{"id":"https://openalex.org/W2040497587","doi":"https://doi.org/10.1145/2683483.2683484","title":"A GPU based Real-Time CUDA implementation for obtaining Visual Saliency","display_name":"A GPU based Real-Time CUDA implementation for obtaining Visual Saliency","publication_year":2014,"publication_date":"2014-12-14","ids":{"openalex":"https://openalex.org/W2040497587","doi":"https://doi.org/10.1145/2683483.2683484","mag":"2040497587"},"language":"en","primary_location":{"id":"doi:10.1145/2683483.2683484","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2683483.2683484","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 Indian Conference on Computer Vision Graphics and Image Processing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5039560708","display_name":"Rahul Agrawal","orcid":"https://orcid.org/0000-0002-3129-6698"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahul Agrawal","raw_affiliation_strings":["Indian Institute of Technology, Kharagpur, WestBengal, India-721302","Indian Institute of Technology, Kharagpur, WestBengal, India-721302#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Kharagpur, WestBengal, India-721302","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Indian Institute of Technology, Kharagpur, WestBengal, India-721302#TAB#","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016634390","display_name":"Soumyajit Gupta","orcid":"https://orcid.org/0000-0001-8145-9347"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Soumyajit Gupta","raw_affiliation_strings":["Indian Institute of Technology, Kharagpur, WestBengal, India-721302","Indian Institute of Technology, Kharagpur, WestBengal, India-721302#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Kharagpur, WestBengal, India-721302","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Indian Institute of Technology, Kharagpur, WestBengal, India-721302#TAB#","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112062626","display_name":"Jayanta Mukherjee","orcid":null},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jayanta Mukherjee","raw_affiliation_strings":["Indian Institute of Technology, Kharagpur, WestBengal, India-721302","Indian Institute of Technology, Kharagpur, WestBengal, India-721302#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Kharagpur, WestBengal, India-721302","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Indian Institute of Technology, Kharagpur, WestBengal, India-721302#TAB#","institution_ids":["https://openalex.org/I145894827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010000375","display_name":"Ritwik Kumar Layek","orcid":"https://orcid.org/0000-0003-0044-2258"},"institutions":[{"id":"https://openalex.org/I145894827","display_name":"Indian Institute of Technology Kharagpur","ror":"https://ror.org/03w5sq511","country_code":"IN","type":"education","lineage":["https://openalex.org/I145894827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ritwik Kumar Layek","raw_affiliation_strings":["Indian Institute of Technology, Kharagpur, WestBengal, India-721302","Indian Institute of Technology, Kharagpur, WestBengal, India-721302#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology, Kharagpur, WestBengal, India-721302","institution_ids":["https://openalex.org/I145894827"]},{"raw_affiliation_string":"Indian Institute of Technology, Kharagpur, WestBengal, India-721302#TAB#","institution_ids":["https://openalex.org/I145894827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I145894827"],"apc_list":null,"apc_paid":null,"fwci":0.5394,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.68597323,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","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/T11605","display_name":"Visual Attention and Saliency Detection","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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9965999722480774,"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":0.9902999997138977,"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/cuda","display_name":"CUDA","score":0.8875598907470703},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8784564733505249},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7291984558105469},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.7257159948348999},{"id":"https://openalex.org/keywords/general-purpose-computing-on-graphics-processing-units","display_name":"General-purpose computing on graphics processing units","score":0.6308890581130981},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.49259668588638306},{"id":"https://openalex.org/keywords/execution-time","display_name":"Execution time","score":0.4347579777240753},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.43222978711128235},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.37442630529403687},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.28935131430625916},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.2157270908355713}],"concepts":[{"id":"https://openalex.org/C2778119891","wikidata":"https://www.wikidata.org/wiki/Q477690","display_name":"CUDA","level":2,"score":0.8875598907470703},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8784564733505249},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7291984558105469},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.7257159948348999},{"id":"https://openalex.org/C50630238","wikidata":"https://www.wikidata.org/wiki/Q971505","display_name":"General-purpose computing on graphics processing units","level":3,"score":0.6308890581130981},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.49259668588638306},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.4347579777240753},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.43222978711128235},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.37442630529403687},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.28935131430625916},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.2157270908355713},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2683483.2683484","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2683483.2683484","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2014 Indian Conference on Computer Vision Graphics and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5899999737739563}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1572655503","https://openalex.org/W2033020984","https://openalex.org/W2100470808","https://openalex.org/W2113841249","https://openalex.org/W2128272608","https://openalex.org/W2134736911","https://openalex.org/W2135957164","https://openalex.org/W2136869398","https://openalex.org/W2146103513","https://openalex.org/W2152233525","https://openalex.org/W2292043493","https://openalex.org/W6658588407","https://openalex.org/W6674505857","https://openalex.org/W6680437723","https://openalex.org/W6681200267"],"related_works":["https://openalex.org/W1963859303","https://openalex.org/W2364044215","https://openalex.org/W2389600408","https://openalex.org/W240129890","https://openalex.org/W3048701459","https://openalex.org/W2149078538","https://openalex.org/W2080146221","https://openalex.org/W2370314112","https://openalex.org/W1912958759","https://openalex.org/W2792081825"],"abstract_inverted_index":{"We":[0,23,56,74],"present":[1],"a":[2,52,89,107,119],"GPU-based":[3,32],"implementation":[4],"of":[5,28,40,67,79,86,100,115],"the":[6,26,29,41,48,58,76,80],"saliency":[7,20],"model":[8],"proposed":[9],"by":[10],"Achanta":[11],"et":[12],"al.":[13],"[1]":[14],"to":[15,31,45,97,106],"perform":[16],"real-time":[17],"and":[18,34,61,111],"detailed":[19],"map":[21,24],"generation.":[22],"all":[25],"components":[27],"algorithm":[30,42,81],"kernels":[33],"data":[35],"structures.":[36],"The":[37],"parallel":[38,77],"version":[39],"is":[43],"able":[44],"accurately":[46],"simulate":[47],"desired":[49],"results":[50],"in":[51,65],"very":[53],"low":[54],"time.":[55],"describe":[57],"streaming":[59],"pipeline":[60],"address":[62],"many":[63],"issues":[64],"terms":[66],"obtaining":[68],"high":[69],"throughput":[70],"on":[71,82],"multi-core":[72],"GPUs.":[73,87],"highlight":[75],"performance":[78,102],"three":[83],"different":[84],"generations":[85],"On":[88],"high-end":[90],"NVIDIA":[91],"Tesla":[92],"K20m,":[93],"we":[94],"observe":[95],"up":[96],"600x":[98],"order":[99,114],"magnitude":[101,116],"improvement":[103,117],"as":[104],"compared":[105],"single-threaded":[108],"CPU-based":[109,120],"algorithm,":[110],"about":[112],"300x":[113],"over":[118],"OpenCV":[121],"implementation.":[122]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
