SG11201811187VA - Baby detection for electronic-gate environments - Google Patents

Baby detection for electronic-gate environments

Info

Publication number
SG11201811187VA
SG11201811187VA SG11201811187VA SG11201811187VA SG11201811187VA SG 11201811187V A SG11201811187V A SG 11201811187VA SG 11201811187V A SG11201811187V A SG 11201811187VA SG 11201811187V A SG11201811187V A SG 11201811187VA SG 11201811187V A SG11201811187V A SG 11201811187VA
Authority
SG
Singapore
Prior art keywords
baby
international
hong kong
baby detection
electronic
Prior art date
Application number
SG11201811187VA
Inventor
Manmohan Chandraker
Wongun Choi
Eric Lau
Elsa Wong
Guobin Chen
Original Assignee
Nec Lab America Inc
Nec Hong Kong Ltd
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 Nec Lab America Inc, Nec Hong Kong Ltd filed Critical Nec Lab America Inc
Publication of SG11201811187VA publication Critical patent/SG11201811187VA/en

Links

Classifications

    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02—Alarms for ensuring the safety of persons
    • G08B21/0202—Child monitoring systems using a transmitter-receiver system carried by the parent and the child
    • G08B21/0205—Specific application combined with child monitoring using a transmitter-receiver system
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
    • G06F16/5838—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content using colour
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/58—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/583—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content
    • G06F16/5854—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using metadata automatically derived from the content using shape and object relationship
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • 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
    • 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
    • G06V40/12—Fingerprints or palmprints
    • G06V40/1347—Preprocessing; Feature extraction
    • 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
    • G06V40/40—Spoof detection, e.g. liveness detection
    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02—Alarms for ensuring the safety of persons
    • G08B21/0202—Child monitoring systems using a transmitter-receiver system carried by the parent and the child
    • G08B21/0205—Specific application combined with child monitoring using a transmitter-receiver system
    • G08B21/0208—Combination with audio or video communication, e.g. combination with "baby phone" function
    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02—Alarms for ensuring the safety of persons
    • G08B21/0202—Child monitoring systems using a transmitter-receiver system carried by the parent and the child
    • G08B21/0222—Message structure or message content, e.g. message protocol
    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/02—Alarms for ensuring the safety of persons
    • G08B21/04—Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons
    • G08B21/0438—Sensor means for detecting
    • G08B21/0461—Sensor means for detecting integrated or attached to an item closely associated with the person but not worn by the person, e.g. chair, walking stick, bed sensor
    • G—PHYSICS
    • G08—SIGNALLING
    • G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/18—Status alarms
    • G08B21/24—Reminder alarms, e.g. anti-loss alarms

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Child & Adolescent Psychology (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Emergency Management (AREA)
  • Business, Economics & Management (AREA)
  • Library & Information Science (AREA)
  • Multimedia (AREA)
  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Databases & Information Systems (AREA)
  • Mathematical Physics (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Human Computer Interaction (AREA)
  • Medical Informatics (AREA)
  • Gerontology & Geriatric Medicine (AREA)
  • Image Analysis (AREA)
  • Closed-Circuit Television Systems (AREA)
  • Alarm Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

1 O N O co O C (12) INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY (PCT) (19) World Intellectual Property Organization International Bureau (43) International Publication Date 22 February 2018 (22.02.2018) WIP0 I PCT movia °nolo oui olo Ho mo Ho lio iflo oimIE (10) International Publication Number WO 2018/034740 Al (51) International Patent Classification: GOOK 9 / 2 0 (2006.01) GOON 3/08 (2006.01) (21) International Application Number: PCT/US2017/040680 (22) International Filing Date: 05 July 2017 (05.07.2017) (25) Filing Language: English (26) Publication Language: English (30) Priority Data: 62/374,981 15 August 2016 (15.08.2016) US 15/637,433 29 June 2017 (29.06.2017) US 15/637,360 29 June 2017 (29.06.2017) US 15/637,533 29 June 2017 (29.06.2017) US (71) Applicants: NEC LABORATORIES AMERICA, INC. [US/US]; 4 Independence Way, Suite 200, Princeton, New Jersey 08540 (US). NEC HONG KONG LIMITED [ /CN]; 25th Floor, The Metropolis Tower, 10 Metropolis Drive, Hunghom, Kowloon, Hong Kong (CN). (72) Inventors: CHANDRAKER, Manmohan; 444 Sarato- ga Avenue, Santa Clara, California 95050 (US). CHOI, Wongun; 16 Willow Street, Lexington, Massachusetts 02421 (US). LAU, Eric; NEC Hong Kong Limited, 25th Floor The Metroplis Tower, 10 Metropolis Drive, Hunghom Kowloon, Hong Kong (CN). WONG, Elsa; NEC Hong Kong Limited, 25th Floor The Metroplis Tower, 10 Metrop- olis Drive, Hunghom Kowloon, Hong Kong (CN). CHEN, Guobin; 1543 Burrell Court, San Jose, California 95126 (US). (54) Title: BABY DETECTION FOR ELECTRONIC-GATE ENVIRONMENTS 100 --. 44 FIG. 1 (57) : A baby detection system and a mass transit surveillance system are provided. The baby detection system includes a camera (110) configured to capture an input image of a subject purported to be a baby and presented at an electronic-gate system. The baby detection system further includes a memory (122) storing a deep learning model configured to perform a baby detection task for an electronic-gate application corresponding to the electronic-gate system. The baby detection system also includes a processor (121) configured to apply the deep learning model to the input image to provide a baby detection result of either a presence or an absence of an actual baby in relation to the subject purported to be the baby. The baby detection task is configured to evaluate one or more different distractor modalities corresponding to one or more different physical spoofmg materials to prevent baby spoofmg for the baby detection task. [Continued on next page] WO 2018/034740 Al MIDIOMMIDIDEIREEHMEOHOEHOEMEMON (74) Agent: KOLODKA, Joseph; NEC Laboratories America, Inc., 4 Independence Way, Suite 200, Princeton, New Jersey 08540 (US). (81) Designated States (unless otherwise indicated, for every kind of national protection available): AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JO, JP, KE, KG, KH, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW. (84) Designated States (unless otherwise indicated, for every kind of regional protection available): ARIPO (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW), Eurasian (AM, AZ, BY, KG, KZ, RU, TJ, TM), European (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR), OAPI (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG). Published: — with international search report (Art. 21(3))
SG11201811187VA 2016-08-15 2017-07-05 Baby detection for electronic-gate environments SG11201811187VA (en)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201662374981P 2016-08-15 2016-08-15
US15/637,360 US9905104B1 (en) 2016-08-15 2017-06-29 Baby detection for electronic-gate environments
US15/637,533 US10290197B2 (en) 2016-08-15 2017-06-29 Mass transit surveillance camera system
US15/637,433 US10290196B2 (en) 2016-08-15 2017-06-29 Smuggling detection system
PCT/US2017/040680 WO2018034740A1 (en) 2016-08-15 2017-07-05 Baby detection for electronic-gate environments

Publications (1)

Publication Number Publication Date
SG11201811187VA true SG11201811187VA (en) 2019-01-30

Family

ID=61159073

Family Applications (1)

Application Number Title Priority Date Filing Date
SG11201811187VA SG11201811187VA (en) 2016-08-15 2017-07-05 Baby detection for electronic-gate environments

Country Status (5)

Country Link
US (3) US10290197B2 (en)
JP (1) JP2019532387A (en)
DE (1) DE112017004095T5 (en)
SG (1) SG11201811187VA (en)
WO (1) WO2018034740A1 (en)

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Also Published As

Publication number Publication date
US20180046646A1 (en) 2018-02-15
US10290197B2 (en) 2019-05-14
US20180046645A1 (en) 2018-02-15
US10290196B2 (en) 2019-05-14
US20180047272A1 (en) 2018-02-15
DE112017004095T5 (en) 2019-05-02
WO2018034740A1 (en) 2018-02-22
JP2019532387A (en) 2019-11-07
US9905104B1 (en) 2018-02-27

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