{"id":"https://openalex.org/W3175708998","doi":"https://doi.org/10.1109/icccsp52374.2021.9465496","title":"An Improved Content Based Image Retrieval System using Unsupervised Deep Neural Network and Locality Sensitive Hashing","display_name":"An Improved Content Based Image Retrieval System using Unsupervised Deep Neural Network and Locality Sensitive Hashing","publication_year":2021,"publication_date":"2021-05-24","ids":{"openalex":"https://openalex.org/W3175708998","doi":"https://doi.org/10.1109/icccsp52374.2021.9465496","mag":"3175708998"},"language":"en","primary_location":{"id":"doi:10.1109/icccsp52374.2021.9465496","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccsp52374.2021.9465496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 5th International Conference on Computer, Communication and Signal Processing (ICCCSP)","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/A5018003460","display_name":"Prabavathy Balasundaram","orcid":null},"institutions":[{"id":"https://openalex.org/I916357946","display_name":"Sri Sivasubramaniya Nadar College of Engineering","ror":"https://ror.org/054psm803","country_code":null,"type":"education","lineage":["https://openalex.org/I916357946"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Prabavathy Balasundaram","raw_affiliation_strings":["SSN College of Engineering, Chennai, INDIA"],"affiliations":[{"raw_affiliation_string":"SSN College of Engineering, Chennai, INDIA","institution_ids":["https://openalex.org/I916357946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006278390","display_name":"Sriram Muralidharan","orcid":null},"institutions":[{"id":"https://openalex.org/I916357946","display_name":"Sri Sivasubramaniya Nadar College of Engineering","ror":"https://ror.org/054psm803","country_code":null,"type":"education","lineage":["https://openalex.org/I916357946"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sriram Muralidharan","raw_affiliation_strings":["SSN College of Engineering, Chennai, INDIA"],"affiliations":[{"raw_affiliation_string":"SSN College of Engineering, Chennai, INDIA","institution_ids":["https://openalex.org/I916357946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007498665","display_name":"Sruthi Bijoy","orcid":null},"institutions":[{"id":"https://openalex.org/I916357946","display_name":"Sri Sivasubramaniya Nadar College of Engineering","ror":"https://ror.org/054psm803","country_code":null,"type":"education","lineage":["https://openalex.org/I916357946"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sruthi Bijoy","raw_affiliation_strings":["SSN College of Engineering, Chennai, INDIA"],"affiliations":[{"raw_affiliation_string":"SSN College of Engineering, Chennai, INDIA","institution_ids":["https://openalex.org/I916357946"]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018003460"],"corresponding_institution_ids":["https://openalex.org/I916357946"],"apc_list":null,"apc_paid":null,"fwci":0.2882,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.54707516,"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9995999932289124,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9995999932289124,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9980999827384949,"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":0.9836000204086304,"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/computer-science","display_name":"Computer science","score":0.827380895614624},{"id":"https://openalex.org/keywords/locality-sensitive-hashing","display_name":"Locality-sensitive hashing","score":0.8129075169563293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6998199224472046},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6720673441886902},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6552554368972778},{"id":"https://openalex.org/keywords/content-based-image-retrieval","display_name":"Content-based image retrieval","score":0.6189298033714294},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5762327313423157},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.5605820417404175},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5354068279266357},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47318363189697266},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4521109163761139},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.4504299759864807},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.301505446434021},{"id":"https://openalex.org/keywords/hash-table","display_name":"Hash table","score":0.24986079335212708}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.827380895614624},{"id":"https://openalex.org/C74270461","wikidata":"https://www.wikidata.org/wiki/Q1625299","display_name":"Locality-sensitive hashing","level":4,"score":0.8129075169563293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6998199224472046},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6720673441886902},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6552554368972778},{"id":"https://openalex.org/C2780052074","wikidata":"https://www.wikidata.org/wiki/Q1128648","display_name":"Content-based image retrieval","level":4,"score":0.6189298033714294},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5762327313423157},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.5605820417404175},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5354068279266357},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47318363189697266},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4521109163761139},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.4504299759864807},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.301505446434021},{"id":"https://openalex.org/C67388219","wikidata":"https://www.wikidata.org/wiki/Q207440","display_name":"Hash table","level":3,"score":0.24986079335212708},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccsp52374.2021.9465496","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccsp52374.2021.9465496","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 5th International Conference on Computer, Communication and Signal Processing (ICCCSP)","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":12,"referenced_works":["https://openalex.org/W1996801653","https://openalex.org/W2064602902","https://openalex.org/W2109034006","https://openalex.org/W2115467209","https://openalex.org/W2123229215","https://openalex.org/W2322011271","https://openalex.org/W2563909446","https://openalex.org/W2786671750","https://openalex.org/W2970982005","https://openalex.org/W2971745841","https://openalex.org/W4253871365","https://openalex.org/W6731105633"],"related_works":["https://openalex.org/W2144265691","https://openalex.org/W2900811989","https://openalex.org/W2905186525","https://openalex.org/W2044706866","https://openalex.org/W2746816529","https://openalex.org/W2033383639","https://openalex.org/W2341223103","https://openalex.org/W2024252608","https://openalex.org/W3108918257","https://openalex.org/W1499339903"],"abstract_inverted_index":{"Nowadays,":[0],"many":[1],"types":[2],"of":[3,11,43,51,60,89,99,160],"digital":[4],"devices":[5],"generate":[6],"data":[7,23],"in":[8,47,95],"the":[9,30,41,73,82,97,131,151,157],"form":[10],"text,":[12],"image":[13],"and":[14,28,58,75,93,104,144],"video.":[15],"Hence,":[16],"it":[17,134],"is":[18,40],"essential":[19],"to":[20,71,80,129,140,155],"have":[21,65],"a":[22,48,110],"archival":[24],"system":[25,120],"that":[26,121],"maintains":[27],"accesses":[29],"data.":[31],"In":[32],"this":[33,114],"context,":[34],"Content":[35],"Based":[36],"Image":[37],"Retrieval":[38],"(CBIR)":[39],"problem":[42],"searching":[44,78,106],"for":[45],"images":[46,90],"large":[49,94],"database":[50],"images.":[52,62,84,162],"The":[53],"CBIR":[54,119],"involves":[55],"feature":[56],"extraction":[57],"identification":[59],"similar":[61,83,161],"Existing":[63],"works":[64],"utilized":[66],"supervised":[67,100],"deep":[68,101,126],"neural":[69,102],"networks":[70,103],"learn":[72],"features":[74],"used":[76],"exhaustive":[77,105],"technique":[79,107],"identify":[81],"However,":[85],"since":[86],"real":[87],"datasets":[88],"are":[91],"unlabelled":[92],"size,":[96],"usage":[98],"will":[108],"be":[109],"time-consuming":[111],"process.":[112],"Thus,":[113],"paper":[115],"proposes":[116],"an":[117,124],"Improved":[118],"first":[122],"utilizes":[123,135],"unsupervised":[125],"learning":[127],"approach":[128],"extract":[130],"features.":[132],"Further,":[133],"Locality":[136],"Sensitive":[137],"Hashing":[138],"(LSH)":[139],"reduce":[141],"search":[142,153],"space":[143,154],"K":[145],"Nearest":[146],"Neighbor":[147],"(KNN)":[148],"algorithm":[149],"on":[150],"reduced":[152],"find":[156],"required":[158],"number":[159]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
