{"id":"https://openalex.org/W2606592784","doi":"https://doi.org/10.1016/b978-0-12-809276-7.00011-4","title":"Learning to Predict Human Behavior in Crowded Scenes","display_name":"Learning to Predict Human Behavior in Crowded Scenes","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2606592784","doi":"https://doi.org/10.1016/b978-0-12-809276-7.00011-4","mag":"2606592784"},"language":"en","primary_location":{"id":"doi:10.1016/b978-0-12-809276-7.00011-4","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-12-809276-7.00011-4","pdf_url":null,"source":{"id":"https://openalex.org/S4306463230","display_name":"Elsevier eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Group and Crowd Behavior for Computer Vision","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/230257","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068504559","display_name":"Alexandre Alahi","orcid":"https://orcid.org/0000-0002-5004-1498"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Alexandre Alahi","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076888060","display_name":"Vignesh Ramanathan","orcid":"https://orcid.org/0000-0002-0119-4420"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vignesh Ramanathan","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075751396","display_name":"Kratarth Goel","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kratarth Goel","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055600161","display_name":"Alexandre Robicquet","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexandre Robicquet","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102990724","display_name":"Amir Sadeghian","orcid":"https://orcid.org/0000-0001-9911-075X"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amir A. Sadeghian","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100450462","display_name":"Li Fei-Fei","orcid":"https://orcid.org/0000-0002-7481-0810"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Fei-Fei","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042646536","display_name":"Silvio Savarese","orcid":null},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Silvio Savarese","raw_affiliation_strings":["Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5068504559"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":21.754,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.99728507,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"183","last_page":"207"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9987000226974487,"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/T10370","display_name":"Traffic and Road Safety","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7492477893829346},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.664953887462616},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.6606884598731995},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6097822189331055},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5678860545158386},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5016295909881592},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4967346787452698},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.4802601635456085},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4645155966281891},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.41110095381736755},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3928098678588867},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12016597390174866}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7492477893829346},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.664953887462616},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.6606884598731995},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6097822189331055},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5678860545158386},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5016295909881592},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4967346787452698},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.4802601635456085},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4645155966281891},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.41110095381736755},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3928098678588867},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12016597390174866},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/b978-0-12-809276-7.00011-4","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-12-809276-7.00011-4","pdf_url":null,"source":{"id":"https://openalex.org/S4306463230","display_name":"Elsevier eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Group and Crowd Behavior for Computer Vision","raw_type":"book-chapter"},{"id":"pmh:oai:infoscience.epfl.ch:230257","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/230257","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:infoscience.tind.io:230257","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/139759","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"book part or chapter"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:230257","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/230257","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":131,"referenced_works":["https://openalex.org/W46519926","https://openalex.org/W66452226","https://openalex.org/W100367037","https://openalex.org/W115278172","https://openalex.org/W158321290","https://openalex.org/W259727857","https://openalex.org/W421036450","https://openalex.org/W1492613343","https://openalex.org/W1518259947","https://openalex.org/W1568514080","https://openalex.org/W1571268436","https://openalex.org/W1586532344","https://openalex.org/W1599058448","https://openalex.org/W1664573881","https://openalex.org/W1711926650","https://openalex.org/W1810943226","https://openalex.org/W1850742715","https://openalex.org/W1912797782","https://openalex.org/W1922838137","https://openalex.org/W1924770834","https://openalex.org/W1967777429","https://openalex.org/W1968466370","https://openalex.org/W1970206276","https://openalex.org/W1972696612","https://openalex.org/W1976857135","https://openalex.org/W1982185844","https://openalex.org/W1987228002","https://openalex.org/W1997715798","https://openalex.org/W2020209171","https://openalex.org/W2024479254","https://openalex.org/W2040395913","https://openalex.org/W2047286693","https://openalex.org/W2056120433","https://openalex.org/W2064675550","https://openalex.org/W2070999216","https://openalex.org/W2071005201","https://openalex.org/W2074995863","https://openalex.org/W2079291076","https://openalex.org/W2082585576","https://openalex.org/W2089584121","https://openalex.org/W2090229683","https://openalex.org/W2092272787","https://openalex.org/W2093655440","https://openalex.org/W2099320314","https://openalex.org/W2101415982","https://openalex.org/W2101821104","https://openalex.org/W2102113734","https://openalex.org/W2118527252","https://openalex.org/W2122469558","https://openalex.org/W2124592697","https://openalex.org/W2124609748","https://openalex.org/W2128534087","https://openalex.org/W2133235827","https://openalex.org/W2133564696","https://openalex.org/W2134944993","https://openalex.org/W2142125366","https://openalex.org/W2146183743","https://openalex.org/W2147615062","https://openalex.org/W2150704630","https://openalex.org/W2152175008","https://openalex.org/W2154642173","https://openalex.org/W2158839502","https://openalex.org/W2161686298","https://openalex.org/W2164489414","https://openalex.org/W2165609887","https://openalex.org/W2167052694","https://openalex.org/W2221625691","https://openalex.org/W2249612659","https://openalex.org/W2293527364","https://openalex.org/W2528951757","https://openalex.org/W2532516272","https://openalex.org/W2798257756","https://openalex.org/W2911273949","https://openalex.org/W2950067852","https://openalex.org/W2950178297","https://openalex.org/W2951183276","https://openalex.org/W2951188428","https://openalex.org/W2951277909","https://openalex.org/W2951912364","https://openalex.org/W2952429010","https://openalex.org/W2952453038","https://openalex.org/W2953111739","https://openalex.org/W2953276893","https://openalex.org/W2953362004","https://openalex.org/W3177525997","https://openalex.org/W3215452923","https://openalex.org/W4234552385","https://openalex.org/W4242442505","https://openalex.org/W4245551996","https://openalex.org/W4249142012","https://openalex.org/W4255520207","https://openalex.org/W4301045096","https://openalex.org/W4308947196","https://openalex.org/W6602727420","https://openalex.org/W6604004975","https://openalex.org/W6609649614","https://openalex.org/W6630771225","https://openalex.org/W6634116786","https://openalex.org/W6637476619","https://openalex.org/W6637868692","https://openalex.org/W6639871176","https://openalex.org/W6640066530","https://openalex.org/W6642285110","https://openalex.org/W6642315896","https://openalex.org/W6644570432","https://openalex.org/W6645873477","https://openalex.org/W6649691331","https://openalex.org/W6660725563","https://openalex.org/W6662382723","https://openalex.org/W6664722101","https://openalex.org/W6668004740","https://openalex.org/W6668406863","https://openalex.org/W6671081527","https://openalex.org/W6673194194","https://openalex.org/W6674904848","https://openalex.org/W6674955169","https://openalex.org/W6675365184","https://openalex.org/W6675453286","https://openalex.org/W6676647902","https://openalex.org/W6677708650","https://openalex.org/W6678185843","https://openalex.org/W6679945829","https://openalex.org/W6681310799","https://openalex.org/W6681495561","https://openalex.org/W6681524755","https://openalex.org/W6683296865","https://openalex.org/W6684373561","https://openalex.org/W6684494922","https://openalex.org/W6688738324","https://openalex.org/W6728740164","https://openalex.org/W6740017579"],"related_works":["https://openalex.org/W4225394202","https://openalex.org/W4298287631","https://openalex.org/W2953061907","https://openalex.org/W3032952384","https://openalex.org/W3034302643","https://openalex.org/W1847088711","https://openalex.org/W3036642985","https://openalex.org/W2964335273","https://openalex.org/W1889624880","https://openalex.org/W2134215012"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-29T08:15:47.926485","created_date":"2025-10-10T00:00:00"}
