{"id":"https://openalex.org/W3117979343","doi":"https://doi.org/10.1109/ictai50040.2020.00139","title":"Real-Time Polyp Detection for Colonoscopy Video on CPU","display_name":"Real-Time Polyp Detection for Colonoscopy Video on CPU","publication_year":2020,"publication_date":"2020-11-01","ids":{"openalex":"https://openalex.org/W3117979343","doi":"https://doi.org/10.1109/ictai50040.2020.00139","mag":"3117979343"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictai50040.2020.00139","pdf_url":null,"source":null,"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/A5084510238","display_name":"Xuetong Li","orcid":"https://orcid.org/0000-0003-0029-2296"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]},{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuetong Li","raw_affiliation_strings":["Sino-German Joint Software Institute, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sino-German Joint Software Institute, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672","https://openalex.org/I4210128818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100448645","display_name":"Rui Liu","orcid":"https://orcid.org/0000-0003-3412-8953"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Liu","raw_affiliation_strings":["Sino-German Joint Software Institute, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sino-German Joint Software Institute, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046708261","display_name":"Mingzhen Li","orcid":"https://orcid.org/0000-0002-4115-9072"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingzhen Li","raw_affiliation_strings":["Sino-German Joint Software Institute, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sino-German Joint Software Institute, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100330560","display_name":"Yi Liu","orcid":"https://orcid.org/0000-0002-6741-6815"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Liu","raw_affiliation_strings":["Sino-German Joint Software Institute, Beihang University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Sino-German Joint Software Institute, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I4210128818","https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011311037","display_name":"Lianghui Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]},{"id":"https://openalex.org/I4210119987","display_name":"Qingdao Municipal Hospital","ror":"https://ror.org/02jqapy19","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianghui Jiang","raw_affiliation_strings":["Department of Health Care, Qingdao Municipal Hospital(East) Affiliated to Qingdao University, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Department of Health Care, Qingdao Municipal Hospital(East) Affiliated to Qingdao University, Qingdao, China","institution_ids":["https://openalex.org/I108688024","https://openalex.org/I4210119987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009243965","display_name":"Changhong Zhou","orcid":"https://orcid.org/0000-0003-3259-5494"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]},{"id":"https://openalex.org/I4210119987","display_name":"Qingdao Municipal Hospital","ror":"https://ror.org/02jqapy19","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210119987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changhong Zhou","raw_affiliation_strings":["Department of Health Care, Qingdao Municipal Hospital(East) Affiliated to Qingdao University, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Department of Health Care, Qingdao Municipal Hospital(East) Affiliated to Qingdao University, Qingdao, China","institution_ids":["https://openalex.org/I108688024","https://openalex.org/I4210119987"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.192,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.357402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":69,"max":73},"biblio":{"volume":null,"issue":null,"first_page":"890","last_page":"897"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9976,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9976,"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9968,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9885,"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/pruning","display_name":"Pruning","score":0.48528048}],"concepts":[{"id":"https://openalex.org/C2778435480","wikidata":"https://www.wikidata.org/wiki/Q840387","display_name":"Colonoscopy","level":4,"score":0.7651602},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7567966},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.57881343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.54720414},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4981804},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.48528048},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4318486},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.30398053},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.27147645},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.1709109},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14751524},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.085552365},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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/ictai50040.2020.00139","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.83,"display_name":"Good health and well-being"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":43,"referenced_works":["https://openalex.org/W1504194272","https://openalex.org/W1836465849","https://openalex.org/W2008359794","https://openalex.org/W2021088830","https://openalex.org/W2054367831","https://openalex.org/W2102605133","https://openalex.org/W2111116696","https://openalex.org/W2111789259","https://openalex.org/W2113889984","https://openalex.org/W2140753590","https://openalex.org/W2167215970","https://openalex.org/W2233116163","https://openalex.org/W2285968993","https://openalex.org/W2302255633","https://openalex.org/W2586952804","https://openalex.org/W2612445135","https://openalex.org/W2613718673","https://openalex.org/W2701971652","https://openalex.org/W2741485222","https://openalex.org/W2750784772","https://openalex.org/W2788745520","https://openalex.org/W2796347433","https://openalex.org/W2806175674","https://openalex.org/W2891251505","https://openalex.org/W2891621179","https://openalex.org/W2911188335","https://openalex.org/W2937343562","https://openalex.org/W2949117887","https://openalex.org/W2950248853","https://openalex.org/W2962851801","https://openalex.org/W2963000224","https://openalex.org/W2963037989","https://openalex.org/W2963616439","https://openalex.org/W2970971581","https://openalex.org/W2971643649","https://openalex.org/W2989604896","https://openalex.org/W3005561728","https://openalex.org/W3103461182","https://openalex.org/W3106250896","https://openalex.org/W4239558974","https://openalex.org/W4293584584","https://openalex.org/W4297775537","https://openalex.org/W639708223"],"related_works":["https://openalex.org/W4389251353","https://openalex.org/W3028983594","https://openalex.org/W3016587774","https://openalex.org/W2999920852","https://openalex.org/W2381279477","https://openalex.org/W2363227174","https://openalex.org/W2088704621","https://openalex.org/W2073857279","https://openalex.org/W2071852359","https://openalex.org/W2006998504"],"abstract_inverted_index":{"Colorectal":[0],"cancer(CRC),":[1],"which":[2,60],"is":[3,7,21,61,167],"derived":[4],"from":[5],"polyps,":[6],"a":[8,13,83,151],"common":[9],"malignant":[10],"tumor":[11],"with":[12,169,192],"high":[14,70],"incidence":[15],"and":[16,73,115,157,173,177],"mortality.":[17],"Currently":[18],"the":[19,22,30,34,52,78,113,125,132,142],"colonoscopy":[20,91,121,175,190],"most":[23,48],"effective":[24],"approach":[25,166,182],"for":[26,63,90,135,141,162],"early":[27],"detection":[28,41,89,128,134],"of":[29,36,49,54,107,153],"colorectal":[31],"cancer.":[32],"With":[33],"development":[35],"object":[37],"detection,":[38],"some":[39],"polyp":[40,88,108],"algorithms":[42],"have":[43],"achieved":[44],"satisfied":[45,193],"results.":[46],"However,":[47],"them":[50],"need":[51,145],"support":[53],"hardware":[55],"accelerators":[56],"such":[57],"as":[58],"GPU,":[59],"unsuitable":[62],"actual":[64,174],"clinical":[65],"environment":[66],"due":[67],"to":[68,85,104,130,146,160],"its":[69],"power":[71],"consumption":[72],"loud":[74],"noise.":[75],"To":[76],"solve":[77],"problem,":[79],"this":[80],"paper":[81],"proposes":[82],"solution":[84,100],"implement":[86],"real-time":[87],"video":[92],"on":[93,189,195],"general-purpose":[94],"computing":[95],"platforms,":[96],"i.e.":[97],"CPU.":[98,196],"Our":[99,165],"incorporates":[101],"several":[102],"methods":[103],"improve":[105],"efficiency":[106],"detection.":[109],"Firstly,":[110],"by":[111],"analyzing":[112],"similarity":[114],"difference":[116],"between":[117],"successive":[118],"frames":[119,136,143,186],"in":[120],"videos,":[122,176],"we":[123,149],"use":[124],"abrupt":[126],"shot":[127],"method":[129],"reduce":[131],"unnecessary":[133],"that":[137,144,180],"contain":[138],"non-polyps;":[139],"secondly,":[140],"be":[147],"detected,":[148],"iterated":[150],"procedure":[152],"sparse":[154],"training,":[155],"pruning":[156],"knowledge":[158],"distillation":[159],"search":[161],"compressed":[163],"models.":[164],"evaluated":[168],"both":[170],"public":[171],"datasets":[172],"results":[178],"show":[179],"our":[181],"can":[183],"process":[184],"35.28":[185],"per":[187],"second":[188],"videos":[191],"precision":[194]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3117979343","counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2025-01-10T18:09:19.020935","created_date":"2021-01-05"}
  NODES
INTERN 1