{"id":"https://openalex.org/W2883328803","doi":"https://doi.org/10.1145/3230905.3230958","title":"Dynamic texture-based scene classification using Deep Belief Networks","display_name":"Dynamic texture-based scene classification using Deep Belief Networks","publication_year":2018,"publication_date":"2018-05-02","ids":{"openalex":"https://openalex.org/W2883328803","doi":"https://doi.org/10.1145/3230905.3230958","mag":"2883328803"},"language":"en","primary_location":{"id":"doi:10.1145/3230905.3230958","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230905.3230958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications","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/A5017763102","display_name":"Nabila Zrira","orcid":"https://orcid.org/0000-0002-9876-9744"},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Nabila Zrira","raw_affiliation_strings":["LIMIARF Laboratory, FSR, Mohammed V University in Rabat"],"affiliations":[{"raw_affiliation_string":"LIMIARF Laboratory, FSR, Mohammed V University in Rabat","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082758529","display_name":"Kawthar Mouhcine","orcid":null},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Kawthar Mouhcine","raw_affiliation_strings":["LIMIARF Laboratory, FSR Mohammed V University in Rabat"],"affiliations":[{"raw_affiliation_string":"LIMIARF Laboratory, FSR Mohammed V University in Rabat","institution_ids":["https://openalex.org/I126477371"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065973744","display_name":"Ibtissam Benmiloud","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ibtissam Benmiloud","raw_affiliation_strings":["Superior National Institute of Mines in Rabat"],"affiliations":[{"raw_affiliation_string":"Superior National Institute of Mines in Rabat","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110301503","display_name":"El Houssine Bouyakhf","orcid":null},"institutions":[{"id":"https://openalex.org/I126477371","display_name":"Mohammed V University","ror":"https://ror.org/00r8w8f84","country_code":"MA","type":"education","lineage":["https://openalex.org/I126477371"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"El Houssine Bouyakhf","raw_affiliation_strings":["LIMIARF Laboratory, FSR Mohammed V University in Rabat"],"affiliations":[{"raw_affiliation_string":"LIMIARF Laboratory, FSR Mohammed V University in Rabat","institution_ids":["https://openalex.org/I126477371"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5017763102"],"corresponding_institution_ids":["https://openalex.org/I126477371"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.06874384,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9991000294685364,"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":0.9991000294685364,"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":0.9933000206947327,"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":0.9930999875068665,"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/robustness","display_name":"Robustness (evolution)","score":0.8248797655105591},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7806534767150879},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7697761058807373},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5906925201416016},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.567603588104248},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5622652173042297},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5487958192825317},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5226209759712219},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5031506419181824},{"id":"https://openalex.org/keywords/deep-belief-network","display_name":"Deep belief network","score":0.472192645072937},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3408450484275818},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1715143918991089},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1034020483493805},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.09466323256492615}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8248797655105591},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7806534767150879},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7697761058807373},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5906925201416016},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.567603588104248},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5622652173042297},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5487958192825317},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5226209759712219},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5031506419181824},{"id":"https://openalex.org/C97385483","wikidata":"https://www.wikidata.org/wiki/Q16954980","display_name":"Deep belief network","level":3,"score":0.472192645072937},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3408450484275818},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1715143918991089},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1034020483493805},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.09466323256492615},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3230905.3230958","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3230905.3230958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications","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":27,"referenced_works":["https://openalex.org/W18637838","https://openalex.org/W33189562","https://openalex.org/W1480106457","https://openalex.org/W1482080565","https://openalex.org/W1516748092","https://openalex.org/W1589362500","https://openalex.org/W1603133675","https://openalex.org/W1628899544","https://openalex.org/W1813659000","https://openalex.org/W1909952827","https://openalex.org/W1977738564","https://openalex.org/W2069112299","https://openalex.org/W2084250485","https://openalex.org/W2094618318","https://openalex.org/W2104657103","https://openalex.org/W2136922672","https://openalex.org/W2146966357","https://openalex.org/W2158315309","https://openalex.org/W2165112272","https://openalex.org/W2213572898","https://openalex.org/W2335978598","https://openalex.org/W2355765288","https://openalex.org/W2765610253","https://openalex.org/W2781500288","https://openalex.org/W2912155302","https://openalex.org/W2963234238","https://openalex.org/W2963239066"],"related_works":["https://openalex.org/W2055219403","https://openalex.org/W2791313072","https://openalex.org/W3166997759","https://openalex.org/W2794489335","https://openalex.org/W2080437822","https://openalex.org/W2020681746","https://openalex.org/W2153027217","https://openalex.org/W2855870609","https://openalex.org/W1589677080","https://openalex.org/W2770255720"],"abstract_inverted_index":{"Dynamic":[0],"Textures":[1],"(DTs)":[2],"are":[3,26],"sequences":[4],"of":[5,36,112,126],"images":[6],"that":[7],"exhibit":[8],"stationarity":[9],"properties":[10],"in":[11],"time":[12],"such":[13],"as":[14,80,82],"waves,":[15],"fire,":[16],"and":[17,38,59,121],"water":[18],"fountain.":[19],"In":[20,49],"particular,":[21],"DTs":[22,115],"for":[23,94],"scene":[24,103],"classification":[25,116],"fundamental":[27],"to":[28,57,100],"understanding":[29],"natural":[30,64],"video":[31],"content.":[32],"However,":[33],"the":[34,69,102,124],"extraction":[35],"robust":[37],"powerful":[39],"features":[40,62],"is":[41],"a":[42,54,109],"crucial":[43],"step":[44],"towards":[45],"solving":[46],"these":[47],"tasks.":[48],"this":[50],"paper,":[51],"we":[52,67,90],"suggested":[53],"novel":[55],"approach":[56],"extracting":[58],"learning":[60],"texture":[61],"from":[63],"scenes.":[65],"First,":[66],"model":[68],"textures":[70],"using":[71],"Local":[72,84],"Binary":[73,85],"Patterns":[74,86],"on":[75,108],"Three":[76],"Orthogonal":[77],"Planes":[78],"(LBP-TOP)":[79],"well":[81],"Volume":[83],"(VLBP)":[87],"respectively.":[88],"Thereafter,":[89],"use":[91],"those":[92],"descriptors":[93],"training":[95],"Deep":[96],"Belief":[97],"Networks":[98],"(DBNs)":[99],"perform":[101],"classification.":[104],"Our":[105],"experimental":[106],"results":[107],"wide":[110],"range":[111],"commonly":[113],"used":[114],"benchmark":[117],"datasets,":[118],"including":[119],"Dyntex++":[120],"UCLA":[122],"prove":[123],"robustness":[125],"our":[127],"approach.":[128]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
