{"id":"https://openalex.org/W2950187406","doi":"https://doi.org/10.1109/lsp.2019.2921654","title":"Proposal-Driven Segmentation for Videos","display_name":"Proposal-Driven Segmentation for Videos","publication_year":2019,"publication_date":"2019-06-07","ids":{"openalex":"https://openalex.org/W2950187406","doi":"https://doi.org/10.1109/lsp.2019.2921654","mag":"2950187406"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2019.2921654","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2019.2921654","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ink.library.smu.edu.sg/sis_research/7876","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100717913","display_name":"Junliang Li","orcid":"https://orcid.org/0000-0002-0524-3840"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":true,"raw_author_name":"Junliang Li","raw_affiliation_strings":["Faculty of Information Technology, Macau University of Science and Technology, Macao, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology, Macao, China","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056103024","display_name":"Shengfeng He","orcid":"https://orcid.org/0000-0002-3802-4644"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengfeng He","raw_affiliation_strings":["School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084401728","display_name":"Hon\u2010Cheng Wong","orcid":"https://orcid.org/0000-0001-5884-1417"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Hon-Cheng Wong","raw_affiliation_strings":["Faculty of Information Technology, Macau University of Science and Technology, Macao, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology, Macao, China","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018681441","display_name":"Sio\u2010Long Lo","orcid":"https://orcid.org/0000-0002-5296-0922"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Sio-Long Lo","raw_affiliation_strings":["Faculty of Information Technology, Macau University of Science and Technology, Macao, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology, Macao, China","institution_ids":["https://openalex.org/I111950717"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100717913"],"corresponding_institution_ids":["https://openalex.org/I111950717"],"apc_list":null,"apc_paid":null,"fwci":0.8173,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.7701693,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"26","issue":"8","first_page":"1098","last_page":"1102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","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/T10036","display_name":"Advanced Neural Network Applications","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":0.9998000264167786,"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/T11714","display_name":"Multimodal Machine Learning 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":0.6512530446052551},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5720264911651611},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5670033097267151},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5490848422050476},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5474168062210083},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3382423222064972}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6512530446052551},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5720264911651611},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5670033097267151},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5490848422050476},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5474168062210083},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3382423222064972}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lsp.2019.2921654","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2019.2921654","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Letters","raw_type":"journal-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-8879","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/7876","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1109/LSP.2019.2921654","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-8879","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/7876","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1109/LSP.2019.2921654","raw_type":"Journal Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W88469699","https://openalex.org/W140330156","https://openalex.org/W589665618","https://openalex.org/W639708223","https://openalex.org/W1534510265","https://openalex.org/W1586994488","https://openalex.org/W1903029394","https://openalex.org/W1907877624","https://openalex.org/W1929856797","https://openalex.org/W1989348325","https://openalex.org/W1990342138","https://openalex.org/W1992992668","https://openalex.org/W1998588337","https://openalex.org/W2009874829","https://openalex.org/W2023244685","https://openalex.org/W2030346542","https://openalex.org/W2031489346","https://openalex.org/W2076756823","https://openalex.org/W2102605133","https://openalex.org/W2105297725","https://openalex.org/W2108598243","https://openalex.org/W2113708607","https://openalex.org/W2138682569","https://openalex.org/W2154554359","https://openalex.org/W2155598147","https://openalex.org/W2162813810","https://openalex.org/W2163605009","https://openalex.org/W2186094539","https://openalex.org/W2194775991","https://openalex.org/W2212077366","https://openalex.org/W2322739735","https://openalex.org/W2325835689","https://openalex.org/W2402395722","https://openalex.org/W2467181293","https://openalex.org/W2560023338","https://openalex.org/W2585592883","https://openalex.org/W2605229288","https://openalex.org/W2613718673","https://openalex.org/W2618530766","https://openalex.org/W2750988638","https://openalex.org/W2765103010","https://openalex.org/W2887503470","https://openalex.org/W2895340898","https://openalex.org/W2916743882","https://openalex.org/W2919115771","https://openalex.org/W2964283970","https://openalex.org/W6640083356","https://openalex.org/W6682918240","https://openalex.org/W6686583229","https://openalex.org/W6750214674"],"related_works":["https://openalex.org/W2755342338","https://openalex.org/W2058170566","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W1969923398","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2079911747","https://openalex.org/W2170022336"],"abstract_inverted_index":{"Effectively":[0],"utilizing":[1],"the":[2,23,31,39,71,90,98,107,110,126,139,153,157,166,171,176,183,193,198,232],"common":[3,24,40,72],"information":[4,25,41,73],"in":[5,15,84,224],"a":[6,12,27,51,59,66,122],"set":[7],"of":[8,38,109,231],"video":[9,16,76,81,91,111,184,225,234],"frames":[10,77,82,92,172],"is":[11,130,162,218],"vital":[13],"aspect":[14],"segmentation.":[17],"However,":[18],"existing":[19,233],"methods":[20],"that":[21,54,213],"transport":[22],"from":[26,89,138],"prior":[28],"frame":[29,33],"to":[30,45,64,132,164,170,220,229],"current":[32],"do":[34],"not":[35],"make":[36],"use":[37],"effectively.":[42],"In":[43,113],"order":[44],"address":[46],"this":[47,85],"issue,":[48],"we":[49],"apply":[50],"new":[52,144],"strategy":[53],"jointly":[55],"segments":[56],"object":[57],"through":[58,101],"convolutional":[60],"neural":[61],"network":[62],"(CNN)":[63],"build":[65],"proposal-driven":[67,215],"framework":[68,217],"for":[69,96,160,204],"exploiting":[70],"between":[74],"two":[75,80,140],"by":[78,121],"processing":[79],"simultaneously":[83],"letter.":[86],"Moreover,":[87],"proposals":[88,116,137],"are":[93,119,180],"found":[94],"useful":[95],"refining":[97],"segmentation":[99,104,161,167,178,186,191,216,226,235],"results":[100,105,168,179,211],"fusing":[102],"their":[103],"with":[106,117],"ones":[108],"frames.":[112,142],"our":[114,208,214],"framework,":[115],"features":[118],"generated":[120],"faster":[123],"region-CNN,":[124],"and":[125,156,173,197,206],"L2":[127],"loss":[128],"function":[129],"used":[131,203],"establish":[133],"proposal":[134,149],"pairs":[135],"among":[136],"selected":[141],"A":[143],"trained":[145],"ResNet":[146],"then":[147],"keeps":[148],"pairs,":[150],"which":[151],"contain":[152],"same":[154],"content,":[155],"PSPNet":[158],"model":[159],"utilized":[163],"generate":[165],"belonging":[169],"proposals.":[174],"Finally,":[175],"proposals'":[177],"refined":[181],"using":[182],"frames'":[185],"results.":[187],"The":[188],"VOT":[189],"2016":[190],"dataset,":[192,196],"DAVIS":[194],"2017":[195],"SegTrack":[199],"v2":[200],"dataset":[201],"were":[202],"training":[205],"testing":[207],"framework.":[209],"Experimental":[210],"show":[212],"able":[219],"achieve":[221],"higher":[222],"accuracies":[223],"challenge":[227],"compared":[228],"those":[230],"methods.":[236]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
