Demo: A Multi-Perspective Video Streaming System with Privacy Preservation in Trauma Room

More and more hospitals are now deploying mul-tiple cameras in trauma room for a multi-perspective remote observation. but video surveillance system can cause privacy breach by showing and storing sensitive information of patients and staff. We use OpenPose which is a state-of-the-art human body ske...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:2022 IEEE/ACM 7th Symposium on Edge Computing (SEC) s. 310 - 312
Hlavní autoři: Ren, Zhengyong, Yang, Yuxin, Ghazinour, Kambiz, Bayramzadeh, Sara, Guan, Qiang
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.12.2022
Témata:
Cameras
Estimation
Head
Hospitals
Image recognition
Streaming media
Video surveillance
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Abstract More and more hospitals are now deploying mul-tiple cameras in trauma room for a multi-perspective remote observation. but video surveillance system can cause privacy breach by showing and storing sensitive information of patients and staff. We use OpenPose which is a state-of-the-art human body skeletons estimation framework to extract 18 human key skeleton points. For privacy preservation, we can apply the image obfuscation techniques to human heads, we also can use human skeleton to replace the human body in the truth background. we proposed a head detection method based on the 5 key points of each head output from OpenPose. We applied the st-gcn algorithm to recognize human actions, we propose a interactive algorithm for multiple cameras to recognize and trace the same person in different cameras, Based on multi-view action recognition for the same person, we can take action recognition accuracy to a high level. Our experiment results prove that our proposed technique has a high performance in privacy protection applications. Now we focus on the interactive algorithm for multiple cameras.
AbstractList More and more hospitals are now deploying mul-tiple cameras in trauma room for a multi-perspective remote observation. but video surveillance system can cause privacy breach by showing and storing sensitive information of patients and staff. We use OpenPose which is a state-of-the-art human body skeletons estimation framework to extract 18 human key skeleton points. For privacy preservation, we can apply the image obfuscation techniques to human heads, we also can use human skeleton to replace the human body in the truth background. we proposed a head detection method based on the 5 key points of each head output from OpenPose. We applied the st-gcn algorithm to recognize human actions, we propose a interactive algorithm for multiple cameras to recognize and trace the same person in different cameras, Based on multi-view action recognition for the same person, we can take action recognition accuracy to a high level. Our experiment results prove that our proposed technique has a high performance in privacy protection applications. Now we focus on the interactive algorithm for multiple cameras.
Author Bayramzadeh, Sara
Guan, Qiang
Ren, Zhengyong
Yang, Yuxin
Ghazinour, Kambiz
Author_xml – sequence: 1
  givenname: Zhengyong
  surname: Ren
  fullname: Ren, Zhengyong
  email: zren2@kent.edu
  organization: Kent State University,Department of Computer Science
– sequence: 2
  givenname: Yuxin
  surname: Yang
  fullname: Yang, Yuxin
  email: yyang45@kent.edu
  organization: Kent State University,Department of Computer Science
– sequence: 3
  givenname: Kambiz
  surname: Ghazinour
  fullname: Ghazinour, Kambiz
  email: ghazinourk@canton.edu
  organization: School of Science, Health and Criminal Justice, State University of New York at Canton
– sequence: 4
  givenname: Sara
  surname: Bayramzadeh
  fullname: Bayramzadeh, Sara
  email: sbayramz@kent.edu
  organization: College of Architecture and Environmental Design, Kent State University
– sequence: 5
  givenname: Qiang
  surname: Guan
  fullname: Guan, Qiang
  email: qguan@kent.edu
  organization: Kent State University,Department of Computer Science
BookMark eNotzMtKw0AUgOERdKG1T9DNvEDimUsu467EaoWKxVTBVTlJTnSgk5TJNJK3t6Crb_X_N-yy6ztibCEgFgLMXbkqEm0yEUuQMgYALS_Y3GS5SNNE56kQ-TX7fCDX3_Mlfzkdgo225Icj1cGOxD9sQz0vgyd0tvvi5TQEcvzHhm--9XbEejpLA_kRg-07bju-83hyyN_63t2yqxYPA83_nbH3x9WuWEeb16fnYrmJrAQVIlVhC61SMk0y0JCg0a2uALHBRiUyqyRBS6IxtWqyXItai0ZhjkqSkudWzdji72uJaH_01qGf9saYNIVE_QKUNlAk
CODEN IEEPAD
ContentType Conference Proceeding
DBID 6IE
6IL
CBEJK
RIE
RIL
DOI 10.1109/SEC54971.2022.00042
DatabaseName IEEE Electronic Library (IEL) Conference Proceedings
IEEE Xplore POP ALL
IEEE Xplore All Conference Proceedings
IEEE Electronic Library (IEL)
IEEE Proceedings Order Plans (POP All) 1998-Present
DatabaseTitleList
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
EISBN 9781665486118
1665486112
EndPage 312
ExternalDocumentID 9996605
Genre orig-research
GroupedDBID 6IE
6IL
CBEJK
RIE
RIL
ID FETCH-LOGICAL-i203t-3baf0f3326570405a94f4b0aadad3527b2e0fe1d9c3d7841c41d3a8a32e32baf3
IEDL.DBID RIE
ISICitedReferencesCount 0
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000918607200035&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
IngestDate Thu Jan 18 11:13:31 EST 2024
IsPeerReviewed false
IsScholarly false
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-i203t-3baf0f3326570405a94f4b0aadad3527b2e0fe1d9c3d7841c41d3a8a32e32baf3
PageCount 3
ParticipantIDs ieee_primary_9996605
PublicationCentury 2000
PublicationDate 2022-Dec.
PublicationDateYYYYMMDD 2022-12-01
PublicationDate_xml – month: 12
  year: 2022
  text: 2022-Dec.
PublicationDecade 2020
PublicationTitle 2022 IEEE/ACM 7th Symposium on Edge Computing (SEC)
PublicationTitleAbbrev SEC
PublicationYear 2022
Publisher IEEE
Publisher_xml – name: IEEE
Score 1.8146367
Snippet More and more hospitals are now deploying mul-tiple cameras in trauma room for a multi-perspective remote observation. but video surveillance system can cause...
SourceID ieee
SourceType Publisher
StartPage 310
SubjectTerms Cameras
Estimation
Head
Hospitals
Image recognition
Streaming media
Video surveillance
Title Demo: A Multi-Perspective Video Streaming System with Privacy Preservation in Trauma Room
URI https://ieeexplore.ieee.org/document/9996605
WOSCitedRecordID wos000918607200035&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1NSwMxEA21ePCk0orf5ODR2DTZNRtvUls8SCl-lHoqk2QW9tBdqW3Bf2-SrS2CF2_LsrMLE5Z5mTfvhZAr55LEaZQM8gxZYAKZ0aljygFKm6R5Gt0-x09qOMwmEz1qkOuNFgYR4_AZ3oTLyOW7yi5Dq6wTwXkwLN1R6rbWaq2NhLpcd176Pb_ZUWHTJ2oXTvHryJRYMQb7__vWAWlvpXd0tCkqh6SBZYu8P-CsuqP3NMpl2WgrkKTjwmFFA7cMMx9AawdyGtqr_j3FCuwXDWMWP71XWpTU16flDOizx8xt8jbov_Ye2fpMBFYILhdMGsh5Lj3oSpX__1LQSZ4YDuDAeSyljECeY9dpK12gFG3SdRIykAKl8LHyiDTLqsRjQrVJIRCJJvGgCZw2Qjkfwf3TJrNcn5BWSMv0o7a9mK4zcvr37TOyF_JeT3qck-ZivsQLsmtXi-JzfhnX6huS_Jhm
linkProvider IEEE
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1NSwMxEA2lCnpSaUXrVw4ejU3zwW68SW2pWEvRWuqpJJtZ2EN3pbYF_71JtrYIXrwtYWcDCcu8zJv3gtC1tUJYBZzoNAbimUBilLQkshp4ImQqg9vnuB8NBvFkooYVdLPRwgBAaD6DW_8YuHxbJEtfKmsGcO4NS3ekEIyWaq21lVCLquZrp-2OO5E_9rHSh5P9ujQl5Izuwf9mO0T1rfgODzdp5QhVIK-h9weYFXf4HgfBLBluJZJ4nFkosGeX9cwF4NKDHPsCq_tOttLJF_aNFj_VV5zl2GWo5UzjF4ea6-it2xm1e2R9KwLJGOULwo1Oacod7JKR-wOlViIVhmpttXVoKjIMaAotqxJuPamYiJblOtacAWculh-jal7kcIKwMlJ7KtEIB5u0VYZF1kVQ97aJE6pOUc0vy_SjNL6Yrlek8ffwFdrrjZ770_7j4OkM7fs9KPs-zlF1MV_CBdpNVovsc34Z9u0brwibrQ
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=proceeding&rft.title=2022+IEEE%2FACM+7th+Symposium+on+Edge+Computing+%28SEC%29&rft.atitle=Demo%3A+A+Multi-Perspective+Video+Streaming+System+with+Privacy+Preservation+in+Trauma+Room&rft.au=Ren%2C+Zhengyong&rft.au=Yang%2C+Yuxin&rft.au=Ghazinour%2C+Kambiz&rft.au=Bayramzadeh%2C+Sara&rft.date=2022-12-01&rft.pub=IEEE&rft.spage=310&rft.epage=312&rft_id=info:doi/10.1109%2FSEC54971.2022.00042&rft.externalDocID=9996605