JP7443002B2 - 画像解析装置、画像解析方法、及びプログラム - Google Patents

画像解析装置、画像解析方法、及びプログラム Download PDF

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JP7443002B2
JP7443002B2 JP2019167189A JP2019167189A JP7443002B2 JP 7443002 B2 JP7443002 B2 JP 7443002B2 JP 2019167189 A JP2019167189 A JP 2019167189A JP 2019167189 A JP2019167189 A JP 2019167189A JP 7443002 B2 JP7443002 B2 JP 7443002B2
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flow rate
image analysis
image
time
detection line
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JP2021043866A (ja
JP2021043866A5 (enExample
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光太郎 矢野
元 牟田
康夫 馬塲
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Canon Inc
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Canon Inc
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • G06T7/215Motion-based segmentation
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T3/00Geometric image transformations in the plane of the image
    • G06T3/40Scaling of whole images or parts thereof, e.g. expanding or contracting
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion
    • G06T7/269Analysis of motion using gradient-based methods
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00Arrangements for image or video recognition or understanding
    • G06V10/70Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • 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
    • G06V20/53Recognition of crowd images, e.g. recognition of crowd congestion
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/14Digital output to display device ; Cooperation and interconnection of the display device with other functional units
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20021Dividing image into blocks, subimages or windows
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20084Artificial neural networks [ANN]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/20Special algorithmic details
    • G06T2207/20092Interactive image processing based on input by user
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30196Human being; Person
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30242Counting objects in image

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Databases & Information Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Health & Medical Sciences (AREA)
  • Image Analysis (AREA)
  • Closed-Circuit Television Systems (AREA)
  • Traffic Control Systems (AREA)
JP2019167189A 2019-09-13 2019-09-13 画像解析装置、画像解析方法、及びプログラム Active JP7443002B2 (ja)

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JP2019167189A JP7443002B2 (ja) 2019-09-13 2019-09-13 画像解析装置、画像解析方法、及びプログラム
US17/016,067 US11915430B2 (en) 2019-09-13 2020-09-09 Image analysis apparatus, image analysis method, and storage medium to display information representing flow quantity

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CN110941999B (zh) * 2019-11-12 2023-02-17 通号通信信息集团有限公司 一种人群计数系统中自适应计算高斯核大小的方法
US11373425B2 (en) * 2020-06-02 2022-06-28 The Nielsen Company (U.S.), Llc Methods and apparatus for monitoring an audience of media based on thermal imaging
US11763591B2 (en) 2020-08-20 2023-09-19 The Nielsen Company (Us), Llc Methods and apparatus to determine an audience composition based on voice recognition, thermal imaging, and facial recognition
US11595723B2 (en) 2020-08-20 2023-02-28 The Nielsen Company (Us), Llc Methods and apparatus to determine an audience composition based on voice recognition
US11553247B2 (en) 2020-08-20 2023-01-10 The Nielsen Company (Us), Llc Methods and apparatus to determine an audience composition based on thermal imaging and facial recognition
JP2023064464A (ja) 2021-10-26 2023-05-11 キヤノン株式会社 情報処理装置、推測方法、学習方法、プログラム
JP7708300B2 (ja) * 2022-03-10 2025-07-15 日本電気株式会社 ルート算出装置、ルート算出方法、およびプログラム
CN119182727B (zh) * 2024-09-05 2025-12-09 广东联想懂的通信有限公司 一种流量用户数据分析方法及系统

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