{"id":"https://openalex.org/W3088963712","doi":"https://doi.org/10.1145/3417519.3417520","title":"Multimodal Image Fusion Based on Random Projection and Joint Sparse Representation","display_name":"Multimodal Image Fusion Based on Random Projection and Joint Sparse Representation","publication_year":2020,"publication_date":"2020-08-21","ids":{"openalex":"https://openalex.org/W3088963712","doi":"https://doi.org/10.1145/3417519.3417520","mag":"3088963712"},"language":"en","primary_location":{"id":"doi:10.1145/3417519.3417520","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3417519.3417520","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 5th International Conference on Biomedical Signal and Image Processing","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/A5100385632","display_name":"Yanping Li","orcid":"https://orcid.org/0000-0002-0074-7695"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanping Li","raw_affiliation_strings":["College of Information Engineering, Shanghai Maritime University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051316157","display_name":"Yinmei He","orcid":null},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinmei He","raw_affiliation_strings":["School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100716825","display_name":"Linfeng Du","orcid":"https://orcid.org/0000-0002-3007-4890"},"institutions":[{"id":"https://openalex.org/I6507939","display_name":"China United Network Communications Group (China)","ror":"https://ror.org/028w99c90","country_code":"CN","type":"company","lineage":["https://openalex.org/I6507939"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linfeng Du","raw_affiliation_strings":["China United Network Communications Co., Ltd. Shanghai Branch, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"China United Network Communications Co., Ltd. Shanghai Branch, Shanghai, China","institution_ids":["https://openalex.org/I6507939"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100385632"],"corresponding_institution_ids":["https://openalex.org/I96733725"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25267649,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"51","last_page":"55"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":1.0,"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"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/sparse-approximation","display_name":"Sparse approximation","score":0.7780591249465942},{"id":"https://openalex.org/keywords/random-projection","display_name":"Random projection","score":0.6947128176689148},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6679731011390686},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.6446022987365723},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6122419834136963},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5796672105789185},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5590855479240417},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.535118579864502},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.531543493270874},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.48115408420562744},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.4466712474822998},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43919435143470764},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.4338863492012024},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.43093156814575195},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.42688801884651184},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.418520987033844},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36055105924606323},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2757124900817871}],"concepts":[{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.7780591249465942},{"id":"https://openalex.org/C2777036070","wikidata":"https://www.wikidata.org/wiki/Q18393452","display_name":"Random projection","level":2,"score":0.6947128176689148},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6679731011390686},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.6446022987365723},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6122419834136963},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5796672105789185},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5590855479240417},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.535118579864502},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.531543493270874},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.48115408420562744},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.4466712474822998},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43919435143470764},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.4338863492012024},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.43093156814575195},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.42688801884651184},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.418520987033844},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36055105924606323},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2757124900817871},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3417519.3417520","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3417519.3417520","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 5th International Conference on Biomedical Signal and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1981796157","https://openalex.org/W2030354619","https://openalex.org/W2042285123","https://openalex.org/W2056346283","https://openalex.org/W2091484864","https://openalex.org/W2108283046","https://openalex.org/W2108901096","https://openalex.org/W2109449402","https://openalex.org/W2133967496","https://openalex.org/W2145096794","https://openalex.org/W2152531734","https://openalex.org/W2165409093","https://openalex.org/W2167230435","https://openalex.org/W2168783614","https://openalex.org/W2365640319","https://openalex.org/W2368893271","https://openalex.org/W2383939734","https://openalex.org/W2387608463","https://openalex.org/W2907897161","https://openalex.org/W2977467364"],"related_works":["https://openalex.org/W1481995007","https://openalex.org/W2586688824","https://openalex.org/W126272167","https://openalex.org/W2134834881","https://openalex.org/W2022106977","https://openalex.org/W2727459133","https://openalex.org/W3025361498","https://openalex.org/W2537887767","https://openalex.org/W2030354619","https://openalex.org/W3135825101"],"abstract_inverted_index":{"In":[0,84],"this":[1],"paper,":[2],"a":[3,68],"novel":[4],"multimodal":[5],"medical":[6,27],"image":[7,28,64,81],"fusion":[8,65,82],"algorithm":[9,59,87],"based":[10],"on":[11],"compressive":[12],"sensing":[13],"(CS)":[14],"is":[15,30],"provided,":[16],"which":[17],"combines":[18],"random":[19,33],"projection":[20,34],"and":[21,35,73,91],"joint":[22,36],"sparse":[23,37,46],"representation.":[24,38],"First,":[25],"the":[26,40,50,62,97],"data":[29],"encoded":[31],"with":[32,67],"Second,":[39],"images":[41],"are":[42],"fused":[43],"by":[44,95],"using":[45],"representation":[47],"coefficients":[48],"in":[49],"compression":[51,71,98],"domain.":[52],"The":[53],"experimental":[54],"results":[55],"demonstrate":[56],"that":[57],"our":[58,86],"can":[60],"obtain":[61],"same":[63],"quality":[66,90],"much":[69],"smaller":[70],"ratio":[72],"fewer":[74],"samples":[75],"when":[76],"compared":[77],"to":[78],"existing":[79],"CS-based":[80],"algorithms.":[83],"addition,":[85],"achieves":[88],"flexible":[89],"computational":[92],"complexity":[93],"control":[94],"adjusting":[96],"ratio.":[99]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}