","https://openalex.org/W4387613490"],"related_works":["https://openalex.org/W4225393332","https://openalex.org/W4405267133","https://openalex.org/W1506303183","https://openalex.org/W4412346208","https://openalex.org/W1580685205","https://openalex.org/W3004000015","https://openalex.org/W2064665624","https://openalex.org/W2369564630","https://openalex.org/W2363340733","https://openalex.org/W2396654980"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"the":[3,34,47,62,85],"challenge":[4],"of":[5,8,61,103],"spatio-temporal":[6],"enhancement":[7],"thermal":[9,17,63,75,91,96],"imaging":[10,18],"in":[11,101],"additive":[12],"manufacturing":[13],"(AM),":[14],"where":[15],"conventional":[16],"systems":[19],"struggle":[20],"with":[21],"limited":[22],"spatial":[23,42,79],"and":[24,37,43,70,77],"temporal":[25,44],"resolution.":[26],"A":[27],"novel":[28],"approach":[29,87],"is":[30],"proposed":[31,86],"to":[32,72],"extend":[33],"Kalman":[35,68],"filtering":[36],"Smoothing":[38],"framework":[39],"for":[40],"combined":[41],"super-resolution,":[45],"treating":[46],"problem":[48],"as":[49],"a":[50,58,67],"missing":[51],"observation":[52],"estimation":[53],"task.":[54],"The":[55],"method":[56],"integrates":[57],"state-space":[59],"representation":[60],"diffusion":[64],"process,":[65],"leveraging":[66],"filter":[69],"smoother":[71],"predict":[73],"inter-frame":[74],"variations":[76],"refine":[78],"details.":[80],"Simulation":[81],"results":[82],"demonstrate":[83],"that":[84],"effectively":[88],"reconstructs":[89],"high-resolution":[90],"images":[92],"while":[93],"preserving":[94],"transient":[95],"behaviors,":[97],"outperforming":[98],"bi-cubic":[99],"interpolation":[100],"terms":[102],"reconstruction":[104],"quality.":[105]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
