{"id":"https://openalex.org/W4400527401","doi":"https://doi.org/10.1109/fg59268.2024.10581871","title":"CribNet: Enhancing Infant Safety in Cribs Through Vision-Based Hazard Detection","display_name":"CribNet: Enhancing Infant Safety in Cribs Through Vision-Based Hazard Detection","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4400527401","doi":"https://doi.org/10.1109/fg59268.2024.10581871"},"language":"en","primary_location":{"id":"doi:10.1109/fg59268.2024.10581871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fg59268.2024.10581871","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)","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/A5011152435","display_name":"Shaotong Zhu","orcid":"https://orcid.org/0009-0000-6964-7222"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shaotong Zhu","raw_affiliation_strings":["Northeastern University,Department of Electrical and Computer Engineering,Boston,MA,USA"],"affiliations":[{"raw_affiliation_string":"Northeastern University,Department of Electrical and Computer Engineering,Boston,MA,USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049586934","display_name":"Amal Mathew","orcid":"https://orcid.org/0000-0001-7991-3934"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amal Mathew","raw_affiliation_strings":["Northeastern University,Department of Electrical and Computer Engineering,Boston,MA,USA"],"affiliations":[{"raw_affiliation_string":"Northeastern University,Department of Electrical and Computer Engineering,Boston,MA,USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040945947","display_name":"Elaheh Hatamimajoumerd","orcid":"https://orcid.org/0000-0002-9617-4595"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elaheh Hatamimajoumerd","raw_affiliation_strings":["Northeastern University,Department of Electrical and Computer Engineering,Boston,MA,USA"],"affiliations":[{"raw_affiliation_string":"Northeastern University,Department of Electrical and Computer Engineering,Boston,MA,USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068381201","display_name":"Michael Wan","orcid":"https://orcid.org/0000-0002-6643-4640"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Wan","raw_affiliation_strings":["Institute for Experiential AI, Northeastern University,Portland,ME,USA"],"affiliations":[{"raw_affiliation_string":"Institute for Experiential AI, Northeastern University,Portland,ME,USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067922184","display_name":"Briana J. Taylor","orcid":"https://orcid.org/0000-0002-9801-3728"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Briana Taylor","raw_affiliation_strings":["Roux Institute, Northeastern University,Portland,ME,USA"],"affiliations":[{"raw_affiliation_string":"Roux Institute, Northeastern University,Portland,ME,USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054293826","display_name":"Rajagopal Venkatesaramani","orcid":"https://orcid.org/0000-0001-9059-0777"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rajagopal Venkatesaramani","raw_affiliation_strings":["Khoury College of Computer Sciences, Northeastern University,Boston,MA,USA"],"affiliations":[{"raw_affiliation_string":"Khoury College of Computer Sciences, Northeastern University,Boston,MA,USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031787107","display_name":"Sarah Ostadabbas","orcid":"https://orcid.org/0000-0002-2216-9988"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sarah Ostadabbas","raw_affiliation_strings":["Northeastern University,Department of Electrical and Computer Engineering,Boston,MA,USA"],"affiliations":[{"raw_affiliation_string":"Northeastern University,Department of Electrical and Computer Engineering,Boston,MA,USA","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5011152435"],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":null,"apc_paid":null,"fwci":1.9803,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86308372,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"08"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13289","display_name":"Infant Health and Development","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/3611","display_name":"Pharmacy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T13289","display_name":"Infant Health and Development","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/3611","display_name":"Pharmacy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.9532999992370605,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9175000190734863,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/hazard","display_name":"Hazard","score":0.6511003375053406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6153634786605835},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40663278102874756},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39384937286376953},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3375728130340576}],"concepts":[{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.6511003375053406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6153634786605835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40663278102874756},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39384937286376953},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3375728130340576},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fg59268.2024.10581871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fg59268.2024.10581871","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.7699999809265137}],"awards":[{"id":"https://openalex.org/G3450724937","display_name":null,"funder_award_id":"NSF-IIS 2143882","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1989484209","https://openalex.org/W2193145675","https://openalex.org/W2734538909","https://openalex.org/W2753114637","https://openalex.org/W2884367402","https://openalex.org/W2912990735","https://openalex.org/W2952122856","https://openalex.org/W2953920695","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963265461","https://openalex.org/W2980658161","https://openalex.org/W2983943451","https://openalex.org/W2993182889","https://openalex.org/W3083925057","https://openalex.org/W3096146925","https://openalex.org/W3106250896","https://openalex.org/W3110534488","https://openalex.org/W3171162369","https://openalex.org/W3194790201","https://openalex.org/W4283278369","https://openalex.org/W4288327876","https://openalex.org/W4310274396","https://openalex.org/W4312245820","https://openalex.org/W4312525359","https://openalex.org/W4312757522","https://openalex.org/W4319300811","https://openalex.org/W4320002812","https://openalex.org/W4385801502","https://openalex.org/W4386076325","https://openalex.org/W4387166912","https://openalex.org/W4387225563","https://openalex.org/W4387388097","https://openalex.org/W4387545167","https://openalex.org/W4387957946","https://openalex.org/W4388302653","https://openalex.org/W4389036295","https://openalex.org/W4390190499","https://openalex.org/W4394842122","https://openalex.org/W4394862580","https://openalex.org/W4400858816","https://openalex.org/W6756554831","https://openalex.org/W6764045775","https://openalex.org/W6846250752","https://openalex.org/W6858537851"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Recent":[0],"advancements":[1],"in":[2,40,121,137,150,162],"object":[3],"detection":[4,31,89,165],"and":[5,21,46,69,116,140,142,154,166,175],"human":[6],"activity":[7],"recognition":[8],"have":[9],"shown":[10],"commendable":[11],"progress,":[12],"albeit":[13],"with":[14,115,130],"a":[15,26,50,103,147],"predominant":[16],"focus":[17],"on":[18],"adult-centric":[19],"applications":[20],"datasets.":[22],"This":[23],"paper":[24],"proposes":[25],"new":[27,148],"vision-based,":[28],"infant-focused":[29],"hazard":[30,88,164],"framework,":[32,80],"CribNet,":[33],"to":[34,37,97],"assess":[35],"threats":[36],"in-crib":[38,163],"safety":[39],"the":[41,54,67,75,79,83,122,127,157],"form":[42],"of":[43,58,71,93,106,119],"blanket":[44],"occlusions":[45],"hazardous":[47],"toys,":[48],"as":[49],"step":[51],"towards":[52],"addressing":[53],"broad,":[55],"critical":[56],"problem":[57],"infant":[59,151,167],"sleep":[60,168],"safety.":[61,152],"CribNet":[62,153],"estimates":[63],"hazards":[64],"by":[65],"considering":[66],"proximity":[68],"characteristics":[70],"detected":[72],"objects":[73],"around":[74],"infants.":[76],"To":[77],"evaluate":[78],"we":[81],"created":[82],"first":[84],"publicly":[85,179],"available":[86,180],"crib":[87],"(CribHD)":[90],"dataset,":[91],"consisting":[92],"1,620":[94],"images":[95,101],"specific":[96],"infant-centric":[98],"environments.":[99],"These":[100],"present":[102],"wide":[104],"range":[105],"real-world":[107],"challenges,":[108],"including":[109],"clutter,":[110],"occlusion,":[111],"varied":[112],"lighting":[113],"conditions,":[114],"without":[117],"presence":[118],"infants":[120],"images.":[123],"We":[124],"show":[125],"that":[126],"framework":[128],"performs":[129],"over":[131],"80%":[132],"mean":[133],"average":[134],"precision":[135],"(mAP)":[136],"segmenting":[138],"toys":[139],"blankets":[141],"accurately":[143],"assessing":[144],"hazards,":[145],"marking":[146],"advancement":[149],"CribHD":[155],"lay":[156],"foundation":[158],"for":[159],"future":[160],"developments":[161],"safety<sup":[169],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[170,172],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup><sup":[171],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>The":[173],"code":[174],"our":[176],"data":[177],"are":[178],"at":[181],"https://github.com/ostadabbas/CribNet.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
