{"id":"https://openalex.org/W4307011037","doi":"https://doi.org/10.48550/arxiv.2210.10594","title":"Motion-Based Weak Supervision for Video Parsing with Application to Colonoscopy","display_name":"Motion-Based Weak Supervision for Video Parsing with Application to Colonoscopy","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4307011037","doi":"https://doi.org/10.48550/arxiv.2210.10594"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2210.10594","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2210.10594","pdf_url":"https://arxiv.org/pdf/2210.10594","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2210.10594","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030410231","display_name":"Ori Kelner","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kelner, Ori","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082275399","display_name":"Or Weinstein","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weinstein, Or","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024009299","display_name":"Ehud Rivlin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rivlin, Ehud","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5091558029","display_name":"Roman Goldenberg","orcid":"https://orcid.org/0000-0002-5538-772X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Goldenberg, Roman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9621999859809875,"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"}},"topics":[{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9621999859809875,"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9560999870300293,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9490000009536743,"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/parsing","display_name":"Parsing","score":0.8187376856803894},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.778830885887146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7441092133522034},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5999652147293091},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5477872490882874},{"id":"https://openalex.org/keywords/colonoscopy","display_name":"Colonoscopy","score":0.41852006316185},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3511878550052643},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07168892025947571}],"concepts":[{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.8187376856803894},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.778830885887146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7441092133522034},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5999652147293091},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5477872490882874},{"id":"https://openalex.org/C2778435480","wikidata":"https://www.wikidata.org/wiki/Q840387","display_name":"Colonoscopy","level":4,"score":0.41852006316185},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3511878550052643},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07168892025947571},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.0},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2210.10594","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2210.10594","pdf_url":"https://arxiv.org/pdf/2210.10594","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2210.10594","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2210.10594","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2210.10594","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2210.10594","pdf_url":"https://arxiv.org/pdf/2210.10594","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2381279477","https://openalex.org/W3016587774","https://openalex.org/W2999920852","https://openalex.org/W3028983594","https://openalex.org/W2363227174","https://openalex.org/W3211062742","https://openalex.org/W4318274204","https://openalex.org/W2073857279","https://openalex.org/W2071852359","https://openalex.org/W3144766310"],"abstract_inverted_index":{"We":[0,11,34],"propose":[1],"a":[2],"two-stage":[3],"unsupervised":[4],"approach":[5],"for":[6,41],"parsing":[7],"videos":[8],"into":[9,19],"phases.":[10],"use":[12],"motion":[13],"cues":[14],"to":[15,28],"divide":[16],"the":[17,36,39],"video":[18],"coarse":[20],"segments.":[21],"Noisy":[22],"segment":[23],"labels":[24],"are":[25],"then":[26],"used":[27],"weakly":[29],"supervise":[30],"an":[31],"appearance-based":[32],"classifier.":[33],"show":[35],"effectiveness":[37],"of":[38],"method":[40],"phase":[42],"detection":[43],"in":[44],"colonoscopy":[45],"videos.":[46]},"counts_by_year":[{"year":2023,"cited_by_count":6}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
