{"id":"https://openalex.org/W4409803034","doi":"https://doi.org/10.1049/ipr2.70083","title":"SMG\u2010MATSM: Scene Memory Generation Based on Motion\u2010Aware Temporal Style Modulation","display_name":"SMG\u2010MATSM: Scene Memory Generation Based on Motion\u2010Aware Temporal Style Modulation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409803034","doi":"https://doi.org/10.1049/ipr2.70083"},"language":"en","primary_location":{"id":"doi:10.1049/ipr2.70083","is_oa":true,"landing_page_url":"https://doi.org/10.1049/ipr2.70083","pdf_url":null,"source":{"id":"https://openalex.org/S83215360","display_name":"IET Image Processing","issn_l":"1751-9659","issn":["1751-9659","1751-9667"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"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":"IET Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1049/ipr2.70083","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041154596","display_name":"Liang Wang","orcid":"https://orcid.org/0000-0003-2839-0832"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liang Wang","raw_affiliation_strings":["Key Laboratory on High Trusted Information System in Hebei Province Hebei University Baoding Hebei China","School of Cyber Security and Computer Hebei University Baoding China"],"raw_orcid":"https://orcid.org/0000-0003-2839-0832","affiliations":[{"raw_affiliation_string":"Key Laboratory on High Trusted Information System in Hebei Province Hebei University Baoding Hebei China","institution_ids":["https://openalex.org/I43337087"]},{"raw_affiliation_string":"School of Cyber Security and Computer Hebei University Baoding China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100434511","display_name":"Zhao Wang","orcid":"https://orcid.org/0000-0001-5979-4026"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Wang","raw_affiliation_strings":["School of Cyber Security and Computer Hebei University Baoding China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Security and Computer Hebei University Baoding China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041990548","display_name":"Shaokang Zhang","orcid":"https://orcid.org/0000-0001-7482-940X"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaokang Zhang","raw_affiliation_strings":["Key Laboratory on High Trusted Information System in Hebei Province Hebei University Baoding Hebei China","School of Cyber Security and Computer Hebei University Baoding China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory on High Trusted Information System in Hebei Province Hebei University Baoding Hebei China","institution_ids":["https://openalex.org/I43337087"]},{"raw_affiliation_string":"School of Cyber Security and Computer Hebei University Baoding China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100377219","display_name":"Meng Wang","orcid":"https://orcid.org/0000-0003-0928-9691"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Wang","raw_affiliation_strings":["Key Laboratory on High Trusted Information System in Hebei Province Hebei University Baoding Hebei China","School of Cyber Security and Computer Hebei University Baoding China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory on High Trusted Information System in Hebei Province Hebei University Baoding Hebei China","institution_ids":["https://openalex.org/I43337087"]},{"raw_affiliation_string":"School of Cyber Security and Computer Hebei University Baoding China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115602439","display_name":"Haibo Liu","orcid":"https://orcid.org/0000-0002-4213-2883"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibo Liu","raw_affiliation_strings":["Key Laboratory on High Trusted Information System in Hebei Province Hebei University Baoding Hebei China","School of Cyber Security and Computer Hebei University Baoding China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory on High Trusted Information System in Hebei Province Hebei University Baoding Hebei China","institution_ids":["https://openalex.org/I43337087"]},{"raw_affiliation_string":"School of Cyber Security and Computer Hebei University Baoding China","institution_ids":["https://openalex.org/I43337087"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5041154596"],"corresponding_institution_ids":["https://openalex.org/I43337087"],"apc_list":{"value":2530,"currency":"USD","value_usd":2530},"apc_paid":{"value":2530,"currency":"USD","value_usd":2530},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06313969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9959999918937683,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9959999918937683,"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/T12290","display_name":"Human Motion and Animation","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T11309","display_name":"Music and Audio Processing","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.6956291198730469},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.695609450340271},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.6766248941421509},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.6258571147918701},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5022962093353271},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46210038661956787},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3277508616447449},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.09713616967201233},{"id":"https://openalex.org/keywords/aesthetics","display_name":"Aesthetics","score":0.06165403127670288},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.05648857355117798}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6956291198730469},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.695609450340271},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.6766248941421509},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.6258571147918701},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5022962093353271},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46210038661956787},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3277508616447449},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.09713616967201233},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.06165403127670288},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.05648857355117798}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1049/ipr2.70083","is_oa":true,"landing_page_url":"https://doi.org/10.1049/ipr2.70083","pdf_url":null,"source":{"id":"https://openalex.org/S83215360","display_name":"IET Image Processing","issn_l":"1751-9659","issn":["1751-9659","1751-9667"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"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":"IET Image Processing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1049/ipr2.70083","is_oa":true,"landing_page_url":"https://doi.org/10.1049/ipr2.70083","pdf_url":null,"source":{"id":"https://openalex.org/S83215360","display_name":"IET Image Processing","issn_l":"1751-9659","issn":["1751-9659","1751-9667"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"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":"IET Image Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2559655401","https://openalex.org/W2612690371","https://openalex.org/W2766527293","https://openalex.org/W2902437806","https://openalex.org/W2962770929","https://openalex.org/W2963092440","https://openalex.org/W2964245526","https://openalex.org/W2964318715","https://openalex.org/W2990138404","https://openalex.org/W3018592204","https://openalex.org/W3034720584","https://openalex.org/W3035574324","https://openalex.org/W3035872583","https://openalex.org/W3036167779","https://openalex.org/W3093447660","https://openalex.org/W3099088591","https://openalex.org/W3118816476","https://openalex.org/W3177821829","https://openalex.org/W3202296139","https://openalex.org/W3216414477","https://openalex.org/W4221149884","https://openalex.org/W4312423208","https://openalex.org/W4312933868","https://openalex.org/W4320900831","https://openalex.org/W4385764500","https://openalex.org/W4386065764","https://openalex.org/W4386067453","https://openalex.org/W4388428086","https://openalex.org/W4390872799","https://openalex.org/W4390872869","https://openalex.org/W4399267573"],"related_works":["https://openalex.org/W2356229341","https://openalex.org/W2349768204","https://openalex.org/W4313326281","https://openalex.org/W574867512","https://openalex.org/W2387271333","https://openalex.org/W581389233","https://openalex.org/W2361120309","https://openalex.org/W632157940","https://openalex.org/W2387981414","https://openalex.org/W2361546210"],"abstract_inverted_index":{"ABSTRACT":[0],"Scene":[1],"memory":[2,28,52,106,140,154],"generation":[3,63],"(SMG)":[4],"refers":[5],"to":[6,10,15,24,33,89],"training":[7],"AI":[8],"agents":[9],"recall":[11],"scene":[12,62,105,139,153],"memories":[13],"similarly":[14],"the":[16,21,26,49,80,91,104,109,113,134,138],"human":[17],"brain.":[18],"This":[19],"is":[20,32],"key":[22],"work":[23],"realize":[25],"artificial":[27],"system.":[29],"The":[30,97],"challenge":[31],"generate":[34],"scenes":[35],"rich":[36],"in":[37,54,103],"motion":[38,87,92,98,101,135],"and":[39,84,112,129,156,170],"keep":[40],"it":[41],"realistic":[42],"while":[43],"ensuring":[44],"temporal":[45,70,76,81],"consistency.":[46],"Inspired":[47],"by":[48,78],"principles":[50],"of":[51,93,116,120,151,160],"function":[53],"brain":[55],"neuroscience,":[56],"this":[57],"paper":[58],"proposes":[59],"a":[60,86,126],"motion\u2010aware":[61,69],"model":[64],"named":[65],"SMG":[66],"based":[67],"on":[68,163],"style":[71],"modulation":[72],"(SMG\u2010MATSM),":[73],"which":[74],"ensures":[75],"consistency":[77,102],"redesigning":[79],"latent":[82,95,118],"representation":[83],"constructing":[85],"matrix":[88,99,136],"guide":[90],"intermediate":[94,117],"variables.":[96],"preserves":[100],"through":[107,133],"both":[108],"cosine":[110],"similarity":[111],"Mahalanobis":[114],"distance":[115,169,173],"variables":[119],"adjacent":[121],"frames.":[122],"Additionally,":[123],"SMG\u2010MATSM":[124,147],"uses":[125],"style\u2010based":[127],"approach":[128],"enhances":[130],"conditional":[131],"features":[132],"during":[137],"synthesis":[141],"process.":[142],"Experimental":[143],"results":[144],"show":[145],"that":[146],"has":[148,157],"better":[149],"effect":[150],"action\u2010enriched":[152],"generation,":[155],"varying":[158],"degrees":[159],"efficiency":[161],"improvement":[162],"different":[164],"datasets":[165],"with":[166],"Frechet":[167,171],"video":[168],"inception":[172],"evaluation":[174],"metrics.":[175]},"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}