{"id":"https://openalex.org/W4288095941","doi":"https://doi.org/10.22214/ijraset.2022.45988","title":"Image Description Generator using Deep Learning","display_name":"Image Description Generator using Deep Learning","publication_year":2022,"publication_date":"2022-07-28","ids":{"openalex":"https://openalex.org/W4288095941","doi":"https://doi.org/10.22214/ijraset.2022.45988"},"language":"en","primary_location":{"id":"doi:10.22214/ijraset.2022.45988","doi":"https://doi.org/10.22214/ijraset.2022.45988","is_oa":true,"landing_page_url":"https://doi.org/10.22214/ijraset.2022.45988","pdf_url":"https://doi.org/10.22214/ijraset.2022.45988","source":{"id":"https://openalex.org/S2764566388","display_name":"International Journal for Research in Applied Science and Engineering Technology","issn_l":"2321-9653","issn":["2321-9653"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4322614460","host_organization_name":"International Journal for Research in Applied Science and Engineering Technology (IJRASET)","host_organization_lineage":["https://openalex.org/P4322614460"],"host_organization_lineage_names":["International Journal for Research in Applied Science and Engineering Technology (IJRASET)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal for Research in Applied Science and Engineering Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.22214/ijraset.2022.45988","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062872233","display_name":"Deepak R Ksheerasagar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Deepak R Ksheerasagar","raw_affiliation_strings":["Department of Computer Science & Engineering, Bangalore Institute of Technology, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Bangalore Institute of Technology, Bengaluru, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5062872233"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"10","issue":"7","first_page":"4244","last_page":"4248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9984999895095825,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9984999895095825,"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":0.0006000000284984708,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.0003000000142492354,"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/image-captioning","display_name":"image captioning","score":0.9539999961853027},{"id":"https://openalex.org/keywords/image-description-generation","display_name":"image description generation","score":0.8899999856948853},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8709999918937683},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"long short-term memory","score":0.9369999766349792},{"id":"https://openalex.org/keywords/natural-language-generation","display_name":"natural language generation","score":0.5360000133514404}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8779304623603821},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7350685000419617},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7102904319763184},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6985148191452026},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.6070283651351929},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5159731507301331},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4759937524795532},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.46170881390571594},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4246752858161926},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3405824303627014},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11239412426948547}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.22214/ijraset.2022.45988","doi":"https://doi.org/10.22214/ijraset.2022.45988","is_oa":true,"landing_page_url":"https://doi.org/10.22214/ijraset.2022.45988","pdf_url":"https://doi.org/10.22214/ijraset.2022.45988","source":{"id":"https://openalex.org/S2764566388","display_name":"International Journal for Research in Applied Science and Engineering Technology","issn_l":"2321-9653","issn":["2321-9653"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4322614460","host_organization_name":"International Journal for Research in Applied Science and Engineering Technology (IJRASET)","host_organization_lineage":["https://openalex.org/P4322614460"],"host_organization_lineage_names":["International Journal for Research in Applied Science and Engineering Technology (IJRASET)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal for Research in Applied Science and Engineering Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.22214/ijraset.2022.45988","doi":"https://doi.org/10.22214/ijraset.2022.45988","is_oa":true,"landing_page_url":"https://doi.org/10.22214/ijraset.2022.45988","pdf_url":"https://doi.org/10.22214/ijraset.2022.45988","source":{"id":"https://openalex.org/S2764566388","display_name":"International Journal for Research in Applied Science and Engineering Technology","issn_l":"2321-9653","issn":["2321-9653"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4322614460","host_organization_name":"International Journal for Research in Applied Science and Engineering Technology (IJRASET)","host_organization_lineage":["https://openalex.org/P4322614460"],"host_organization_lineage_names":["International Journal for Research in Applied Science and Engineering Technology (IJRASET)"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal for Research in Applied Science and Engineering Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4288095941.pdf","grobid_xml":"https://content.openalex.org/works/W4288095941.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W825973156","https://openalex.org/W1811254738","https://openalex.org/W1897761818","https://openalex.org/W1931639407","https://openalex.org/W1947481528","https://openalex.org/W2123301721","https://openalex.org/W2487501366","https://openalex.org/W2552002300","https://openalex.org/W2575842049","https://openalex.org/W2745461083","https://openalex.org/W2811074319","https://openalex.org/W2886381447","https://openalex.org/W2907279673","https://openalex.org/W2943885184","https://openalex.org/W2981165461","https://openalex.org/W2998637494","https://openalex.org/W3010997078","https://openalex.org/W3109516005","https://openalex.org/W3160567775"],"related_works":["https://openalex.org/W4308876608","https://openalex.org/W4410750375","https://openalex.org/W4367050119","https://openalex.org/W4413249457","https://openalex.org/W7171156607","https://openalex.org/W3198792467","https://openalex.org/W4404384645","https://openalex.org/W6912673241","https://openalex.org/W4283522916","https://openalex.org/W4306175749"],"abstract_inverted_index":{"Abstract:":[0],"To":[1,32],"recognise":[2],"the":[3,17,59,86,108,131],"context":[4],"of":[5,20,62,96,107,122,133],"an":[6,39,116],"image":[7,22,42,141],"and":[8,27,52,135,139],"describe":[9,85,115],"it":[10],"in":[11],"a":[12,34,76,89,94,120],"natural":[13,28,35],"language":[14,29,36],"like":[15],"English,":[16],"fundamental":[18],"task":[19],"creating":[21],"captions":[23],"uses":[24],"computer":[25],"vision":[26],"processing":[30],"techniques.":[31],"create":[33],"description":[37],"from":[38],"input":[40],"image,":[41],"caption":[43],"generation":[44],"is":[45],"used.":[46],"Convolutional":[47,77],"Neural":[48,78,98],"Network":[49,79,99],"(CNN)":[50],"model":[51,57],"Long":[53,90],"Short-Term":[54,91],"Memory":[55,92],"(LSTM)":[56],"are":[58,67],"two":[60],"parts":[61],"this":[63],"Python":[64],"project":[65],"that":[66,84],"used":[68],"to":[69,113],"implement":[70],"it.":[71],"The":[72,111],"CNN-LSTM":[73],"architecture":[74],"combines":[75],"(CNN),":[80],"which":[81,101],"creates":[82],"features":[83],"images,":[87],"with":[88],"(LSTM),":[93],"type":[95],"Recurrent":[97],"(RNN),":[100],"precisely":[102],"structures":[103],"meaningful":[104],"sentences":[105],"out":[106],"generated":[109],"data.":[110],"ability":[112],"automatically":[114],"image's":[117],"content":[118,132],"has":[119],"variety":[121],"uses,":[123],"including":[124],"helping":[125],"visually":[126],"impaired":[127],"people":[128],"better":[129],"understand":[130],"images":[134],"providing":[136],"more":[137],"precise":[138],"condensed":[140],"information":[142],"for":[143],"social":[144],"media":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2022-07-28T00:00:00"}