KR102348002B1 - 보행자 재식별 방법, 장치, 전자 기기 및 저장 매체 - Google Patents

보행자 재식별 방법, 장치, 전자 기기 및 저장 매체 Download PDF

Info

Publication number
KR102348002B1
KR102348002B1 KR1020197038764A KR20197038764A KR102348002B1 KR 102348002 B1 KR102348002 B1 KR 102348002B1 KR 1020197038764 A KR1020197038764 A KR 1020197038764A KR 20197038764 A KR20197038764 A KR 20197038764A KR 102348002 B1 KR102348002 B1 KR 102348002B1
Authority
KR
South Korea
Prior art keywords
candidate
target
feature vector
video
pedestrian
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.)
Active
Application number
KR1020197038764A
Other languages
English (en)
Korean (ko)
Other versions
KR20200015610A (ko
Inventor
다펭 첸
홍셴 리
통 시아오
슈아이 이
시아오강 왕
Original Assignee
베이징 센스타임 테크놀로지 디벨롭먼트 컴퍼니 리미티드
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 베이징 센스타임 테크놀로지 디벨롭먼트 컴퍼니 리미티드 filed Critical 베이징 센스타임 테크놀로지 디벨롭먼트 컴퍼니 리미티드
Publication of KR20200015610A publication Critical patent/KR20200015610A/ko
Application granted granted Critical
Publication of KR102348002B1 publication Critical patent/KR102348002B1/ko
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • G06K9/00744
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/40Scenes; Scene-specific elements in video content
    • G06V20/46Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames
    • G06K9/00758
    • G06K9/00771
    • G06K9/481
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/40Extraction of image or video features
    • G06V10/46Descriptors for shape, contour or point-related descriptors, e.g. scale invariant feature transform [SIFT] or bags of words [BoW]; Salient regional features
    • G06V10/469Contour-based spatial representations, e.g. vector-coding
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/40Scenes; Scene-specific elements in video content
    • G06V20/48Matching video sequences
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/50Context or environment of the image
    • G06V20/52Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/103Static body considered as a whole, e.g. static pedestrian or occupant recognition
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/169Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding
    • H04N19/17Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding the unit being an image region, e.g. an object
    • H04N19/172Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding the unit being an image region, e.g. an object the region being a picture, frame or field
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/20Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
    • H04N21/23Processing of content or additional data; Elementary server operations; Server middleware
    • H04N21/234Processing of video elementary streams, e.g. splicing of video streams or manipulating encoded video stream scene graphs
    • H04N21/2343Processing of video elementary streams, e.g. splicing of video streams or manipulating encoded video stream scene graphs involving reformatting operations of video signals for distribution or compliance with end-user requests or end-user device requirements
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N21/00Selective content distribution, e.g. interactive television or video on demand [VOD]
    • H04N21/40Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
    • H04N21/43Processing 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
    • H04N21/44Processing 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
    • H04N21/44008Processing 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Signal Processing (AREA)
  • Human Computer Interaction (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Image Analysis (AREA)
  • Compression Or Coding Systems Of Tv Signals (AREA)
KR1020197038764A 2018-02-12 2018-11-21 보행자 재식별 방법, 장치, 전자 기기 및 저장 매체 Active KR102348002B1 (ko)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
CN201810145717.3 2018-02-12
CN201810145717.3A CN108399381B (zh) 2018-02-12 2018-02-12 行人再识别方法、装置、电子设备和存储介质
PCT/CN2018/116600 WO2019153830A1 (zh) 2018-02-12 2018-11-21 行人再识别方法、装置、电子设备和存储介质

Publications (2)

Publication Number Publication Date
KR20200015610A KR20200015610A (ko) 2020-02-12
KR102348002B1 true KR102348002B1 (ko) 2022-01-06

Family

ID=63096438

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020197038764A Active KR102348002B1 (ko) 2018-02-12 2018-11-21 보행자 재식별 방법, 장치, 전자 기기 및 저장 매체

Country Status (7)

Country Link
US (1) US11301687B2 (enExample)
JP (1) JP6905601B2 (enExample)
KR (1) KR102348002B1 (enExample)
CN (1) CN108399381B (enExample)
PH (1) PH12020500050A1 (enExample)
SG (1) SG11201913733QA (enExample)
WO (1) WO2019153830A1 (enExample)

Families Citing this family (27)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
JP7229698B2 (ja) * 2018-08-20 2023-02-28 キヤノン株式会社 情報処理装置、情報処理方法及びプログラム
CN111523569B (zh) * 2018-09-04 2023-08-04 创新先进技术有限公司 一种用户身份确定方法、装置及电子设备
CN109543537B (zh) * 2018-10-23 2021-03-23 北京市商汤科技开发有限公司 重识别模型增量训练方法及装置、电子设备和存储介质
CN110083742B (zh) * 2019-04-29 2022-12-06 腾讯科技(深圳)有限公司 一种视频查询方法和装置
CN110175527B (zh) * 2019-04-29 2022-03-25 北京百度网讯科技有限公司 行人再识别方法及装置、计算机设备及可读介质
US11062455B2 (en) * 2019-10-01 2021-07-13 Volvo Car Corporation Data filtering of image stacks and video streams
CN110827312B (zh) * 2019-11-12 2023-04-28 北京深境智能科技有限公司 一种基于协同视觉注意力神经网络的学习方法
CN111339849A (zh) * 2020-02-14 2020-06-26 北京工业大学 一种融合行人属性的行人重识别的方法
CN111339360B (zh) * 2020-02-24 2024-03-26 北京奇艺世纪科技有限公司 视频处理方法、装置、电子设备及计算机可读存储介质
CN111538861B (zh) * 2020-04-22 2023-08-15 浙江大华技术股份有限公司 基于监控视频进行图像检索的方法、装置、设备及介质
CN111723645B (zh) * 2020-04-24 2023-04-18 浙江大学 用于同相机内有监督场景的多相机高精度行人重识别方法
CN111539341B (zh) * 2020-04-26 2023-09-22 香港中文大学(深圳) 目标定位方法、装置、电子设备和介质
CN112001243A (zh) * 2020-07-17 2020-11-27 广州紫为云科技有限公司 一种行人重识别数据标注方法、装置及设备
CN111897993A (zh) * 2020-07-20 2020-11-06 杭州叙简科技股份有限公司 一种基于行人再识别的高效目标人物轨迹生成方法
CN112069952B (zh) 2020-08-25 2024-10-15 北京小米松果电子有限公司 视频片段提取方法、视频片段提取装置及存储介质
CN112150514A (zh) * 2020-09-29 2020-12-29 上海眼控科技股份有限公司 视频的行人轨迹追踪方法、装置、设备及存储介质
CN112906483B (zh) * 2021-01-25 2024-01-23 中国银联股份有限公司 一种目标重识别方法、装置及计算机可读存储介质
CN113221641B (zh) * 2021-04-01 2023-07-07 哈尔滨工业大学(深圳) 基于生成对抗网络和注意力机制的视频行人重识别方法
CN113011395B (zh) * 2021-04-26 2023-09-01 深圳市优必选科技股份有限公司 一种单阶段动态位姿识别方法、装置和终端设备
CN113255598B (zh) * 2021-06-29 2021-09-28 南京视察者智能科技有限公司 一种基于Transformer的行人重识别方法
CN113780066B (zh) * 2021-07-29 2023-07-25 苏州浪潮智能科技有限公司 行人重识别方法、装置、电子设备及可读存储介质
CN114449345B (zh) * 2022-02-08 2023-06-23 腾讯科技(深圳)有限公司 视频处理方法、装置、设备及存储介质
CN115150663B (zh) * 2022-07-01 2023-12-15 北京奇艺世纪科技有限公司 热度曲线的生成方法、装置、电子设备及存储介质
US12388831B2 (en) 2022-09-19 2025-08-12 International Business Machines Corporation Role assignment for intelligent virtual assistants
CN117522454B (zh) * 2024-01-05 2024-04-16 北京文安智能技术股份有限公司 一种工作人员识别方法及系统
CN119152333B (zh) * 2024-11-13 2025-01-28 西北工业大学 一种基于提示学习的多模态目标重识别方法

Family Cites Families (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6567116B1 (en) * 1998-11-20 2003-05-20 James A. Aman Multiple object tracking system
WO2011148562A1 (ja) * 2010-05-26 2011-12-01 パナソニック株式会社 画像情報処理装置
KR20140090795A (ko) * 2013-01-10 2014-07-18 한국전자통신연구원 다중 카메라 환경에서 객체 추적 방법 및 장치
JP6260215B2 (ja) * 2013-11-13 2018-01-17 富士通株式会社 特徴点追跡装置、及び、特徴点追跡方法
CN103810476B (zh) * 2014-02-20 2017-02-01 中国计量学院 基于小群体信息关联的视频监控网络中行人重识别方法
CN105518744B (zh) * 2015-06-29 2018-09-07 北京旷视科技有限公司 行人再识别方法及设备
CN105095475B (zh) * 2015-08-12 2018-06-19 武汉大学 基于两级融合的不完整属性标记行人重识别方法与系统
CN105354548B (zh) * 2015-10-30 2018-10-26 武汉大学 一种基于ImageNet检索的监控视频行人重识别方法
JP2017167970A (ja) * 2016-03-17 2017-09-21 株式会社リコー 画像処理装置、物体認識装置、機器制御システム、画像処理方法およびプログラム
JP6656987B2 (ja) * 2016-03-30 2020-03-04 株式会社エクォス・リサーチ 画像認識装置、移動体装置、及び画像認識プログラム
CN107346409B (zh) * 2016-05-05 2019-12-17 华为技术有限公司 行人再识别方法和装置
CN106022220B (zh) * 2016-05-09 2020-02-28 北京河马能量体育科技有限公司 一种体育视频中对参赛运动员进行多人脸跟踪的方法
CA3000127C (en) * 2016-12-05 2020-06-02 Richard Butt System and method for appearance search
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

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
H. Choi and M. Jeon, ‘Data association for non-overlapping multi-camera multi-object trackig based on similarity funciton,’ IEEE International Conference on Cunsumer Electronics-Asia(ICCE-Asia), 26-28 Oct. 2016 (2016.10.26.) 1부.*

Also Published As

Publication number Publication date
JP6905601B2 (ja) 2021-07-21
JP2020525901A (ja) 2020-08-27
PH12020500050A1 (en) 2020-11-09
US20200134321A1 (en) 2020-04-30
WO2019153830A1 (zh) 2019-08-15
US11301687B2 (en) 2022-04-12
CN108399381B (zh) 2020-10-30
SG11201913733QA (en) 2020-01-30
KR20200015610A (ko) 2020-02-12
CN108399381A (zh) 2018-08-14

Similar Documents

Publication Publication Date Title
KR102348002B1 (ko) 보행자 재식별 방법, 장치, 전자 기기 및 저장 매체
CN110555405B (zh) 目标跟踪方法及装置、存储介质和电子设备
CN109360028B (zh) 用于推送信息的方法和装置
US10467743B1 (en) Image processing method, terminal and storage medium
CN108229314B (zh) 目标人物的搜索方法、装置和电子设备
CN108229353B (zh) 人体图像的分类方法和装置、电子设备、存储介质、程序
CN113255824B (zh) 训练分类模型和数据分类的方法和装置
CN110276351A (zh) 多语言场景文本检测与识别方法
CN112651996A (zh) 目标检测跟踪方法、装置、电子设备和存储介质
CN111523399A (zh) 敏感视频检测及装置
CN116311214B (zh) 车牌识别方法和装置
CN117876709A (zh) 图像识别方法、装置、电子设备及可读存储介质
CN117315390A (zh) 图像识别模型的训练方法、图像识别方法、装置及设备
CN114926666B (zh) 一种图像数据处理方法及装置
EP4290481A1 (en) Methods and systems for performing data capture
CN114612910B (zh) 字符识别方法、装置、电子设备及计算机可读存储介质
CN114596446A (zh) 点云数据质量评估方法、装置、计算机设备及存储介质
KR20110103840A (ko) 문자열 검지 장치, 문자 평가 장치, 화상 처리 장치, 문자열 검지 방법, 문자 평가 방법, 제어 프로그램 및 기록 매체
CN111160353A (zh) 车牌识别方法、装置及设备
CN113793298B (zh) 肺结节检测模型构建优化方法、设备、存储介质及产品
CN111753836A (zh) 文字识别方法、装置、计算机可读介质及电子设备
Zhan et al. Study of Mask R-CNN in Target Detection Based on Improved Feature Pyramid Networks
Guesdon et al. Multitask metamodel for keypoint visibility prediction in human pose estimation
CN118803547B (zh) 基于时空信息的rfid室内定位方法、装置、介质及设备
CN114022663B (zh) 目标行为候选框生成方法及装置、电子设备、存储介质

Legal Events

Date Code Title Description
A201 Request for examination
E13-X000 Pre-grant limitation requested

St.27 status event code: A-2-3-E10-E13-lim-X000

P11-X000 Amendment of application requested

St.27 status event code: A-2-2-P10-P11-nap-X000

P13-X000 Application amended

St.27 status event code: A-2-2-P10-P13-nap-X000

PA0105 International application

St.27 status event code: A-0-1-A10-A15-nap-PA0105

PA0201 Request for examination

St.27 status event code: A-1-2-D10-D11-exm-PA0201

PG1501 Laying open of application

St.27 status event code: A-1-1-Q10-Q12-nap-PG1501

E902 Notification of reason for refusal
PE0902 Notice of grounds for rejection

St.27 status event code: A-1-2-D10-D21-exm-PE0902

E13-X000 Pre-grant limitation requested

St.27 status event code: A-2-3-E10-E13-lim-X000

P11-X000 Amendment of application requested

St.27 status event code: A-2-2-P10-P11-nap-X000

P13-X000 Application amended

St.27 status event code: A-2-2-P10-P13-nap-X000

E90F Notification of reason for final refusal
PE0902 Notice of grounds for rejection

St.27 status event code: A-1-2-D10-D21-exm-PE0902

P11-X000 Amendment of application requested

St.27 status event code: A-2-2-P10-P11-nap-X000

P13-X000 Application amended

St.27 status event code: A-2-2-P10-P13-nap-X000

E701 Decision to grant or registration of patent right
PE0701 Decision of registration

St.27 status event code: A-1-2-D10-D22-exm-PE0701

GRNT Written decision to grant
PR0701 Registration of establishment

St.27 status event code: A-2-4-F10-F11-exm-PR0701

PR1002 Payment of registration fee

St.27 status event code: A-2-2-U10-U12-oth-PR1002

Fee payment year number: 1

P22-X000 Classification modified

St.27 status event code: A-4-4-P10-P22-nap-X000

PG1601 Publication of registration

St.27 status event code: A-4-4-Q10-Q13-nap-PG1601

R18-X000 Changes to party contact information recorded

St.27 status event code: A-5-5-R10-R18-oth-X000

P22-X000 Classification modified

St.27 status event code: A-4-4-P10-P22-nap-X000

P22-X000 Classification modified

St.27 status event code: A-4-4-P10-P22-nap-X000

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 4

PR1001 Payment of annual fee

St.27 status event code: A-4-4-U10-U11-oth-PR1001

Fee payment year number: 5