{"id":"https://openalex.org/W7127037905","doi":"https://doi.org/10.1007/978-3-032-10664-3_32","title":"AI-Driven Defense Surveillance: Real Time Enemy Identification Using ESP32 and Deep Learning","display_name":"AI-Driven Defense Surveillance: Real Time Enemy Identification Using ESP32 and Deep Learning","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7127037905","doi":"https://doi.org/10.1007/978-3-032-10664-3_32"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-10664-3_32","doi":"https://doi.org/10.1007/978-3-032-10664-3_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-10664-3_32","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"parent_works":[{"id":"https://openalex.org/W7127039014","display_name":"Intelligent Vision and Computing","relationship":"volume"}],"lineage":["https://openalex.org/W7127037905","https://openalex.org/W7127039014"],"child_works_count":0,"type":"conference-paper","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/A5013501270","display_name":"B. Kalaimathi","orcid":"https://orcid.org/0000-0001-6324-2814","observed_orcids":["https://orcid.org/0000-0001-6324-2814"]},"institutions":[{"id":"https://openalex.org/I88187127","display_name":"Sri Ramakrishna Engineering College","ror":"https://ror.org/056nttx82","country_code":"IN","type":"education","lineage":["https://openalex.org/I88187127"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"B. Kalaimathi","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Sri Ramakrishna Engineering College, Coimbatore, India"],"raw_orcid":"https://orcid.org/0000-0001-6324-2814","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Sri Ramakrishna Engineering College, Coimbatore, India","institution_ids":["https://openalex.org/I88187127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047128878","display_name":"S. Alamelu Alias Rajasree","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I88187127","display_name":"Sri Ramakrishna Engineering College","ror":"https://ror.org/056nttx82","country_code":"IN","type":"education","lineage":["https://openalex.org/I88187127"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Alamelu alias Rajasree","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Sri Ramakrishna Engineering College, Coimbatore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Sri Ramakrishna Engineering College, Coimbatore, India","institution_ids":["https://openalex.org/I88187127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008681123","display_name":"S. Gobhinath","orcid":"https://orcid.org/0009-0005-4577-4936","observed_orcids":["https://orcid.org/0009-0005-4577-4936"]},"institutions":[{"id":"https://openalex.org/I4387155059","display_name":"Dr. N.G.P. Institute of Technology","ror":"https://ror.org/02dfe8754","country_code":"IN","type":"education","lineage":["https://openalex.org/I4387155059"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Gobhinath","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Dr .N.G.P Institute of Technology, Coimbatore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Dr .N.G.P Institute of Technology, Coimbatore, India","institution_ids":["https://openalex.org/I4387155059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124736244","display_name":"U. P. Athish","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I88187127","display_name":"Sri Ramakrishna Engineering College","ror":"https://ror.org/056nttx82","country_code":"IN","type":"education","lineage":["https://openalex.org/I88187127"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"U. P. Athish","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Sri Ramakrishna Engineering College, Coimbatore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Sri Ramakrishna Engineering College, Coimbatore, India","institution_ids":["https://openalex.org/I88187127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109571707","display_name":"S. Bharath","orcid":"https://orcid.org/0009-0006-3507-6795","observed_orcids":["https://orcid.org/0009-0006-3507-6795"]},"institutions":[{"id":"https://openalex.org/I88187127","display_name":"Sri Ramakrishna Engineering College","ror":"https://ror.org/056nttx82","country_code":"IN","type":"education","lineage":["https://openalex.org/I88187127"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Bharath","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Sri Ramakrishna Engineering College, Coimbatore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Sri Ramakrishna Engineering College, Coimbatore, India","institution_ids":["https://openalex.org/I88187127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124729175","display_name":"S. R. Barath","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I88187127","display_name":"Sri Ramakrishna Engineering College","ror":"https://ror.org/056nttx82","country_code":"IN","type":"education","lineage":["https://openalex.org/I88187127"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. R. Barath","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Sri Ramakrishna Engineering College, Coimbatore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Sri Ramakrishna Engineering College, Coimbatore, India","institution_ids":["https://openalex.org/I88187127"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013501270"],"corresponding_institution_ids":["https://openalex.org/I88187127"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"390","last_page":"399"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9761000275611877,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9761000275611877,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.020600000396370888,"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/T10616","display_name":"Smart Agriculture and AI","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/real-time-object-detection","display_name":"real-time object detection","score":0.9259999990463257},{"id":"https://openalex.org/keywords/yolov8","display_name":"YOLOv8","score":0.8539999723434448},{"id":"https://openalex.org/keywords/esp32","display_name":"ESP32 microcontroller","score":0.9150000214576721},{"id":"https://openalex.org/keywords/weapon-detection","display_name":"weapon detection","score":0.7450000047683716},{"id":"https://openalex.org/keywords/human-detection","display_name":"human detection","score":0.9869999885559082},{"id":"https://openalex.org/keywords/low-light-detection","display_name":"low-light detection","score":0.7239999771118164},{"id":"https://openalex.org/keywords/camouflaged-object-detection","display_name":"camouflaged object detection","score":0.8799999952316284},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"sensor fusion","score":0.593999981880188},{"id":"https://openalex.org/keywords/situational-awareness","display_name":"situational awareness","score":0.7990000247955322},{"id":"https://openalex.org/keywords/embedded-deep-learning","display_name":"embedded deep learning","score":0.5490000247955322}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.8162999749183655},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7763000130653381},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6721000075340271},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.5995000004768372},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.5349000096321106},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5210000276565552},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.45590001344680786},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.3937999904155731},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.37209999561309814},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.3564999997615814},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35600000619888306},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.29409998655319214},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.28859999775886536},{"id":"https://openalex.org/C59411770","wikidata":"https://www.wikidata.org/wiki/Q8242560","display_name":"Biological warfare","level":2,"score":0.28760001063346863},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2842000126838684},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.272599995136261}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-10664-3_32","doi":"https://doi.org/10.1007/978-3-032-10664-3_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-10664-3_32","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1986420063","https://openalex.org/W2945186677","https://openalex.org/W3010392266","https://openalex.org/W3095302164","https://openalex.org/W3141810131","https://openalex.org/W3160693357","https://openalex.org/W4285242215"],"related_works":["https://openalex.org/W7217549065","https://openalex.org/W7217152904","https://openalex.org/W7168051166","https://openalex.org/W7167459008","https://openalex.org/W7127930082","https://openalex.org/W4414416712","https://openalex.org/W7124456172","https://openalex.org/W4414406278","https://openalex.org/W7153133007","https://openalex.org/W7167075036"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2026-02-03T00:00:00"}
