JP6968645B2 - 画像処理装置、画像処理方法及びプログラム - Google Patents

画像処理装置、画像処理方法及びプログラム Download PDF

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JP6968645B2
JP6968645B2 JP2017193026A JP2017193026A JP6968645B2 JP 6968645 B2 JP6968645 B2 JP 6968645B2 JP 2017193026 A JP2017193026 A JP 2017193026A JP 2017193026 A JP2017193026 A JP 2017193026A JP 6968645 B2 JP6968645 B2 JP 6968645B2
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cluster
image
image processing
movement vector
processing apparatus
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JP2019067208A5 (enExample
JP2019067208A (ja
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康夫 馬塲
光太郎 矢野
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Canon Inc
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Canon Inc
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—2D [Two Dimensional] image generation
    • G06T11/20—Drawing from basic elements, e.g. lines or circles
    • G06T11/206—Drawing of charts or graphs
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G06F18/2433—Single-class perspective, e.g. one-against-all classification; Novelty detection; Outlier detection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—2D [Two Dimensional] image generation
    • G06T11/60—Editing figures and text; Combining figures or text
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/20—Analysis of motion
    • G06T7/246—Analysis of motion using feature-based methods, e.g. the tracking of corners or segments
    • G06T7/248—Analysis of motion using feature-based methods, e.g. the tracking of corners or segments involving reference images or patches
    • 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
    • G06V10/762—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social 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
    • G06V10/70—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
    • 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
    • G06V20/53—Recognition of crowd images, e.g. recognition of crowd congestion
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30196—Human being; Person
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30232—Surveillance

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Multimedia (AREA)
  • Databases & Information Systems (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Software Systems (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • General Engineering & Computer Science (AREA)
  • Image Analysis (AREA)
  • Closed-Circuit Television Systems (AREA)
  • Alarm Systems (AREA)
JP2017193026A 2017-10-02 2017-10-02 画像処理装置、画像処理方法及びプログラム Active JP6968645B2 (ja)

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JP2017193026A JP6968645B2 (ja) 2017-10-02 2017-10-02 画像処理装置、画像処理方法及びプログラム
US16/145,651 US10984252B2 (en) 2017-10-02 2018-09-28 Apparatus and method for analyzing people flows in image

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JP6898165B2 (ja) * 2017-07-18 2021-07-07 パナソニック株式会社 人流分析方法、人流分析装置及び人流分析システム
US11200429B1 (en) * 2018-12-28 2021-12-14 Zoox, Inc. Tracking objects using sensor data segmentations and/or representations
JP7330708B2 (ja) * 2019-01-28 2023-08-22 キヤノン株式会社 画像処理装置、画像処理方法、及びプログラム
DE102019202104A1 (de) * 2019-02-18 2020-08-20 Robert Bosch Gmbh Anzeigevorrichtung und Überwachungsvorrichtung
JP2020170252A (ja) * 2019-04-01 2020-10-15 キヤノン株式会社 画像処理装置、情報処理方法及びプログラム
CN110502967B (zh) * 2019-07-01 2020-12-18 光控特斯联(上海)信息科技有限公司 基于人员大数据的目标场景人工智能匹配方法和装置
JP7443002B2 (ja) * 2019-09-13 2024-03-05 キヤノン株式会社 画像解析装置、画像解析方法、及びプログラム
CN111476979A (zh) * 2019-11-21 2020-07-31 武汉烽火众智数字技术有限责任公司 一种基于多模型分析的智能安保维稳方法及系统
JP7371704B2 (ja) * 2020-02-03 2023-10-31 日本電気株式会社 流量情報出力装置、制御方法、及びプログラム
CN111401220B (zh) * 2020-03-12 2021-03-19 重庆特斯联智慧科技股份有限公司 一种用于智慧安防的人群聚合特征分析方法和系统
JP6983275B2 (ja) * 2020-04-28 2021-12-17 株式会社Agoop 異常検知及び異常度可視化に関する情報処理装置、情報処理方法及びプログラム
JP7538631B2 (ja) * 2020-06-15 2024-08-22 キヤノン株式会社 画像処理装置、画像処理方法、及びプログラム
JP2022026849A (ja) * 2020-07-31 2022-02-10 キヤノン株式会社 情報処理装置、情報処理方法、およびプログラム
JP2022076716A (ja) * 2020-11-10 2022-05-20 キヤノン株式会社 画像処理装置、画像処理方法、及びプログラム
JP7621102B2 (ja) * 2020-12-09 2025-01-24 キヤノン株式会社 画像処理装置、画像処理方法、及びプログラム
EP4095812A1 (en) * 2021-05-28 2022-11-30 Yandex Self Driving Group Llc Method for predicting a trajectory of an agent in a vicinity of a self-driving vehicle based on ranking
CN116244609A (zh) * 2022-12-29 2023-06-09 深圳云天励飞技术股份有限公司 一种客流量统计方法、装置、计算机设备及存储介质
CN117079202A (zh) * 2023-06-14 2023-11-17 阿波罗智联(北京)科技有限公司 估计对象分布信息的方法、装置、电子设备及存储介质
JP2025088915A (ja) * 2023-12-01 2025-06-12 株式会社日立製作所 分析システムおよび分析プログラム
JP7742435B2 (ja) * 2024-01-18 2025-09-19 ソフトバンク株式会社 情報処理装置、情報処理方法および情報処理プログラム

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JPH03195922A (ja) * 1989-12-25 1991-08-27 Mitsubishi Electric Corp 混雑度検出装置
US6549681B1 (en) 1995-09-26 2003-04-15 Canon Kabushiki Kaisha Image synthesization method
JP3869876B2 (ja) 1995-12-19 2007-01-17 キヤノン株式会社 画像計測方法及び画像計測装置
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JP6341650B2 (ja) 2013-11-20 2018-06-13 キヤノン株式会社 画像処理装置、画像処理方法及びプログラム
JP6299299B2 (ja) * 2014-03-14 2018-03-28 オムロン株式会社 事象検出装置および事象検出方法
JP2015194915A (ja) * 2014-03-31 2015-11-05 住友電気工業株式会社 移動体追跡装置、移動体追跡方法、移動体追跡システムおよびカメラ
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JP6336952B2 (ja) * 2015-09-30 2018-06-06 セコム株式会社 群衆解析装置
WO2018025831A1 (ja) * 2016-08-04 2018-02-08 日本電気株式会社 人流推定装置、表示制御装置、人流推定方法および記録媒体

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US20190102630A1 (en) 2019-04-04
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