JP2020503604A - 外観検索のシステムおよび方法 - Google Patents

外観検索のシステムおよび方法 Download PDF

Info

Publication number
JP2020503604A
JP2020503604A JP2019529970A JP2019529970A JP2020503604A JP 2020503604 A JP2020503604 A JP 2020503604A JP 2019529970 A JP2019529970 A JP 2019529970A JP 2019529970 A JP2019529970 A JP 2019529970A JP 2020503604 A JP2020503604 A JP 2020503604A
Authority
JP
Japan
Prior art keywords
image
video
learning machine
computer
signature
Prior art date
Legal status (The legal status 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 status listed.)
Withdrawn
Application number
JP2019529970A
Other languages
English (en)
Japanese (ja)
Other versions
JP2020503604A5 (enExample
Inventor
リチャード バット
リチャード バット
アレクサンダー チャウ
アレクサンダー チャウ
ムッサ ドゥンブヤ
ムッサ ドゥンブヤ
レビ グローズマン
レビ グローズマン
ルー ホー
ルー ホー
アレクセイ リプチン
アレクセイ リプチン
ショーン ピー マーラット
ショーン ピー マーラット
シュリマナナンス サダナンド
シュリマナナンス サダナンド
ミトゥル サハ
ミトゥル サハ
マヘシュ サパリシ
マヘシュ サパリシ
ヤンヤン フー
ヤンヤン フー
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Avigilon Corp
Original Assignee
Avigilon Corp
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
Family has litigation
First worldwide family litigation filed litigation Critical https://patents.darts-ip.com/?family=62243913&utm_source=google_patent&utm_medium=platform_link&utm_campaign=public_patent_search&patent=JP2020503604(A) "Global patent litigation dataset” by Darts-ip is licensed under a Creative Commons Attribution 4.0 International License.
Application filed by Avigilon Corp filed Critical Avigilon Corp
Publication of JP2020503604A publication Critical patent/JP2020503604A/ja
Publication of JP2020503604A5 publication Critical patent/JP2020503604A5/ja
Priority to JP2021171909A priority Critical patent/JP7317919B2/ja
Priority to JP2023117547A priority patent/JP7901564B2/ja
Withdrawn legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/22—Matching criteria, e.g. proximity measures
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
    • H04N21/44—Processing of video elementary streams, e.g. splicing a video clip retrieved from local storage with an incoming video stream or rendering scenes according to encoded video stream scene graphs
    • H04N21/44008—Processing of video elementary streams, e.g. splicing a video clip retrieved from local storage with an incoming video stream or rendering scenes according to encoded video stream scene graphs involving operations for analysing video streams, e.g. detecting features or characteristics in the video stream
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; 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
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/70—Determining position or orientation of objects or cameras
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/10—Image acquisition
    • G06V10/12—Details of acquisition arrangements; Constructional details thereof
    • G06V10/14—Optical characteristics of the device performing the acquisition or on the illumination arrangements
    • G06V10/143—Sensing or illuminating at different wavelengths
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/25—Determination of region of interest [ROI] or a volume of interest [VOI]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/26—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V10/46—Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
    • G06V10/462—Salient features, e.g. scale invariant feature transforms [SIFT]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V10/56—Extraction of image or video features relating to colour
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/75—Organisation of the matching processes, e.g. simultaneous or sequential comparisons of image or video features; Coarse-fine approaches, e.g. multi-scale approaches; using context analysis; Selection of dictionaries
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/94—Hardware or software architectures specially adapted for image or video understanding
    • G06V10/955—Hardware or software architectures specially adapted for image or video understanding using specific electronic processors
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/40—Scenes; Scene-specific elements in video content
    • G06V20/44—Event detection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/40—Scenes; Scene-specific elements in video content
    • G06V20/46—Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/19—Recognition using electronic means
    • G06V30/192—Recognition using electronic means using simultaneous comparisons or correlations of the image signals with a plurality of references
    • G06V30/194—References adjustable by an adaptive method, e.g. learning
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/41—Structure of client; Structure of client peripherals
    • H04N21/422—Input-only peripherals, i.e. input devices connected to specially adapted client devices, e.g. global positioning system [GPS]
    • H04N21/4223—Cameras
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
    • H04N21/44—Processing of video elementary streams, e.g. splicing a video clip retrieved from local storage with an incoming video stream or rendering scenes according to encoded video stream scene graphs
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
    • H04N21/466—Learning process for intelligent management, e.g. learning user preferences for recommending movies
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
    • H04N21/466—Learning process for intelligent management, e.g. learning user preferences for recommending movies
    • H04N21/4662—Learning process for intelligent management, e.g. learning user preferences for recommending movies characterized by learning algorithms
    • H04N21/4666—Learning process for intelligent management, e.g. learning user preferences for recommending movies characterized by learning algorithms using neural networks, e.g. processing the feedback provided by the user

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Signal Processing (AREA)
  • Mathematical Physics (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Medical Informatics (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Image Analysis (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Closed-Circuit Television Systems (AREA)
  • Two-Way Televisions, Distribution Of Moving Picture Or The Like (AREA)
JP2019529970A 2016-12-05 2017-12-05 外観検索のシステムおよび方法 Withdrawn JP2020503604A (ja)

Priority Applications (2)

Application Number Priority Date Filing Date Title
JP2021171909A JP7317919B2 (ja) 2016-12-05 2021-10-20 外観検索のシステムおよび方法
JP2023117547A JP7901564B2 (ja) 2016-12-05 2023-07-19 外観検索のシステムおよび方法

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201662430292P 2016-12-05 2016-12-05
US62/430,292 2016-12-05
US201762527894P 2017-06-30 2017-06-30
US62/527,894 2017-06-30
PCT/CA2017/051469 WO2018102919A1 (en) 2016-12-05 2017-12-05 System and method for appearance search

Related Child Applications (1)

Application Number Title Priority Date Filing Date
JP2021171909A Division JP7317919B2 (ja) 2016-12-05 2021-10-20 外観検索のシステムおよび方法

Publications (2)

Publication Number Publication Date
JP2020503604A true JP2020503604A (ja) 2020-01-30
JP2020503604A5 JP2020503604A5 (enExample) 2021-01-21

Family

ID=62243913

Family Applications (3)

Application Number Title Priority Date Filing Date
JP2019529970A Withdrawn JP2020503604A (ja) 2016-12-05 2017-12-05 外観検索のシステムおよび方法
JP2021171909A Active JP7317919B2 (ja) 2016-12-05 2021-10-20 外観検索のシステムおよび方法
JP2023117547A Active JP7901564B2 (ja) 2016-12-05 2023-07-19 外観検索のシステムおよび方法

Family Applications After (2)

Application Number Title Priority Date Filing Date
JP2021171909A Active JP7317919B2 (ja) 2016-12-05 2021-10-20 外観検索のシステムおよび方法
JP2023117547A Active JP7901564B2 (ja) 2016-12-05 2023-07-19 外観検索のシステムおよび方法

Country Status (10)

Country Link
US (2) US10726312B2 (enExample)
EP (1) EP3549063A4 (enExample)
JP (3) JP2020503604A (enExample)
KR (1) KR102560308B1 (enExample)
CN (2) CN110235138B (enExample)
AU (2) AU2017372905B2 (enExample)
CA (2) CA3000127C (enExample)
IL (1) IL267115B (enExample)
MX (1) MX2019006588A (enExample)
WO (1) WO2018102919A1 (enExample)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2021165984A (ja) * 2020-04-08 2021-10-14 日本電気通信システム株式会社 推定装置、学習装置、推定方法及びプログラム
JP2022064808A (ja) * 2020-10-14 2022-04-26 財團法人工業技術研究院 画像認識方法および画像認識システム

Families Citing this family (117)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2018033156A1 (zh) * 2016-08-19 2018-02-22 北京市商汤科技开发有限公司 视频图像的处理方法、装置和电子设备
US10318827B2 (en) * 2016-12-19 2019-06-11 Waymo Llc Object detection neural networks
US10229322B2 (en) * 2017-04-06 2019-03-12 Ants Technology (Hk) Limited Apparatus, methods and computer products for video analytics
CN110869938A (zh) * 2017-04-14 2020-03-06 皇家飞利浦有限公司 人员识别系统和方法
CN108172291B (zh) * 2017-05-04 2020-01-07 深圳硅基智能科技有限公司 基于眼底图像的糖尿病视网膜病变识别系统
AU2018324122B2 (en) * 2017-09-01 2021-09-09 Percipient.ai Inc. Identification of individuals in a digital file using media analysis techniques
US11284062B2 (en) 2017-09-05 2022-03-22 Texas Instruments Incorporated Automotive display validation
CN107679466B (zh) * 2017-09-21 2021-06-15 百度在线网络技术（北京）有限公司 信息输出方法和装置
WO2019068141A1 (en) * 2017-10-02 2019-04-11 Sensen Networks Group Pty Ltd AUTOMATIC LEARNING GUIDED OBJECT DETECTION SYSTEM AND METHOD
US11017550B2 (en) 2017-11-15 2021-05-25 Uatc, Llc End-to-end tracking of objects
US11475351B2 (en) * 2017-11-15 2022-10-18 Uatc, Llc Systems and methods for object detection, tracking, and motion prediction
US11455801B2 (en) 2017-12-05 2022-09-27 Avigilon Corporation Generating signatures within a network that includes a plurality of computing devices of varying processing capabilities
US10417501B2 (en) * 2017-12-06 2019-09-17 International Business Machines Corporation Object recognition in video
CN108399381B (zh) * 2018-02-12 2020-10-30 北京市商汤科技开发有限公司 行人再识别方法、装置、电子设备和存储介质
US11100350B2 (en) 2018-02-19 2021-08-24 Avigilon Corporation Method and system for object classification using visible and invisible light images
US20210034837A1 (en) * 2018-02-27 2021-02-04 Homo Mimicus Co., Ltd Remote control system and method to support separate operation of an animal, and animal wearable multi-use module platform system
US12175345B2 (en) 2018-03-06 2024-12-24 Tazi AI Systems, Inc. Online machine learning system that continuously learns from data and human input
JP6760318B2 (ja) * 2018-03-14 2020-09-23 オムロン株式会社 顔画像識別システム、識別器生成装置、識別装置、画像識別システム、及び識別システム
KR102932801B1 (ko) 2018-03-23 2026-02-27 모토로라 솔루션즈, 인크. 관심 대상에 대한 이미지 검색을 촉진하기 위해 사용자와 상호 작용하는 방법 및 시스템
US20190304102A1 (en) * 2018-03-30 2019-10-03 Qualcomm Incorporated Memory efficient blob based object classification in video analytics
US10776672B2 (en) 2018-04-25 2020-09-15 Avigilon Corporation Sensor fusion for monitoring an object-of-interest in a region
US11157524B2 (en) * 2018-05-18 2021-10-26 At&T Intellectual Property I, L.P. Automated learning of anomalies in media streams with external feed labels
US10635944B2 (en) * 2018-06-15 2020-04-28 Google Llc Self-supervised robotic object interaction
WO2019245359A1 (en) 2018-06-21 2019-12-26 N.V. Nutricia Method and system for characterizing stool patterns of young infants
AU2019303730B2 (en) * 2018-07-17 2022-01-20 Motorola Solutions, Inc. Hash-based appearance search
CN112534423B (zh) 2018-07-31 2025-04-18 马维尔亚洲私人有限公司 存储边缘处的元数据生成
WO2020028352A1 (en) * 2018-07-31 2020-02-06 Washington University Methods and systems for segmenting organs in images using a cnn-based correction network
US11055854B2 (en) * 2018-08-23 2021-07-06 Seoul National University R&Db Foundation Method and system for real-time target tracking based on deep learning
BR102018067756A8 (pt) * 2018-09-04 2022-12-06 Univ Estadual Campinas Unicamp Sistema de gerenciamento e método de identificação de animais
US10643667B2 (en) * 2018-09-11 2020-05-05 Avigilon Corporation Bounding box doubling as redaction boundary
WO2020061236A1 (en) * 2018-09-18 2020-03-26 Focal Systems, Inc. Product onboarding machine
US11423648B2 (en) * 2018-09-27 2022-08-23 Ncr Corporation Item recognition processing over time
GB2611949B (en) * 2018-10-01 2023-08-09 Digital Barriers Services Ltd Video surveillance and object recognition
GB2577689B (en) * 2018-10-01 2023-03-22 Digital Barriers Services Ltd Video surveillance and object recognition
US11443165B2 (en) * 2018-10-18 2022-09-13 Deepnorth Inc. Foreground attentive feature learning for person re-identification
US10504027B1 (en) * 2018-10-26 2019-12-10 StradVision, Inc. CNN-based learning method, learning device for selecting useful training data and test method, test device using the same
US11055874B2 (en) * 2018-10-30 2021-07-06 Ncr Corporation Image processing for tracking actions of individuals
WO2020099424A1 (en) 2018-11-15 2020-05-22 Global Life Sciences Solutions Usa Llc Method and system for monitoring a set-up for manufacture of a biopharmaceutical product
TWI686748B (zh) * 2018-12-07 2020-03-01 國立交通大學 人流分析系統及人流分析方法
US12536792B2 (en) * 2018-12-18 2026-01-27 Adeia Guides Inc. Systems and methods for automated tracking on a handheld device using a remote camera
CA3104641A1 (en) * 2018-12-18 2020-06-25 Rovi Guides, Inc. Systems and methods for automated tracking using a client device
US10769915B2 (en) * 2018-12-31 2020-09-08 TCL Research America Inc. Privacy preserving camera
JP7136234B2 (ja) * 2019-01-17 2022-09-13 日本電気株式会社 情報処理装置、制御方法、及びプログラム
JP7151795B2 (ja) * 2019-01-31 2022-10-12 日本電気株式会社 データストリーム割り当て方法、システムおよびプログラム
KR102246408B1 (ko) 2019-02-14 2021-05-18 엔에이치엔 주식회사 딥러닝 기반 유사상품 제공방법
KR102391817B1 (ko) * 2019-02-18 2022-04-29 주식회사 아이도트 딥 러닝 시스템
US10915786B2 (en) * 2019-02-28 2021-02-09 Sap Se Object detection and candidate filtering system
WO2020176872A1 (en) 2019-02-28 2020-09-03 Stats Llc System and method for generating player tracking data from broadcast video
US11893791B2 (en) * 2019-03-11 2024-02-06 Microsoft Technology Licensing, Llc Pre-processing image frames based on camera statistics
US11514587B2 (en) 2019-03-13 2022-11-29 Microsoft Technology Licensing, Llc Selectively identifying data based on motion data from a digital video to provide as input to an image processing model
US20200342291A1 (en) * 2019-04-23 2020-10-29 Apical Limited Neural network processing
US11195172B2 (en) 2019-07-24 2021-12-07 Capital One Services, Llc Training a neural network model for recognizing handwritten signatures based on different cursive fonts and transformations
US11586682B2 (en) 2019-07-30 2023-02-21 Motorola Solutions, Inc. Method and system for enhancing a VMS by intelligently employing access control information therein
US12067462B2 (en) * 2019-08-15 2024-08-20 Yahoo Assets Llc Model training framework
US11831947B2 (en) 2019-10-15 2023-11-28 Motorola Solutions, Inc. Video analytics conflict detection and mitigation
CN112714349B (zh) * 2019-10-24 2023-06-27 阿里巴巴集团控股有限公司 数据处理方法、商品展示方法和视频播放方法
US11450150B2 (en) 2019-10-28 2022-09-20 Microsoft Technology Licensing, Llc Signature verification
US11238314B2 (en) * 2019-11-15 2022-02-01 Salesforce.Com, Inc. Image augmentation and object detection
US11216666B2 (en) * 2019-12-11 2022-01-04 Fujifilm Business Innovation Corp. Understanding normality of an environment using semantic information from images
FR3104774B1 (fr) * 2019-12-11 2022-01-07 Bull Sas Procédé de suivi d’un élément, dispositif électronique et produit programme d’ordinateur associés
US20210200826A1 (en) * 2019-12-26 2021-07-01 Motorola Solutions, Inc. Appearance search for incident response
US11687778B2 (en) 2020-01-06 2023-06-27 The Research Foundation For The State University Of New York Fakecatcher: detection of synthetic portrait videos using biological signals
CN111353585B (zh) * 2020-02-25 2024-09-06 南京羽丰视讯科技有限公司 神经网络模型的结构搜索方法和装置
KR102462733B1 (ko) * 2020-03-03 2022-11-04 한국과학기술연구원 샴 네트워크를 활용하는 강인한 다중 객체 검출 장치 및 방법
CN111754303A (zh) 2020-06-24 2020-10-09 北京字节跳动网络技术有限公司 虚拟换服饰的方法和装置、设备和介质
CN111782633B (zh) * 2020-06-29 2024-04-30 北京百度网讯科技有限公司 数据处理方法、装置及电子设备
US11443510B2 (en) 2020-08-03 2022-09-13 Motorola Solutions, Inc. Method, system and computer program product that provides virtual assistance in facilitating visual comparison
CN114079820B (zh) * 2020-08-19 2024-11-01 安霸国际有限合伙企业 在摄像机设备上借助于神经网络输入的以感兴趣的事件/对象为中心的间隔拍摄视频生成
KR102253989B1 (ko) * 2020-08-19 2021-05-20 이노뎁 주식회사 딥러닝 객체 검출기를 이용한 cctv 영상의 객체 추적 방법
KR102375509B1 (ko) * 2020-09-07 2022-03-17 주식회사 한글과컴퓨터 복수의 포맷 변환 서버들에 문서의 포맷 변환을 위한 작업 할당을 수행하는 문서 파일의 포맷 변환 작업 할당 장치 및 그 동작 방법
US11468915B2 (en) * 2020-10-01 2022-10-11 Nvidia Corporation Automatic video montage generation
CN114710970B (zh) * 2020-10-29 2026-02-06 深圳引望智能技术有限公司 用于定位设备的装置和方法
CN112040325B (zh) * 2020-11-02 2021-01-29 成都睿沿科技有限公司 一种视频播放方法、装置、电子设备及存储介质
CN112330711B (zh) * 2020-11-26 2023-12-05 北京奇艺世纪科技有限公司 模型生成方法、信息提取方法、装置及电子设备
US11509832B2 (en) 2020-12-01 2022-11-22 Western Digital Technologies, Inc. Low light surveillance system with dual video streams
US12039014B2 (en) * 2020-12-01 2024-07-16 Motorola Solutions, Inc. Obtaining potential match results for a reference image across a plurality of system sites
EP4264475A4 (en) 2020-12-15 2024-11-13 Leonardo US Cyber And Security Solutions, LLC ELECTRONIC SIGNATURE TRACKING SYSTEMS AND METHODS
US12073615B2 (en) * 2020-12-16 2024-08-27 Here Global B.V. Method, apparatus, and computer program product for identifying objects of interest within an image captured by a relocatable image capture device
US11900662B2 (en) 2020-12-16 2024-02-13 Here Global B.V. Method, apparatus, and computer program product for training a signature encoding module and a query processing module to identify objects of interest within an image utilizing digital signatures
US11587253B2 (en) 2020-12-23 2023-02-21 Here Global B.V. Method, apparatus, and computer program product for displaying virtual graphical data based on digital signatures
US11829192B2 (en) 2020-12-23 2023-11-28 Here Global B.V. Method, apparatus, and computer program product for change detection based on digital signatures
US11830103B2 (en) 2020-12-23 2023-11-28 Here Global B.V. Method, apparatus, and computer program product for training a signature encoding module and a query processing module using augmented data
EP4268473A4 (en) * 2020-12-28 2024-05-22 Samsung Electronics Co., Ltd. SYSTEM AND METHOD FOR AUTOMATIC VIDEO RECONSTRUCTION WITH DYNAMIC POINT OF INTEREST
CN112581544B (zh) * 2020-12-30 2022-04-19 易思维（杭州）科技有限公司 基于参数优化的无公共视场相机标定方法
CN114764877A (zh) * 2020-12-31 2022-07-19 氪见(南京)科技有限公司 信息处理方法、装置、设备、移动机器人及存储介质
CN112818808B (zh) * 2021-01-27 2024-01-19 南京大学 一种结合两个向量嵌入空间的高精度步态识别方法
US11496671B2 (en) 2021-02-19 2022-11-08 Western Digital Technologies, Inc. Surveillance video streams with embedded object data
IL305407A (en) * 2021-02-22 2023-10-01 Briefcam Ltd Method and system for visual analysis and assessment of customer interaction at a scene
MX2023010504A (es) 2021-03-10 2023-09-20 Selex Es Inc Sistemas y metodos para captura de informacion de vehiculos utilizando luz blanca.
US20220405974A1 (en) * 2021-06-18 2022-12-22 Acronis International Gmbh Systems and methods for color-based outfit classification
CN113255582A (zh) * 2021-06-21 2021-08-13 中国银行股份有限公司 基于深度神经网络及区块链的笔迹鉴定方法及装置
US12536683B2 (en) * 2021-06-29 2026-01-27 7-Eleven, Inc. System and method for confirming the identity of an item based on item height
US12501002B2 (en) * 2021-08-31 2025-12-16 Micron Technology, Inc. Distributed camera system
MX2024002944A (es) 2021-09-09 2024-07-15 Leonardo Us Cyber And Security Solutions Llc Sistemas y metodos para seguimiento y analisis de firmas electronicas.
WO2023039072A2 (en) * 2021-09-09 2023-03-16 Selex Es Inc. Systems and methods for electronic surveillance
EP4148581B1 (en) * 2021-09-10 2023-08-30 Axis AB Verification of updated analytical procedures in monitoring systems
US11829446B2 (en) * 2021-11-09 2023-11-28 Ebay Inc. Image and video instance association for an e-commerce applications
MX2024005952A (es) 2021-11-18 2024-07-01 Leonardo Us Cyber And Security Solutions Llc Sistemas y metodos para rastrear aeronaves.
EP4187505B1 (en) * 2021-11-26 2024-11-20 Cattle Eye Ltd A method and system for the identification of animals
US11991295B2 (en) 2021-12-07 2024-05-21 Here Global B.V. Method, apparatus, and computer program product for identifying an object of interest within an image from a digital signature generated by a signature encoding module including a hypernetwork
US12347315B2 (en) 2022-01-24 2025-07-01 Leonardo Us Cyber And Security Solutions Llc Systems and methods for parking management
KR102816817B1 (ko) * 2022-01-27 2025-06-04 국립창원대학교 산학협력단 영상 처리 방법 및 이를 수행하기 위한 컴퓨팅 장치
US12014447B2 (en) 2022-02-17 2024-06-18 Revieve Oy Method and system for dynamic cropping of full body pose images
WO2023163900A1 (en) 2022-02-25 2023-08-31 Selex Es Inc. Systems and methods for electronic surveillance
TWI813297B (zh) * 2022-05-20 2023-08-21 瑞昱半導體股份有限公司 移動物體偵測方法與電路系統
CN115086700B (zh) * 2022-06-15 2024-10-11 北京有竹居网络技术有限公司 推送处理方法、装置、设备及介质
US12333791B2 (en) * 2022-08-18 2025-06-17 Microsoft Technology Licensing, Llc Determining media documents embedded in other media documents
CN120091944A (zh) * 2022-10-24 2025-06-03 软银集团股份有限公司 信息处理装置、车辆、信息处理方法以及信息处理程序
US12443654B2 (en) * 2023-01-12 2025-10-14 Motorola Solutions, Inc. Searchable video with binary vectors
CN116280809B (zh) * 2023-02-07 2025-08-01 苏州立构机器人有限公司 一种基于深度相机和视觉算法的档案盒存放定位方法
EP4425913A1 (en) * 2023-03-01 2024-09-04 Axis AB Transmission of a collage of detected objects in a video
US12620252B2 (en) 2023-03-07 2026-05-05 EchoMark, Inc. Information source detection using unique watermarks
KR102703340B1 (ko) * 2023-04-28 2024-09-05 소니드로보틱스 주식회사 단일 복합 센서를 활용한 경계구역 지능형 자동 탐지 시스템
US12288400B2 (en) * 2023-09-20 2025-04-29 Motorola Solutions, Inc. Method and system for carrying out iterative appearance searching
US12664784B2 (en) * 2023-10-16 2026-06-23 Motorola Solutions, Inc. System and method for reconfiguring a second camera based on a first camera
EP4575990B1 (en) * 2023-12-19 2025-10-29 Axis AB Method and device for anonymizing reidentification data in a visual tracking system
KR102726611B1 (ko) * 2024-01-08 2024-11-06 주식회사 토탈시스 이동성 객체 추적 시스템

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2001005967A (ja) * 1999-06-21 2001-01-12 Matsushita Electric Ind Co Ltd 画像送信装置及びニューラルネットワーク
JP2010073112A (ja) * 2008-09-22 2010-04-02 Omron Corp 顔照合システム
US20100124271A1 (en) * 2008-11-18 2010-05-20 Andrew Martz Method, system and apparatus for image capture, analysis and transmission
US20100157065A1 (en) * 2008-12-22 2010-06-24 Kunio Yata Autofocus system
US20140333775A1 (en) * 2013-05-10 2014-11-13 Robert Bosch Gmbh System And Method For Object And Event Identification Using Multiple Cameras
JP2015002553A (ja) * 2013-06-18 2015-01-05 キヤノン株式会社 情報処理システムおよびその制御方法

Family Cites Families (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7627171B2 (en) 2003-07-03 2009-12-01 Videoiq, Inc. Methods and systems for detecting objects of interest in spatio-temporal signals
US7809722B2 (en) * 2005-05-09 2010-10-05 Like.Com System and method for enabling search and retrieval from image files based on recognized information
CA2674311C (en) * 2007-02-08 2015-12-29 Behavioral Recognition Systems, Inc. Behavioral recognition system
US8170280B2 (en) * 2007-12-03 2012-05-01 Digital Smiths, Inc. Integrated systems and methods for video-based object modeling, recognition, and tracking
GB2492247B (en) 2008-03-03 2013-04-10 Videoiq Inc Dynamic object classification
JP5136504B2 (ja) * 2009-04-02 2013-02-06 トヨタ自動車株式会社 物体識別装置
US8886206B2 (en) 2009-05-01 2014-11-11 Digimarc Corporation Methods and systems for content processing
US20130128050A1 (en) * 2011-11-22 2013-05-23 Farzin Aghdasi Geographic map based control
US9210385B2 (en) * 2012-11-20 2015-12-08 Pelco, Inc. Method and system for metadata extraction from master-slave cameras tracking system
AU2014237346B2 (en) * 2013-03-15 2020-02-27 Hologic, Inc. System and method for reviewing and analyzing cytological specimens
EP2994883B1 (en) * 2013-05-06 2018-12-12 Hercules LLC Device and method for analysis of coating additive performance
WO2014197331A1 (en) * 2013-06-04 2014-12-11 Hrl Laboratories, Llc A system for detecting an object of interest in a scene
AU2013242830B2 (en) * 2013-10-10 2016-11-24 Canon Kabushiki Kaisha A method for improving tracking in crowded situations using rival compensation
US9646131B2 (en) * 2014-06-27 2017-05-09 Oracle International Corporation Intelligent image processing for enterprise applications
AU2014240213B2 (en) 2014-09-30 2016-12-08 Canon Kabushiki Kaisha System and Method for object re-identification
JP6151677B2 (ja) * 2014-10-16 2017-06-21 セコム株式会社 物体検出装置
CN105488478B (zh) * 2015-12-02 2020-04-07 深圳市商汤科技有限公司 一种人脸识别系统和方法
CN105678338B (zh) * 2016-01-13 2020-04-14 华南农业大学 基于局部特征学习的目标跟踪方法

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2001005967A (ja) * 1999-06-21 2001-01-12 Matsushita Electric Ind Co Ltd 画像送信装置及びニューラルネットワーク
JP2010073112A (ja) * 2008-09-22 2010-04-02 Omron Corp 顔照合システム
US20100124271A1 (en) * 2008-11-18 2010-05-20 Andrew Martz Method, system and apparatus for image capture, analysis and transmission
US20100157065A1 (en) * 2008-12-22 2010-06-24 Kunio Yata Autofocus system
US20140333775A1 (en) * 2013-05-10 2014-11-13 Robert Bosch Gmbh System And Method For Object And Event Identification Using Multiple Cameras
JP2015002553A (ja) * 2013-06-18 2015-01-05 キヤノン株式会社 情報処理システムおよびその制御方法

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
中村 優吾 外4名: "ローカル環境での効果的な動画像解析を実現する分散処理システムの提案", 情報処理学会研究報告 VOL. 2016-MBL-79 NO. 32, vol. Vol. 2016-MBL-79 No. 32, JPN6021013662, 19 May 2016 (2016-05-19), JP, pages 1 - 7, ISSN: 0004487160 *
白井良明，三浦純: "複雑背景における人の追跡", 情報処理学会論文誌 VOL 43 NO. SIG4(CVIM 4) コンピュータビジョンとイメージメディア, vol. Vol 43 No. SIG4(CVIM 4), JPN6021013664, 15 June 2002 (2002-06-15), JP, pages 33 - 42, ISSN: 0004487161 *

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2021165984A (ja) * 2020-04-08 2021-10-14 日本電気通信システム株式会社 推定装置、学習装置、推定方法及びプログラム
JP7525220B2 (ja) 2020-04-08 2024-07-30 日本電気通信システム株式会社 推定装置、学習装置、推定方法及びプログラム
JP2022064808A (ja) * 2020-10-14 2022-04-26 財團法人工業技術研究院 画像認識方法および画像認識システム
US11507776B2 (en) 2020-10-14 2022-11-22 Industrial Technology Research Institute Image recognition method for detection tasks based on single convolutional neural network and image recognition system thereof

Also Published As

Publication number Publication date
JP7317919B2 (ja) 2023-07-31
WO2018102919A1 (en) 2018-06-14
US20180157939A1 (en) 2018-06-07
MX2019006588A (es) 2019-10-09
IL267115A (en) 2019-08-29
JP2022023887A (ja) 2022-02-08
EP3549063A4 (en) 2020-06-24
JP7901564B2 (ja) 2026-08-06
JP2023145558A (ja) 2023-10-11
CA3077830A1 (en) 2018-06-05
EP3549063A1 (en) 2019-10-09
AU2017372905B2 (en) 2022-08-11
CA3000127A1 (en) 2018-06-05
KR102560308B1 (ko) 2023-07-27
KR20190099443A (ko) 2019-08-27
US10726312B2 (en) 2020-07-28
CN110235138A (zh) 2019-09-13
CA3000127C (en) 2020-06-02
CN110235138B (zh) 2023-09-05
CA3077830C (en) 2023-03-07
AU2017372905A1 (en) 2019-07-04
AU2022252799A1 (en) 2022-11-03
US11113587B2 (en) 2021-09-07
CN117095349A (zh) 2023-11-21
AU2022252799B2 (en) 2023-09-28
US20200320356A1 (en) 2020-10-08
IL267115B (en) 2022-04-01

Similar Documents

Publication Publication Date Title
JP7317919B2 (ja) 外観検索のシステムおよび方法
CA3046035C (en) SYSTEM AND METHOD FOR LAYER SHARING BETWEEN CONVOLVING NEURAL NETWORKS (CNN)
US10846554B2 (en) Hash-based appearance search
US11023707B2 (en) System and method for selecting a part of a video image for a face detection operation
JP6419830B2 (ja) 画像検索のためのシステム、方法、および装置
Giraldo et al. Graph CNN for moving object detection in complex environments from unseen videos
Nabi et al. Temporal poselets for collective activity detection and recognition
US12080023B2 (en) Trajectory linking apparatus, trajectory linking method, and non-transitory computer readable medium storing program
Sukesh Babu et al. Robust pedestrian detection via enriched dataset
CA3011713A1 (en) Hash-based appearance search
AU2019303730B2 (en) Hash-based appearance search
JP2015158745A (ja) 行動識別器生成装置、行動認識装置及びプログラム

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20191105

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20201130

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20201130

A871 Explanation of circumstances concerning accelerated examination

Free format text: JAPANESE INTERMEDIATE CODE: A871

Effective date: 20201130

A977 Report on retrieval

Free format text: JAPANESE INTERMEDIATE CODE: A971007

Effective date: 20210323

A975 Report on accelerated examination

Free format text: JAPANESE INTERMEDIATE CODE: A971005

Effective date: 20210407

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20210420

RD02 Notification of acceptance of power of attorney

Free format text: JAPANESE INTERMEDIATE CODE: A7422

Effective date: 20210603

A601 Written request for extension of time

Free format text: JAPANESE INTERMEDIATE CODE: A601

Effective date: 20210715

RD04 Notification of resignation of power of attorney

Free format text: JAPANESE INTERMEDIATE CODE: A7424

Effective date: 20210608

A761 Written withdrawal of application

Free format text: JAPANESE INTERMEDIATE CODE: A761

Effective date: 20211125