SG11201805830TA - Congestion-state-monitoring system - Google Patents

Congestion-state-monitoring system

Info

Publication number
SG11201805830TA
SG11201805830TA SG11201805830TA SG11201805830TA SG11201805830TA SG 11201805830T A SG11201805830T A SG 11201805830TA SG 11201805830T A SG11201805830T A SG 11201805830TA SG 11201805830T A SG11201805830T A SG 11201805830TA SG 11201805830T A SG11201805830T A SG 11201805830TA
Authority
SG
Singapore
Prior art keywords
crowd
people
congestion
congestion state
camera video
Prior art date
Application number
SG11201805830TA
Inventor
Junichi Togashi
Atsushi Sassa
Takashi Yoshida
Yohei Akimoto
Kazunari Iwanaga
Tomomi Takada
Original Assignee
Hitachi Int Electric Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Hitachi Int Electric Inc filed Critical Hitachi Int Electric Inc
Publication of SG11201805830TA publication Critical patent/SG11201805830TA/en

Links

Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00—Television systems
    • H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/20—Scenes; Scene-specific elements in augmented reality scenes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • G06V20/53—Recognition of crowd images, e.g. recognition of crowd congestion
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/161—Detection; Localisation; Normalisation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/161—Detection; Localisation; Normalisation
    • G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/172—Classification, e.g. identification
    • G06V40/173—Classification, e.g. identification face re-identification, e.g. recognising unknown faces across different face tracks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/48—Extraction of image or video features by mapping characteristic values of the pattern into a parameter space, e.g. Hough transformation

Landscapes

  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Human Computer Interaction (AREA)
  • Signal Processing (AREA)
  • Image Analysis (AREA)
  • Closed-Circuit Television Systems (AREA)

Abstract

A25 The present invention provides a system for visualizing the congestion degree of an entire facility using a monitoring camera. The system detects a crowd from a monitoring camera video and derives the magnitude (number of people) of the crowd from the edge amount thereof, and thereby estimates a congestion state in a range of camera video. The system also calculates a human flow (amount of movement of people) on the basis of a number of passing people counter and the magnitude and movement speed of the crowd, etc., and estimates the number of people in an area other than the range of camera video on the basis of a modeled crowd behavior pattern. The model is constructed by selecting a distribution function and a parameter thereof by a statistical model selection technique such as a Bayesian Information Criteria (BIC). The congestion state is plotted on a map, allowing the congestion state of an area of interest to be grasped at once.
SG11201805830TA 2016-01-12 2016-01-12 Congestion-state-monitoring system SG11201805830TA (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2016/050610 WO2017122258A1 (en) 2016-01-12 2016-01-12 Congestion-state-monitoring system

Publications (1)

Publication Number Publication Date
SG11201805830TA true SG11201805830TA (en) 2018-08-30

Family

ID=59310906

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201805830TA SG11201805830TA (en) 2016-01-12 2016-01-12 Congestion-state-monitoring system

Country Status (4)

Country Link
US (1) US10346688B2 (en)
JP (1) JP6474919B2 (en)
SG (1) SG11201805830TA (en)
WO (1) WO2017122258A1 (en)

Families Citing this family (50)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6835065B2 (en) 2016-03-18 2021-02-24 日本電気株式会社 Information processing equipment, control methods, and programs
CN108460864B (en) * 2017-02-22 2022-09-02 开利公司 People flow estimation system and fault processing method for same
JP6918523B2 (en) * 2017-03-06 2021-08-11 キヤノン株式会社 A program that causes a computer to execute an information processing system, an information processing device, an information processing method, and an information processing method.
CN109508586B (en) * 2017-09-15 2021-10-29 杭州海康威视数字技术股份有限公司 Passenger flow statistical method, device and equipment
US10186124B1 (en) 2017-10-26 2019-01-22 Scott Charles Mullins Behavioral intrusion detection system
CN108460325B (en) * 2018-01-10 2021-07-20 西安理工大学 Double-path fusion crowd counting method based on ELM
JP6744882B2 (en) * 2018-02-26 2020-08-19 株式会社日立製作所 Action pattern search system and action pattern search method
JP7200493B2 (en) * 2018-03-29 2023-01-10 京セラドキュメントソリューションズ株式会社 Monitoring system
KR102526113B1 (en) * 2018-05-31 2023-04-26 삼성에스디에스 주식회사 Apparatus and method for visualizing congestion degree
EP3813061A4 (en) * 2018-06-21 2021-06-23 NEC Corporation Attribute identifying device, attribute identifying method, and program storage medium
KR102049428B1 (en) * 2018-07-02 2019-11-27 차의과학대학교 산학협력단 System and method for analysing multi-channel signal based on time series
JP7229698B2 (en) * 2018-08-20 2023-02-28 キヤノン株式会社 Information processing device, information processing method and program
US11157931B2 (en) * 2018-08-21 2021-10-26 International Business Machines Corporation Predicting the crowdedness of a location
CN110005974B (en) * 2018-10-29 2021-01-26 中画高新技术产业发展(重庆)有限公司 Controllable surface-mounted lamp based on human body density analysis
JP6511204B1 (en) * 2018-10-31 2019-05-15 ニューラルポケット株式会社 INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING DEVICE, SERVER DEVICE, PROGRAM, OR METHOD
JP2020115607A (en) * 2019-01-17 2020-07-30 日本電気株式会社 Image processing device, image processing method, and program
JP7156082B2 (en) * 2019-02-20 2022-10-19 日本電信電話株式会社 Service placement selection method and service placement selection program
JP2020131552A (en) * 2019-02-20 2020-08-31 株式会社東芝 Production method of carrier and semiconductor device
JP7234691B2 (en) * 2019-02-27 2023-03-08 日本電信電話株式会社 LEARNING DEVICE, ESTIMATION DEVICE, LEARNING METHOD, ESTIMATION METHOD AND PROGRAM
CN109951866B (en) * 2019-03-18 2022-05-17 南昌航空大学 People flow monitoring method based on hidden Markov model
JP7418966B2 (en) * 2019-04-02 2024-01-22 キヤノン株式会社 Image processing device, image processing method and program
KR20210153089A (en) 2019-04-10 2021-12-16 스캇 찰스 멀린스 monitoring system
CN110751023B (en) * 2019-09-05 2023-04-28 杭州视鑫科技有限公司 Series pedestrian detection method for video stream
JP7443002B2 (en) * 2019-09-13 2024-03-05 キヤノン株式会社 Image analysis device, image analysis method, and program
CN110855937A (en) * 2019-09-25 2020-02-28 上海鑫湘机电设备工程有限公司 Error control method of subway station hall people counting system
WO2021070256A1 (en) * 2019-10-08 2021-04-15 三菱電機株式会社 Crowding assessment device and elevator operation control system
KR102187831B1 (en) * 2019-10-29 2020-12-07 곽찬우 Control method, device and program of congestion judgment system using cctv
JP6867612B1 (en) * 2019-12-19 2021-04-28 日本電気株式会社 Counting system, counting method, program
CN111178294A (en) * 2019-12-31 2020-05-19 北京市商汤科技开发有限公司 State recognition method, device, equipment and storage medium
WO2021156907A1 (en) * 2020-02-03 2021-08-12 日本電気株式会社 Flow rate information output device, control method, and program
CN111242096B (en) * 2020-02-26 2023-04-18 贵州安防工程技术研究中心有限公司 People number gradient-based people group distinguishing method
DE102020203640A1 (en) 2020-03-20 2021-09-23 Geze Gmbh Door or door system and method for operating such
CN111428653B (en) * 2020-03-27 2024-02-02 湘潭大学 Pedestrian congestion state judging method, device, server and storage medium
JP2022020352A (en) * 2020-07-20 2022-02-01 キヤノン株式会社 Information processing device, information processing method, and program
CN111862142A (en) * 2020-07-23 2020-10-30 软通智慧科技有限公司 Motion trajectory generation method, device, equipment and medium
EP4220548A4 (en) * 2020-09-23 2024-02-28 Jvckenwood Corp Image processing device and image processing program
JP7121781B2 (en) * 2020-09-28 2022-08-18 ソフトバンク株式会社 Information processing method, program and information processing device
JP7265672B2 (en) * 2020-09-28 2023-04-26 ソフトバンク株式会社 Information processing method, program and information processing device
WO2022070299A1 (en) * 2020-09-30 2022-04-07 日本電信電話株式会社 Data analysis system, server device, data analysis method, and data analysis program
CN114900669A (en) * 2020-10-30 2022-08-12 深圳市商汤科技有限公司 Scene monitoring method and device, electronic equipment and storage medium
WO2022097277A1 (en) * 2020-11-06 2022-05-12 日本電気株式会社 Server device, method for controlling server device, and storage medium
JP7355769B2 (en) * 2021-01-19 2023-10-03 トヨタ自動車株式会社 Information processing device, information processing method, and program
CN112911000A (en) * 2021-02-01 2021-06-04 南京信息工程大学 Regional college pedestrian flow monitoring system and method based on WIFI probe
CN113159128B (en) * 2021-03-24 2023-03-31 西北大学 Method for judging traffic accidents based on classification algorithm for rapidly extracting shapelets
WO2022259541A1 (en) * 2021-06-11 2022-12-15 日本電気株式会社 Monitoring system, video quality setting method, crowd behavior analysis server, and computer-readable non-transitory recording medium for storing crowd behavior analysis program
CN113283387B (en) * 2021-06-23 2022-11-11 华东交通大学 Group abnormal behavior detection method and device
CN113240676B (en) * 2021-07-13 2021-10-15 深圳奥雅设计股份有限公司 Intelligent regulation and control method and system of intelligent street lamp based on big data
WO2023037552A1 (en) * 2021-09-13 2023-03-16 日本電気株式会社 Monitoring support device, system, and method, and computer-readable medium
JP7287430B2 (en) * 2021-09-27 2023-06-06 日本電気株式会社 Fish detection device, fish detection method and program
KR102584708B1 (en) * 2022-12-13 2023-10-05 주식회사 인텔리빅스 System and Method for Crowd Risk Management by Supporting Under and Over Crowded Environments

Family Cites Families (33)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20020168084A1 (en) 2001-05-14 2002-11-14 Koninklijke Philips Electronics N.V. Method and apparatus for assisting visitors in navigating retail and exhibition-like events using image-based crowd analysis
JP4239621B2 (en) * 2003-03-11 2009-03-18 株式会社明電舎 Congestion survey device
JP2005215909A (en) 2004-01-29 2005-08-11 Hitachi Ltd Town traffic state investigation system using moving picture processing technique
JP4512482B2 (en) 2004-12-10 2010-07-28 株式会社日立製作所 Location management system and location management device
JP2007243342A (en) * 2006-03-06 2007-09-20 Yokogawa Electric Corp Image-monitoring apparatus and image-monitoring system
US20090217315A1 (en) * 2008-02-26 2009-08-27 Cognovision Solutions Inc. Method and system for audience measurement and targeting media
US20170188199A1 (en) * 2007-08-30 2017-06-29 Wirelesswerx International, Inc. Flow control in a defined location
JP4624396B2 (en) * 2007-10-26 2011-02-02 パナソニック株式会社 Situation judging device, situation judging method, situation judging program, abnormality judging device, abnormality judging method and abnormality judging program
WO2009054119A1 (en) 2007-10-26 2009-04-30 Panasonic Corporation Situation judging device, situation judging method, situation judging program, abnormality judging device, abnormality judging method, abnormality judging program, and congestion estimating device
US8310542B2 (en) 2007-11-28 2012-11-13 Fuji Xerox Co., Ltd. Segmenting time based on the geographic distribution of activity in sensor data
JP2010033195A (en) 2008-07-25 2010-02-12 Panasonic Electric Works Co Ltd People counter and equipment control system using the same
JP5248236B2 (en) 2008-08-08 2013-07-31 パナソニック株式会社 Image processing apparatus and image processing method
JP5070376B2 (en) * 2009-06-01 2012-11-14 中央電子株式会社 Congestion state detection apparatus, method, and program
JP5459674B2 (en) * 2010-09-13 2014-04-02 株式会社東芝 Moving object tracking system and moving object tracking method
KR101434768B1 (en) 2010-02-19 2014-08-27 가부시끼가이샤 도시바 Moving object tracking system and moving object tracking method
JP5520203B2 (en) 2010-12-01 2014-06-11 株式会社日立製作所 Congestion degree estimation device
JP5776255B2 (en) 2011-03-25 2015-09-09 ソニー株式会社 Terminal device, object identification method, program, and object identification system
WO2013066601A1 (en) * 2011-10-17 2013-05-10 Kimmel Zebadiah M Method and apparatus for monitoring individuals while protecting their privacy
WO2013057904A1 (en) * 2011-10-19 2013-04-25 パナソニック株式会社 Thronging determination device and thronging determination method
JP5856456B2 (en) 2011-12-02 2016-02-09 株式会社日立製作所 Human flow prediction apparatus and method
EP2803003A1 (en) 2012-01-13 2014-11-19 Google, Inc. Place heat geometries
JP2014106879A (en) 2012-11-29 2014-06-09 Railway Technical Research Institute Human distribution status estimation system
JP6013241B2 (en) 2013-03-18 2016-10-25 株式会社東芝 Person recognition apparatus and method
GB2527697B (en) 2013-03-26 2019-07-10 Hitachi Int Electric Inc People counting device and people counting method
JP6088381B2 (en) 2013-08-02 2017-03-01 株式会社日立国際電気 Object search system
JP5613815B1 (en) 2013-10-29 2014-10-29 パナソニック株式会社 Residence status analysis apparatus, residence status analysis system, and residence status analysis method
JP6270433B2 (en) 2013-11-26 2018-01-31 キヤノン株式会社 Information processing apparatus, information processing method, and information processing system
JP6170574B2 (en) 2014-02-10 2017-07-26 株式会社日立国際電気 Crowd monitoring system and crowd monitoring method
JP5597781B1 (en) 2014-03-26 2014-10-01 パナソニック株式会社 Residence status analysis apparatus, residence status analysis system, and residence status analysis method
US9426428B2 (en) * 2014-04-10 2016-08-23 Smartvue Corporation Systems and methods for automated cloud-based analytics and 3-dimensional (3D) display for surveillance systems in retail stores
WO2016002408A1 (en) 2014-06-30 2016-01-07 日本電気株式会社 Image processing device, surveillance system, image processing method, and program
JP6741009B2 (en) * 2015-09-01 2020-08-19 日本電気株式会社 Monitoring information generation device, shooting direction estimation device, monitoring information generation method, shooting direction estimation method, and program
US20170193309A1 (en) * 2016-01-06 2017-07-06 Panasonic Intellectual Property Management Co., Ltd. Moving information analyzing system and moving information analyzing method

Also Published As

Publication number Publication date
JP6474919B2 (en) 2019-02-27
JPWO2017122258A1 (en) 2018-11-22
US10346688B2 (en) 2019-07-09
US20190012547A1 (en) 2019-01-10
WO2017122258A1 (en) 2017-07-20

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