SG11201809294RA - Systems and methods for sensor data analysis through machine learning - Google Patents

Systems and methods for sensor data analysis through machine learning

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Publication number
SG11201809294RA
SG11201809294RA SG11201809294RA SG11201809294RA SG11201809294RA SG 11201809294R A SG11201809294R A SG 11201809294RA SG 11201809294R A SG11201809294R A SG 11201809294RA SG 11201809294R A SG11201809294R A SG 11201809294RA SG 11201809294R A SG11201809294R A SG 11201809294RA
Authority
SG
Singapore
Prior art keywords
data
international
person
facial
video data
Prior art date
Application number
SG11201809294RA
Inventor
Patrick Faith
Matthew Quinlan
Scott Edington
Original Assignee
OA Labs LLC
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 OA Labs LLC filed Critical OA Labs LLC
Publication of SG11201809294RA publication Critical patent/SG11201809294RA/en

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Classifications

    • 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
    • G06V40/174—Facial expression recognition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201—Market modelling; Market analysis; Collecting market data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/02—Marketing; Price estimation or determination; Fundraising
    • G06Q30/0241—Advertisements
    • G06Q30/0251—Targeted advertisements
    • G06Q30/0269—Targeted advertisements based on user profile or attribute
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/01—Social networking
    • 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
    • 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
    • G06V40/174—Facial expression recognition
    • G06V40/176—Dynamic expression
    • 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
    • G06V40/20—Movements or behaviour, e.g. gesture recognition
    • G06V40/23—Recognition of whole body movements, e.g. for sport training
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/40—Scenes; Scene-specific elements in video content
    • 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
    • G06V40/18—Eye characteristics, e.g. of the iris

Abstract

INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY (PCT) CORRECTED VERSION (19) World Intellectual Property Organization International Bureau (43) International Publication Date 26 October 2017 (26.10.2017) WIPO I PCT 1111111111111011101010111101011110III1111101 110 1111110IIII111110BE lII (10) International Publication Number WO 2017/184724 A8 (51) International Patent Classification: G06Q 10/00 (2012.01) G06Q 30/00 (2012.01) (21) International Application Number: PCT/US2017/028354 (22) International Filing Date: 19 April 2017 (19.04.2017) (25) Filing Language: English (26) Publication Language: English (30) Priority Data: 15/134,362 20 April 2016 (20.04.2016) US (71) Applicant: OA LABS LLC [US/US]; 855 Folsom St., Unit 15, San Francisco, CA 94107 (US). (72) Inventors: FAITH, Patrick; 2810 Jones Gate Ct., Pleasan- ton, CA 94566 (US). QUINLAN, Matthew; 494 Del Ami- go Rd., Danville, CA 94526 (US). EDINGTON, Scott; 4500 S. Four Mile Run Dr. #115, Arlington, VA 22204 (US). (74) Agent: CHAPMAN, Ernest, F. et al.; Finnegan, Hender- son, Farabow Garrett & Dunner, LLP, 901 New York Av- enue, N.W., Washington, DC 20001-4413 (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, 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)) (48) Date of publication of this corrected version: 31 May 2018 (31.05.2018) (15) Information about Correction: see Notice of 31 May 2018 (31.05.2018) (54) Title: SYSTEMS AND METHODS FOR SENSOR DATA ANALYSIS THROUGH MACHINE LEARNING 7 1. (57) : Sensor data analysis may include obtaining video data, detecting facial data within the video data, extracting the facial N data from the video data, detecting indicator data within the video data, extracting the indicator data from the video data, transforming IN the extracted facial data into representative facial data, and determining a mood of the person by associating learned mood indicators 71' of derived from other detected facial data with the representative facial data. The analysis may include determining that the representative facial data is associated with a complex profile, and determining a context regarding the person within the environment by weighting j r:-. and processing the determined mood, at least one subset of data representing information about the person of the complex profile, and the indicator data. The analysis may include determining a user experience for the person, and communicating the determined user © experience to a device associated with the person. C
SG11201809294RA 2016-04-20 2017-04-19 Systems and methods for sensor data analysis through machine learning SG11201809294RA (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US15/134,362 US9818126B1 (en) 2016-04-20 2016-04-20 Systems and methods for sensor data analysis through machine learning
PCT/US2017/028354 WO2017184724A1 (en) 2016-04-20 2017-04-19 Systems and methods for sensor data analysis through machine learning

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SG11201809294RA true SG11201809294RA (en) 2018-11-29

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US (4) US9818126B1 (en)
EP (1) EP3446263A4 (en)
AU (1) AU2017252625B2 (en)
GB (1) GB2565465A (en)
SG (2) SG10202006881UA (en)
WO (1) WO2017184724A1 (en)

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Publication number Publication date
US20170308909A1 (en) 2017-10-26
US20220245655A1 (en) 2022-08-04
GB201817869D0 (en) 2018-12-19
WO2017184724A1 (en) 2017-10-26
SG10202006881UA (en) 2020-08-28
WO2017184724A8 (en) 2018-05-31
US20180082314A1 (en) 2018-03-22
US11341515B2 (en) 2022-05-24
EP3446263A4 (en) 2020-07-29
EP3446263A1 (en) 2019-02-27
AU2017252625B2 (en) 2022-10-06
US9818126B1 (en) 2017-11-14
US10395262B2 (en) 2019-08-27
GB2565465A (en) 2019-02-13
AU2017252625A1 (en) 2018-11-15
US20190385177A1 (en) 2019-12-19

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