{"id":"https://openalex.org/W2771413605","doi":"https://doi.org/10.1109/icacci.2017.8125998","title":"A reduced-complexity, reduced-power camera system for intrusion classification in an outdoor setting","display_name":"A reduced-complexity, reduced-power camera system for intrusion classification in an outdoor setting","publication_year":2017,"publication_date":"2017-09-01","ids":{"openalex":"https://openalex.org/W2771413605","doi":"https://doi.org/10.1109/icacci.2017.8125998","mag":"2771413605"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2017.8125998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2017.8125998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5022878686","display_name":"Tarun Choubisa","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tarun Choubisa","raw_affiliation_strings":["Dept. of Electrical Communication Engg., Indian Institute of Science, Bengaluru","Dept. of Electrical Communication Engg, Indian Institute of Science, Bengaluru"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Communication Engg., Indian Institute of Science, Bengaluru","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Dept. of Electrical Communication Engg, Indian Institute of Science, Bengaluru","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021182612","display_name":"Sampad B. Mohanty","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sampad B. Mohanty","raw_affiliation_strings":["Dept. of Electrical Communication Engg., Indian Institute of Science, Bengaluru","Dept. of Electrical Communication Engg, Indian Institute of Science, Bengaluru"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Communication Engg., Indian Institute of Science, Bengaluru","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Dept. of Electrical Communication Engg, Indian Institute of Science, Bengaluru","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103786847","display_name":"Kodur Krishna Chaitanya","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kodur Krishna Chaitanya","raw_affiliation_strings":["Dept. of Electrical Communication Engg., Indian Institute of Science, Bengaluru","Dept. of Electrical Communication Engg, Indian Institute of Science, Bengaluru"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Communication Engg., Indian Institute of Science, Bengaluru","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Dept. of Electrical Communication Engg, Indian Institute of Science, Bengaluru","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088197389","display_name":"Mohan Kashyap","orcid":"https://orcid.org/0000-0001-5004-9126"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohan Kashyap","raw_affiliation_strings":["Dept. of Electrical Communication Engg., Indian Institute of Science, Bengaluru","Dept. of Electrical Communication Engg, Indian Institute of Science, Bengaluru"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Communication Engg., Indian Institute of Science, Bengaluru","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Dept. of Electrical Communication Engg, Indian Institute of Science, Bengaluru","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101803089","display_name":"Araavind Sridhar","orcid":"https://orcid.org/0000-0001-5276-3403"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A Sridhar","raw_affiliation_strings":["Dept. of Electrical Communication Engg., Indian Institute of Science, Bengaluru","Dept. of Electrical Communication Engg, Indian Institute of Science, Bengaluru"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Communication Engg., Indian Institute of Science, Bengaluru","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Dept. of Electrical Communication Engg, Indian Institute of Science, Bengaluru","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110536106","display_name":"Praneet Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. Akshay Singh","raw_affiliation_strings":["Dept. of Electrical Communication Engg., Indian Institute of Science, Bengaluru","Dept. of Electrical Communication Engg, Indian Institute of Science, Bengaluru"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Communication Engg., Indian Institute of Science, Bengaluru","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Dept. of Electrical Communication Engg, Indian Institute of Science, Bengaluru","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100677135","display_name":"Vijay Kumar","orcid":"https://orcid.org/0000-0003-4970-5899"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vijay Kumar","raw_affiliation_strings":["Dept. of Electrical Communication Engg., Indian Institute of Science, Bengaluru","Indian Institute of Science, Bangalore, Karnataka, IN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Communication Engg., Indian Institute of Science, Bengaluru","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Indian Institute of Science, Bangalore, Karnataka, IN","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I59270414"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.18820575,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"1155","last_page":"1162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.967199981212616,"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":0.7087162137031555},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.47429707646369934},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4714820384979248},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.4654097855091095},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4492170810699463},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.42143091559410095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4201032519340515},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3400009572505951},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3207976222038269},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10866287350654602}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7087162137031555},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.47429707646369934},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4714820384979248},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.4654097855091095},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4492170810699463},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.42143091559410095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4201032519340515},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3400009572505951},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3207976222038269},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10866287350654602},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icacci.2017.8125998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2017.8125998","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.iisc.ac.in:59793","is_oa":false,"landing_page_url":"http://eprints.iisc.ac.in/59793/1/Ica_Cci_1155_2017.pdf","pdf_url":"http://eprints.iisc.ac.in/59793/1/Ica_Cci_1155_2017.pdf","source":{"id":"https://openalex.org/S4377196309","display_name":"NOT FOUND REPOSITORY (Indian Institute of Science Bangalore)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8899999856948853,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W112239412","https://openalex.org/W1494037902","https://openalex.org/W1602343547","https://openalex.org/W2094302634","https://openalex.org/W2139437630","https://openalex.org/W2156620659","https://openalex.org/W2171200217","https://openalex.org/W2321730130","https://openalex.org/W2339363313","https://openalex.org/W2587842127","https://openalex.org/W2599947877","https://openalex.org/W2768206456","https://openalex.org/W6629450606","https://openalex.org/W7042399752"],"related_works":["https://openalex.org/W2357468538","https://openalex.org/W1577110157","https://openalex.org/W2355007334","https://openalex.org/W2390009783","https://openalex.org/W4254602698","https://openalex.org/W2394461323","https://openalex.org/W2349441905","https://openalex.org/W2361044160","https://openalex.org/W1483130311","https://openalex.org/W2535756681"],"abstract_inverted_index":{"An":[0,79,289],"optical":[1,105,148],"camera":[2,106,149],"was":[3,39,55,74,117,211,292],"recently":[4],"employed":[5],"by":[6,205,213],"a":[7,13,20,42,83,144,156,182,188,197,216,220,269],"subset":[8],"of":[9,19,49,81,94,114,146,242,264,273,287],"the":[10,47,50,58,61,72,87,95,104,130,139,147,171,243,265],"authors":[11],"as":[12,170,237,239],"sensing":[14],"modality":[15],"complementary":[16,56],"to":[17,40,57,76,92,142,234,262],"that":[18,45,63,93,151,180,229,263],"Pyroelectric":[21],"InfraRed":[22],"(PIR)":[23],"sensor,":[24],"for":[25,100,246],"carrying":[26],"out":[27,67,295],"intrusion":[28,101,300,303],"detection":[29,68,102],"and":[30,53,116,136,201,225,248,305],"classification":[31,43,278],"in":[32,60,69,112,184,191,208,259,285,296],"an":[33,110,120,256],"outdoor":[34,290],"environment.":[35],"The":[36,98,160,250],"aim":[37],"there":[38],"develop":[41,143],"algorithm":[44,99,267],"mimicked":[46],"performance":[48,236,260],"PIR":[51,59,73],"sensor":[52],"which":[54,297],"sense":[62],"it":[64],"could":[65,152],"carry":[66],"environments":[70],"where":[71],"unable":[75],"function":[77],"effectively.":[78],"example":[80],"such":[82,169],"setting":[84],"is":[85,90,132],"when":[86],"ambient":[88],"temperature":[89],"close":[91],"human":[96],"body.":[97],"using":[103],"presented":[107],"there,":[108],"achieved":[109,212],"accuracy":[111],"excess":[113,286],"95%":[115],"implemented":[118,254],"on":[119,255,281],"Odroid":[121],"C2":[122],"(OC2)":[123],"single-board":[124],"computer":[125],"(SBC).":[126],"However,":[127],"at":[128,155,268],"3.6W,":[129],"OC2":[131],"relatively":[133],"power":[134,158,185,203,271],"hungry":[135],"this":[137],"prompted":[138],"current":[140],"effort":[141],"version":[145],"system":[150],"be":[153],"operated":[154],"reduced":[157,217,270],"level.":[159],"power-reduction":[161],"techniques":[162],"considered":[163],"here":[164],"include":[165],"examining":[166],"alternative":[167],"SBCs":[168],"Orange":[172],"Pi":[173],"Zero":[174],"(OPiZ),":[175],"developing":[176],"reduced-complexity":[177,252],"intrusion-detection":[178],"algorithms":[179],"permit":[181],"reduction":[183,190],"consumed":[186],"through":[187],"commensurate":[189],"CPU":[192,199],"clock":[193],"speed,":[194],"operating":[195],"with":[196,215],"single":[198],"core":[200],"reducing":[202],"consumption":[204,272],"peripherals.":[206],"Reduction":[207],"computational":[209],"complexity":[210],"working":[214],"image":[218],"resolution,":[219],"smaller":[221],"Lucas-Kanade":[222],"window,":[223],"identifying":[224],"deleting":[226],"power-consuming":[227],"steps":[228],"did":[230],"not":[231],"contribute":[232],"appreciably":[233],"classifier":[235],"well":[238],"removing":[240],"portions":[241],"code":[244],"used":[245],"understanding":[247],"debugging.":[249],"resultant":[251],"algorithm,":[253],"OPiZ,":[257],"turned":[258],"comparable":[261],"high-complexity":[266],"1.3W.":[274],"In":[275],"most":[276],"instances,":[277],"accuracies":[279],"obtained":[280],"recorded":[282],"data":[283],"were":[284,309],"95%.":[288],"deployment":[291],"also":[293],"carried":[294],"1.23%":[298],"missed":[299],"detections,":[301],"2.22%":[302],"misclassifications,":[304],"1.72%":[306],"false":[307],"alarms":[308],"observed.":[310]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}