{"id":"https://openalex.org/W3009587226","doi":"https://doi.org/10.1109/wacv45572.2020.9093479","title":"VRT-Net: Real-Time Scene Parsing via Variable Resolution Transform","display_name":"VRT-Net: Real-Time Scene Parsing via Variable Resolution Transform","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W3009587226","doi":"https://doi.org/10.1109/wacv45572.2020.9093479","mag":"3009587226"},"language":"en","primary_location":{"id":"doi:10.1109/wacv45572.2020.9093479","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wacv45572.2020.9093479","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Winter Conference on Applications of Computer Vision (WACV)","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/A5086834875","display_name":"Jogendra Nath Kundu","orcid":"https://orcid.org/0000-0003-1060-0993"},"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":true,"raw_author_name":"Jogendra Nath Kundu","raw_affiliation_strings":["Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047653930","display_name":"Gaurav Singh Rajput","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":"Gaurav Singh Rajput","raw_affiliation_strings":["Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113777904","display_name":"R. Venkatesh Babu","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":"R. Venkatesh Babu","raw_affiliation_strings":["Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Video Analytics Lab, CDS, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5086834875"],"corresponding_institution_ids":["https://openalex.org/I59270414"],"apc_list":null,"apc_paid":null,"fwci":0.0977,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.36042213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"1","issue":null,"first_page":"2038","last_page":"2045"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9998000264167786,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9998000264167786,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9997000098228455,"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":0.9995999932289124,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8280786275863647},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.787771463394165},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7620203495025635},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.755362331867218},{"id":"https://openalex.org/keywords/foveal","display_name":"Foveal","score":0.6506330966949463},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5460245609283447},{"id":"https://openalex.org/keywords/magnification","display_name":"Magnification","score":0.544050395488739},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4291716516017914}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8280786275863647},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.787771463394165},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7620203495025635},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.755362331867218},{"id":"https://openalex.org/C30181142","wikidata":"https://www.wikidata.org/wiki/Q865103","display_name":"Foveal","level":3,"score":0.6506330966949463},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5460245609283447},{"id":"https://openalex.org/C4144372","wikidata":"https://www.wikidata.org/wiki/Q675287","display_name":"Magnification","level":2,"score":0.544050395488739},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4291716516017914},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wacv45572.2020.9093479","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wacv45572.2020.9093479","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Winter Conference on Applications of Computer Vision (WACV)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.8399999737739563,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1903029394","https://openalex.org/W1923697677","https://openalex.org/W1981283549","https://openalex.org/W2000179817","https://openalex.org/W2120717109","https://openalex.org/W2124592697","https://openalex.org/W2171943915","https://openalex.org/W2340897893","https://openalex.org/W2412782625","https://openalex.org/W2419448466","https://openalex.org/W2520707372","https://openalex.org/W2557406251","https://openalex.org/W2558580397","https://openalex.org/W2560023338","https://openalex.org/W2563705555","https://openalex.org/W2592939477","https://openalex.org/W2737258237","https://openalex.org/W2907965334","https://openalex.org/W2921903858","https://openalex.org/W2963108253","https://openalex.org/W2963517541","https://openalex.org/W2963563573","https://openalex.org/W2963840672","https://openalex.org/W2963881378","https://openalex.org/W2964070326","https://openalex.org/W2964217532","https://openalex.org/W2981801509","https://openalex.org/W4244914727","https://openalex.org/W4293406525","https://openalex.org/W6640295612","https://openalex.org/W6696085341","https://openalex.org/W6717372056","https://openalex.org/W6729894722","https://openalex.org/W6737324727","https://openalex.org/W6757855356"],"related_works":["https://openalex.org/W4392163599","https://openalex.org/W2283340763","https://openalex.org/W3097691005","https://openalex.org/W4244194911","https://openalex.org/W2095328482","https://openalex.org/W3170699495","https://openalex.org/W2056135665","https://openalex.org/W2009441416","https://openalex.org/W2362774332","https://openalex.org/W201295475"],"abstract_inverted_index":{"Urban":[0],"scene":[1,31,127],"parsing":[2,23,128],"is":[3,88,114],"a":[4,50,63,82,92,107,121,132],"basic":[5],"requirement":[6],"for":[7,26,106],"various":[8],"autonomous":[9],"navigation":[10],"systems":[11],"especially":[12],"in":[13,33,39,75],"self-driving.":[14],"Most":[15],"of":[16,28,46],"the":[17,72,100,124,142],"available":[18,125],"approaches":[19],"employ":[20],"generic":[21],"image":[22],"architectures":[24],"designed":[25,115],"segmentation":[27],"object":[29],"focused":[30],"captured":[32,38],"indoor":[34],"setups.":[35],"However,":[36],"images":[37],"car-mounted":[40],"cameras":[41],"exhibit":[42],"an":[43],"extreme":[44],"effect":[45],"perspective":[47],"geometry,":[48],"causing":[49],"significant":[51],"scale":[52],"disparity":[53],"between":[54,135],"near":[55],"and":[56,137],"farther":[57],"objects.":[58],"Recognizing":[59],"this,":[60,79],"we":[61,80],"formalize":[62],"unique":[64],"Variable":[65],"Resolution":[66],"Transform":[67],"(VRT)":[68],"technique":[69],"motivated":[70],"from":[71],"foveal":[73],"magnification":[74,102],"human":[76],"eye.":[77],"Following":[78],"design":[81],"Fovea":[83],"Estimation":[84],"Network":[85],"(FEN)":[86],"which":[87],"trained":[89],"to":[90,116,141],"estimate":[91],"single":[93],"most":[94],"convenient":[95],"fixation":[96],"location":[97],"along":[98],"with":[99],"associated":[101],"factor,":[103],"best":[104],"suited":[105],"given":[108],"input":[109],"image.":[110],"The":[111],"proposed":[112],"framework":[113],"enable":[117],"its":[118],"usage":[119],"as":[120,139],"wrapper":[122],"over":[123],"real-time":[126],"models,":[129],"thereby":[130],"demonstrating":[131],"superior":[133],"trade-off":[134],"speed":[136],"quality":[138],"compared":[140],"prior":[143],"state-of-the-arts.":[144]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}