{"id":"https://openalex.org/W4200593061","doi":"https://doi.org/10.1145/3490035.3490266","title":"HDRVideo-GAN","display_name":"HDRVideo-GAN","publication_year":2021,"publication_date":"2021-12-14","ids":{"openalex":"https://openalex.org/W4200593061","doi":"https://doi.org/10.1145/3490035.3490266"},"language":"en","primary_location":{"id":"doi:10.1145/3490035.3490266","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3490035.3490266","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twelfth Indian Conference on Computer Vision, Graphics and Image Processing","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/A5051941533","display_name":"Mrinal Anand","orcid":null},"institutions":[{"id":"https://openalex.org/I27674431","display_name":"Indian Institute of Technology Gandhinagar","ror":"https://ror.org/0036p5w23","country_code":"IN","type":"education","lineage":["https://openalex.org/I27674431"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Mrinal Anand","raw_affiliation_strings":["Indian Institute of Technology, Gandhinagar, Gujarat, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Gandhinagar, Gujarat, India","institution_ids":["https://openalex.org/I27674431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046710029","display_name":"Nidhin Harilal","orcid":"https://orcid.org/0000-0002-2649-2811"},"institutions":[{"id":"https://openalex.org/I2802236040","display_name":"University of Colorado System","ror":"https://ror.org/00jc20583","country_code":"US","type":"education","lineage":["https://openalex.org/I2802236040"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nidhin Harilal","raw_affiliation_strings":["University of Colorado"],"affiliations":[{"raw_affiliation_string":"University of Colorado","institution_ids":["https://openalex.org/I2802236040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064141684","display_name":"Chandan Kumar","orcid":"https://orcid.org/0000-0001-9163-3206"},"institutions":[{"id":"https://openalex.org/I27674431","display_name":"Indian Institute of Technology Gandhinagar","ror":"https://ror.org/0036p5w23","country_code":"IN","type":"education","lineage":["https://openalex.org/I27674431"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chandan Kumar","raw_affiliation_strings":["Indian Institute of Technology, Gandhinagar, Gujarat, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Gandhinagar, Gujarat, India","institution_ids":["https://openalex.org/I27674431"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070142969","display_name":"Shanmuganathan Raman","orcid":"https://orcid.org/0000-0003-2718-7891"},"institutions":[{"id":"https://openalex.org/I27674431","display_name":"Indian Institute of Technology Gandhinagar","ror":"https://ror.org/0036p5w23","country_code":"IN","type":"education","lineage":["https://openalex.org/I27674431"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shanmuganathan Raman","raw_affiliation_strings":["Indian Institute of Technology, Gandhinagar, Gujarat, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Gandhinagar, Gujarat, India","institution_ids":["https://openalex.org/I27674431"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5051941533"],"corresponding_institution_ids":["https://openalex.org/I27674431"],"apc_list":null,"apc_paid":null,"fwci":0.3843,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.62325163,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9998999834060669,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9998999834060669,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9994000196456909,"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":0.9991999864578247,"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":0.7931438088417053},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.711742103099823},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.684952974319458},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6796861290931702},{"id":"https://openalex.org/keywords/high-dynamic-range","display_name":"High dynamic range","score":0.6755349040031433},{"id":"https://openalex.org/keywords/optical-flow","display_name":"Optical flow","score":0.5050356984138489},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.4923907518386841},{"id":"https://openalex.org/keywords/video-denoising","display_name":"Video denoising","score":0.45638540387153625},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.41572606563568115},{"id":"https://openalex.org/keywords/dynamic-range","display_name":"Dynamic range","score":0.2909950613975525},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.23148849606513977},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.2297441065311432},{"id":"https://openalex.org/keywords/multiview-video-coding","display_name":"Multiview Video Coding","score":0.17371487617492676},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.10876959562301636}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7931438088417053},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.711742103099823},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.684952974319458},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6796861290931702},{"id":"https://openalex.org/C2780056265","wikidata":"https://www.wikidata.org/wiki/Q106239881","display_name":"High dynamic range","level":3,"score":0.6755349040031433},{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.5050356984138489},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.4923907518386841},{"id":"https://openalex.org/C30814859","wikidata":"https://www.wikidata.org/wiki/Q4119603","display_name":"Video denoising","level":5,"score":0.45638540387153625},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.41572606563568115},{"id":"https://openalex.org/C87133666","wikidata":"https://www.wikidata.org/wiki/Q1161699","display_name":"Dynamic range","level":2,"score":0.2909950613975525},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.23148849606513977},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.2297441065311432},{"id":"https://openalex.org/C23431618","wikidata":"https://www.wikidata.org/wiki/Q1404672","display_name":"Multiview Video Coding","level":4,"score":0.17371487617492676},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10876959562301636},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3490035.3490266","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3490035.3490266","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twelfth Indian Conference on Computer Vision, Graphics and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W764651262","https://openalex.org/W1583366798","https://openalex.org/W1901129140","https://openalex.org/W1908433443","https://openalex.org/W1965346398","https://openalex.org/W1984527295","https://openalex.org/W1995813543","https://openalex.org/W2010316810","https://openalex.org/W2013980527","https://openalex.org/W2027451748","https://openalex.org/W2040369854","https://openalex.org/W2054927225","https://openalex.org/W2059055371","https://openalex.org/W2064076387","https://openalex.org/W2069281566","https://openalex.org/W2074172223","https://openalex.org/W2103802376","https://openalex.org/W2119449517","https://openalex.org/W2120621793","https://openalex.org/W2133665775","https://openalex.org/W2137804156","https://openalex.org/W2140873729","https://openalex.org/W2145038566","https://openalex.org/W2158201077","https://openalex.org/W2331128040","https://openalex.org/W2552290192","https://openalex.org/W2562361172","https://openalex.org/W2590560192","https://openalex.org/W2736611505","https://openalex.org/W2766497195","https://openalex.org/W2884041121","https://openalex.org/W2953231542","https://openalex.org/W2963882477","https://openalex.org/W2964156315","https://openalex.org/W2964515596","https://openalex.org/W2978883305","https://openalex.org/W3020517482","https://openalex.org/W3098337560","https://openalex.org/W3122099796","https://openalex.org/W3138218344","https://openalex.org/W3142504410","https://openalex.org/W3177525997","https://openalex.org/W4235375376","https://openalex.org/W4236229596","https://openalex.org/W4254791684"],"related_works":["https://openalex.org/W2387796150","https://openalex.org/W1987356308","https://openalex.org/W3119800349","https://openalex.org/W4385272703","https://openalex.org/W2513570774","https://openalex.org/W2139368882","https://openalex.org/W4214691059","https://openalex.org/W4287907666","https://openalex.org/W2792992868","https://openalex.org/W2997240037"],"abstract_inverted_index":{"High":[0],"dynamic":[1,15],"range":[2,16],"(HDR)":[3],"videos":[4],"provide":[5],"a":[6,29,38,113,118,132,142,192],"more":[7],"visually":[8],"realistic":[9],"experience":[10],"than":[11],"the":[12,52,127,149,169,173,195],"standard":[13],"low":[14],"(LDR)":[17],"videos.":[18],"Despite":[19],"having":[20],"significant":[21],"progress":[22],"in":[23,66,117,141,168],"HDR":[24,35,59,90,139,189],"imaging,":[25],"it":[26],"is":[27],"still":[28],"challenging":[30],"task":[31],"to":[32,56,64,74,131],"capture":[33],"high-quality":[34,138],"video":[36,91,108,193],"with":[37,77,96,109,112,163],"conventional":[39],"off-the-shelf":[40],"camera.":[41],"Existing":[42],"approaches":[43],"rely":[44],"entirely":[45],"on":[46],"using":[47],"dense":[48],"optical":[49,122],"flow":[50],"between":[51],"neighboring":[53,128],"LDR":[54,94,103,107],"sequences":[55,95],"reconstruct":[57,137],"an":[58,85],"frame.":[60],"However,":[61],"they":[62],"lead":[63],"inconsistencies":[65],"color":[67],"and":[68,135,151,165,185],"exposure":[69],"over":[70,194],"time":[71],"when":[72],"applied":[73],"alternating":[75,97,110],"exposures":[76,111],"noisy":[78,106],"frames.":[79],"In":[80],"this":[81],"paper,":[82],"we":[83,124,156],"propose":[84],"end-to-end":[86],"GAN-based":[87],"framework":[88,181],"for":[89],"reconstruction":[92],"from":[93,105],"exposures.":[98],"We":[99],"first":[100],"extract":[101],"clean":[102],"frames":[104,130,140,190],"denoising":[114],"network":[115],"trained":[116],"self-supervised":[119],"setting.":[120,145],"Using":[121],"flow,":[123],"then":[125,136],"align":[126],"alternating-exposure":[129],"reference":[133],"frame":[134],"complete":[143],"adversarial":[144],"To":[146],"further":[147],"improve":[148],"robustness":[150],"quality":[152,188],"of":[153,191],"generated":[154],"frames,":[155],"incorporate":[157],"temporal":[158],"stability-based":[159],"regularization":[160],"term":[161],"along":[162],"content":[164],"style-based":[166],"losses":[167],"cost":[170],"function":[171],"during":[172],"training":[174],"procedure.":[175],"Experimental":[176],"results":[177],"demonstrate":[178],"that":[179],"our":[180],"achieves":[182],"state-of-the-art":[183],"performance":[184],"generates":[186],"superior":[187],"existing":[196],"methods.":[197]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2021-12-31T00:00:00"}