{"id":"https://openalex.org/W7129098488","doi":"https://doi.org/10.1108/978-1-80592-815-720261006","title":"Enhancing Real\u2011Time Surveillance Video Analysis With AI\u2011Powered Deep Learning Techniques","display_name":"Enhancing Real\u2011Time Surveillance Video Analysis With AI\u2011Powered Deep Learning Techniques","publication_year":2026,"publication_date":"2026-02-16","ids":{"openalex":"https://openalex.org/W7129098488","doi":"https://doi.org/10.1108/978-1-80592-815-720261006"},"language":"en","primary_location":{"id":"doi:10.1108/978-1-80592-815-720261006","doi":"https://doi.org/10.1108/978-1-80592-815-720261006","is_oa":false,"landing_page_url":"https://doi.org/10.1108/978-1-80592-815-720261006","pdf_url":null,"source":{"id":"https://openalex.org/S4306463236","display_name":"Emerald Group Publishing Limited eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI and Deep Learning Enabled Surveillance System Using Image Processing","raw_type":"book-chapter"},"parent_works":[{"id":"https://openalex.org/W7129037240","display_name":"AI and Deep Learning Enabled Surveillance System Using Image Processing","relationship":"volume"}],"lineage":["https://openalex.org/W7129098488","https://openalex.org/W7129037240"],"child_works_count":0,"type":"book-chapter","is_traditional":true,"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/A5102893253","display_name":"Shivani Singh","orcid":"https://orcid.org/0009-0001-9603-4832","observed_orcids":["https://orcid.org/0009-0001-9603-4832"]},"institutions":[{"id":"https://openalex.org/I4210106473","display_name":"Shri Ramswaroop Memorial University","ror":"https://ror.org/011nk9770","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210106473"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shivani Shingh","raw_affiliation_strings":["Shri Ramswaroop Memorial University ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shri Ramswaroop Memorial University ,","institution_ids":["https://openalex.org/I4210106473"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039243369","display_name":"Jay Kumar Pandey","orcid":"https://orcid.org/0000-0003-4086-5730","observed_orcids":["https://orcid.org/0000-0003-4086-5730"]},"institutions":[{"id":"https://openalex.org/I4210106473","display_name":"Shri Ramswaroop Memorial University","ror":"https://ror.org/011nk9770","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210106473"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jay Kumar Pandey","raw_affiliation_strings":["Shri Ramswaroop Memorial University ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shri Ramswaroop Memorial University ,","institution_ids":["https://openalex.org/I4210106473"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210106473"],"apc_list":null,"apc_paid":null,"fwci":48.9465,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.99672131,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"137","last_page":"154"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9794999957084656,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9794999957084656,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.018799999728798866,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.0006000000284984708,"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/real-time-video-surveillance","display_name":"real-time video surveillance","score":0.8619999885559082},{"id":"https://openalex.org/keywords/video-analysis","display_name":"video analysis","score":0.6269999742507935},{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.7670000195503235},{"id":"https://openalex.org/keywords/behavior-analysis","display_name":"behavior analysis","score":0.8920000195503235},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.968999981880188},{"id":"https://openalex.org/keywords/recurrent-neural-networks","display_name":"recurrent neural networks","score":1.0},{"id":"https://openalex.org/keywords/data-privacy","display_name":"data privacy","score":0.9559999704360962},{"id":"https://openalex.org/keywords/edge-computing","display_name":"edge computing","score":0.7599999904632568},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"sensor fusion","score":0.9990000128746033},{"id":"https://openalex.org/keywords/video-quality","display_name":"video quality","score":0.8820000290870667}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.8424000144004822},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7537000179290771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7354000210762024},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6348000168800354},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5133000016212463},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4724999964237213},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.40470001101493835},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3995000123977661},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3506999909877777},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.34549999237060547},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.32499998807907104},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.31690001487731934},{"id":"https://openalex.org/C3018537244","wikidata":"https://www.wikidata.org/wiki/Q242256","display_name":"Video monitoring","level":2,"score":0.31150001287460327},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.30550000071525574},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2897000014781952},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.2822999954223633},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2662000060081482},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.26589998602867126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/978-1-80592-815-720261006","doi":"https://doi.org/10.1108/978-1-80592-815-720261006","is_oa":false,"landing_page_url":"https://doi.org/10.1108/978-1-80592-815-720261006","pdf_url":null,"source":{"id":"https://openalex.org/S4306463236","display_name":"Emerald Group Publishing Limited eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI and Deep Learning Enabled Surveillance System Using Image Processing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1991251598","https://openalex.org/W2076063813","https://openalex.org/W2112796928","https://openalex.org/W2122646361","https://openalex.org/W2170932168","https://openalex.org/W2341058432","https://openalex.org/W2345245314","https://openalex.org/W2753526808","https://openalex.org/W2766042539","https://openalex.org/W2767149778","https://openalex.org/W2992009433","https://openalex.org/W3018661145","https://openalex.org/W4298140787","https://openalex.org/W4364856212","https://openalex.org/W4379207314","https://openalex.org/W4382937519","https://openalex.org/W4389675506","https://openalex.org/W4391857032","https://openalex.org/W4392179406","https://openalex.org/W4396889997","https://openalex.org/W4401449341","https://openalex.org/W4403135177"],"related_works":["https://openalex.org/W7216791082","https://openalex.org/W4410122020","https://openalex.org/W7125159797","https://openalex.org/W4389341988","https://openalex.org/W6893371446","https://openalex.org/W7129047819","https://openalex.org/W4391895766","https://openalex.org/W4416412798","https://openalex.org/W7125912738","https://openalex.org/W4408152839"],"abstract_inverted_index":{"Abstract":[0],"The":[1,78],"evolution":[2],"of":[3,42],"surveillance":[4,32],"technology":[5],"has":[6],"transformed":[7],"security":[8,92],"and":[9,16,54,72,90],"monitoring":[10],"systems,":[11],"leveraging":[12],"artificial":[13],"intelligence":[14],"(AI)":[15],"deep":[17,43],"learning":[18,44],"to":[19,34],"enhance":[20],"Real\u2011Time":[21],"video":[22,76],"analysis.":[23,61],"This":[24],"chapter":[25,79],"explores":[26],"the":[27,40],"transition":[28],"from":[29],"traditional":[30],"analog":[31],"systems":[33],"sophisticated":[35],"AI\u2011driven":[36,91],"frameworks.":[37],"We":[38],"examine":[39],"role":[41],"models,":[45],"including":[46],"convolutional":[47],"neural":[48,56],"networks":[49,57],"(CNNs)":[50],"for":[51,59],"object":[52],"detection":[53],"recurrent":[55],"(RNNs)":[58],"behavior":[60],"Additionally,":[62],"we":[63],"discuss":[64],"challenges":[65],"such":[66],"as":[67],"data":[68],"privacy,":[69],"computational":[70],"requirements,":[71],"environmental":[73],"factors":[74],"affecting":[75],"quality.":[77],"concludes":[80],"by":[81],"highlighting":[82],"future":[83],"advancements":[84],"in":[85],"edge":[86],"computing,":[87],"sensor":[88],"fusion,":[89],"systems.":[93]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2026-02-17T00:00:00"}