{"id":"https://openalex.org/W4388938375","doi":"https://doi.org/10.1109/icccnt56998.2023.10306667","title":"A Novel Approach Towards Photorealistic Image Stylization","display_name":"A Novel Approach Towards Photorealistic Image Stylization","publication_year":2023,"publication_date":"2023-07-06","ids":{"openalex":"https://openalex.org/W4388938375","doi":"https://doi.org/10.1109/icccnt56998.2023.10306667"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10306667","pdf_url":null,"source":{"id":"https://openalex.org/S4363607876","display_name":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5102582656","display_name":"Anish Mishra","orcid":null},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"funder","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anish Mishra","raw_affiliation_strings":["KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India,751024"],"affiliations":[{"raw_affiliation_string":"KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India,751024","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113052860","display_name":"Bidita Ghosh","orcid":null},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"funder","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bidita Ghosh","raw_affiliation_strings":["KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India,751024"],"affiliations":[{"raw_affiliation_string":"KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India,751024","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058324373","display_name":"Shashank Shekhar","orcid":"https://orcid.org/0000-0002-0615-425X"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"funder","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shashank Shekhar","raw_affiliation_strings":["KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India,751024"],"affiliations":[{"raw_affiliation_string":"KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India,751024","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027955724","display_name":"Santos Kumar Baliarsingh","orcid":"https://orcid.org/0000-0002-2092-5014"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"funder","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Santos Kumar Baliarsingh","raw_affiliation_strings":["KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India,751024"],"affiliations":[{"raw_affiliation_string":"KIIT Deemed to be University,School of Computer Engineering,Bhubaneswar,India,751024","institution_ids":["https://openalex.org/I67357951"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"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":{"min":0,"max":66},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9983,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9983,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9946,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9838,"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/similarity","display_name":"Similarity (geometry)","score":0.59279966},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.5279818},{"id":"https://openalex.org/keywords/activation-function","display_name":"Activation function","score":0.5237907}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8160983},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.67509097},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.59279966},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.5279818},{"id":"https://openalex.org/C38365724","wikidata":"https://www.wikidata.org/wiki/Q4677469","display_name":"Activation function","level":3,"score":0.5237907},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.50360245},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4797248},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4644295},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.44295323},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42558518},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4151878},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.37086135},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32233763},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt56998.2023.10306667","pdf_url":null,"source":{"id":"https://openalex.org/S4363607876","display_name":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":13,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2108598243","https://openalex.org/W2129112648","https://openalex.org/W2302243225","https://openalex.org/W2604721644","https://openalex.org/W2604737827","https://openalex.org/W2916798096","https://openalex.org/W2950689937","https://openalex.org/W2963683323","https://openalex.org/W2963920537","https://openalex.org/W2989045104","https://openalex.org/W4240805545","https://openalex.org/W4297749385"],"related_works":["https://openalex.org/W4385451479","https://openalex.org/W4318066384","https://openalex.org/W4287019248","https://openalex.org/W3215912596","https://openalex.org/W3198895633","https://openalex.org/W3134817226","https://openalex.org/W3110577345","https://openalex.org/W3036783294","https://openalex.org/W2946235959","https://openalex.org/W2902935192"],"abstract_inverted_index":{"Photorealistic":[0],"image":[1,14,32],"stylization":[2,33,221],"\u2014":[3],"a":[4,121,166,234],"technique":[5],"which":[6,53,164],"involves":[7],"transferring":[8],"the":[9,20,24,73,84,100,111,129,158,187,240],"artistic":[10,260],"style":[11,81,171,184],"from":[12],"one":[13],"onto":[15],"another,":[16],"while":[17,264],"simultaneously":[18],"preserving":[19,265],"inherent":[21],"content":[22,79,169],"of":[23,168,189],"target":[25],"image.":[26],"Numerous":[27],"methods":[28,75],"for":[29,132,257],"achieving":[30],"photorealistic":[31,148],"have":[34],"been":[35],"developed,":[36],"however":[37],"they":[38],"produce":[39],"stylizations":[40],"that":[41,173,223],"are":[42,54,224],"spatially":[43],"inconsistent":[44],"with":[45,110,210],"noticeable":[46],"artifacts":[47],"and":[48,68,80,95,142,170,186,202,208,218],"distortion":[49],"in":[50,57,83,146,153,244],"output":[51],"images":[52,172,263],"not":[55],"present":[56],"captured":[58],"photographs.":[59],"We":[60,87],"propose":[61,88],"novel":[62,231],"advancements":[63],"to":[64,71,127,138,177,181],"address":[65],"these":[66],"problems":[67],"enhance":[69],"photorealism":[70],"improve":[72],"existing":[74,211,249],"by":[76,227],"incorporating":[77],"both":[78],"loss":[82],"optimization":[85,125],"process.":[86],"two":[89],"key":[90],"enhancements:":[91],"activation":[92,101,106,116],"function":[93,102,107],"enhancement":[94],"learning":[96,123,130],"rate":[97,124,131],"optimization.":[98],"In":[99],"enhancement,the":[103],"conventional":[104],"ReLU":[105],"is":[108,157],"replaced":[109],"Exponential":[112],"Linear":[113],"Unit":[114],"(ELU)":[115],"function.":[117],"Furthermore,":[118],"we":[119],"conduct":[120],"comprehensive":[122],"study":[126],"customize":[128],"our":[133,213],"method.":[134],"Both":[135],"enhancements":[136],"lead":[137],"improved":[139],"convergence":[140],"speed":[141],"solution":[143],"quality,":[144,199],"resulting":[145],"superior":[147],"images.":[149],"The":[150],"dataset":[151,163],"used":[152,176],"this":[154,190],"research":[155],"paper":[156],"Deep":[159],"Photo":[160],"Style":[161],"Transfer(DPST)":[162],"contains":[165],"collection":[167],"can":[174],"be":[175],"train":[178],"neural":[179],"networks":[180],"perform":[182],"photo":[183],"transfer":[185],"evaluation":[188,207],"model":[191],"was":[192],"done":[193],"using":[194],"several":[195],"metrics,":[196],"including":[197],"perceptual":[198],"visual":[200],"similarity,":[201],"structural":[203],"similarity.":[204],"Through":[205],"rigorous":[206],"comparison":[209],"methods,":[212],"enhanced":[214],"approach":[215,232],"achieves":[216,233],"remarkable":[217],"visually":[219],"appealing":[220],"results":[222],"more":[225],"preferred":[226],"human":[228],"subjects.":[229],"Our":[230],"higher":[235,239],"SSIM":[236],"score":[237],"(the":[238],"better)":[241],"as":[242],"discussed":[243],"Table":[245],"1":[246],"than":[247],"other":[248],"methods.":[250],"It":[251],"also":[252],"opens":[253],"up":[254],"new":[255],"possibilities":[256],"integrating":[258],"desired":[259],"styles":[261],"into":[262],"their":[266],"original":[267],"content.":[268]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4388938375","counts_by_year":[],"updated_date":"2025-02-21T12:26:21.056723","created_date":"2023-11-24"}