{"id":"https://openalex.org/W2090047635","doi":"https://doi.org/10.1109/icnc.2012.6234596","title":"Human instance segmentation from video using locally competing 1SVMs with shape prior","display_name":"Human instance segmentation from video using locally competing 1SVMs with shape prior","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2090047635","doi":"https://doi.org/10.1109/icnc.2012.6234596","mag":"2090047635"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2012.6234596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2012.6234596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 8th International Conference on Natural Computation","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/A5062706653","display_name":"Bo Xiao","orcid":"https://orcid.org/0000-0003-0798-8018"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bo Xiao","raw_affiliation_strings":["Research Institute of Computer Science and Technology, Ningbo University, Ningbo, China","Research Institute of Computer Science and Technology, Ningbo University, China 315211"],"affiliations":[{"raw_affiliation_string":"Research Institute of Computer Science and Technology, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]},{"raw_affiliation_string":"Research Institute of Computer Science and Technology, Ningbo University, China 315211","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013717269","display_name":"Lijun Guo","orcid":"https://orcid.org/0000-0002-6133-9564"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijun Guo","raw_affiliation_strings":["Research Institute of Computer Science and Technology, Ningbo University, Ningbo, China","Research Institute of Computer Science and Technology, Ningbo University, China 315211"],"affiliations":[{"raw_affiliation_string":"Research Institute of Computer Science and Technology, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]},{"raw_affiliation_string":"Research Institute of Computer Science and Technology, Ningbo University, China 315211","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100746477","display_name":"Yuanyuan Zhang","orcid":"https://orcid.org/0000-0003-3935-3201"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Zhang","raw_affiliation_strings":["Research Institute of Computer Science and Technology, Ningbo University, Ningbo, China","Research Institute of Computer Science and Technology, Ningbo University, China 315211"],"affiliations":[{"raw_affiliation_string":"Research Institute of Computer Science and Technology, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]},{"raw_affiliation_string":"Research Institute of Computer Science and Technology, Ningbo University, China 315211","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101618645","display_name":"Rong Zhang","orcid":"https://orcid.org/0000-0001-8019-245X"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Zhang","raw_affiliation_strings":["Research Institute of Computer Science and Technology, Ningbo University, Ningbo, China","Research Institute of Computer Science and Technology, Ningbo University, China 315211"],"affiliations":[{"raw_affiliation_string":"Research Institute of Computer Science and Technology, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]},{"raw_affiliation_string":"Research Institute of Computer Science and Technology, Ningbo University, China 315211","institution_ids":["https://openalex.org/I109935558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5062706653"],"corresponding_institution_ids":["https://openalex.org/I109935558"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15387422,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"242","last_page":"245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","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/T10331","display_name":"Video Surveillance and Tracking Methods","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/T10812","display_name":"Human Pose and Action Recognition","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/T10531","display_name":"Advanced Vision and Imaging","score":0.9994000196456909,"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/segmentation","display_name":"Segmentation","score":0.8550720810890198},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.8053957223892212},{"id":"https://openalex.org/keywords/minimum-bounding-box","display_name":"Minimum bounding box","score":0.8045966625213623},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7336865067481995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7249904274940491},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6514267325401306},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5986390113830566},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.5869749188423157},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.4945189654827118},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.4328845143318176},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39906951785087585},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.23034831881523132}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8550720810890198},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.8053957223892212},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.8045966625213623},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7336865067481995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7249904274940491},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6514267325401306},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5986390113830566},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.5869749188423157},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.4945189654827118},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.4328845143318176},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39906951785087585},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.23034831881523132},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2012.6234596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2012.6234596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 8th International Conference on Natural Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1965190654","https://openalex.org/W2010399676","https://openalex.org/W2124351162","https://openalex.org/W2126854506","https://openalex.org/W2132882064","https://openalex.org/W2143516773","https://openalex.org/W2161969291","https://openalex.org/W2166943865","https://openalex.org/W2186092238","https://openalex.org/W2914976302","https://openalex.org/W4285719527","https://openalex.org/W6679772661","https://openalex.org/W6684620238","https://openalex.org/W6759892742"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2185902295","https://openalex.org/W2945274617","https://openalex.org/W2103507220","https://openalex.org/W2055202857","https://openalex.org/W2371519352","https://openalex.org/W4205800335","https://openalex.org/W2386644571","https://openalex.org/W2372421320","https://openalex.org/W2551987074"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,42,44,57,75],"propose":[4],"a":[5,35,46,77],"method":[6,82],"for":[7],"human":[8,50,54,72],"segmentation":[9,37,69],"in":[10,30],"videos,":[11],"extending":[12],"the":[13,31,53,63,68],"recent":[14],"locally":[15],"competing":[16],"1SVM":[17],"model.":[18,32],"There":[19],"are":[20],"only":[21],"local":[22],"color":[23],"distributions":[24],"to":[25],"be":[26],"made":[27],"use":[28],"of":[29],"To":[33],"generate":[34],"consistent":[36],"from":[38,83],"complex":[39],"environments,":[40],"first,":[41],"assume":[43],"obtain":[45],"bounding":[47,64],"box":[48],"around":[49],"by":[51],"using":[52],"detector.":[55],"Then":[56],"incorporate":[58],"shape":[59],"prior":[60],"information":[61],"inside":[62],"box,":[65],"which":[66],"biases":[67],"towards":[70],"typical":[71],"shapes.":[73],"Finally,":[74],"show":[76],"substantial":[78],"improvement":[79],"over":[80],"C-1SVM":[81],"our":[84],"experiment.":[85]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
