JP7480920B2 - 学習装置、推定装置、学習方法、推定方法及びプログラム - Google Patents

学習装置、推定装置、学習方法、推定方法及びプログラム Download PDF

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JP7480920B2
JP7480920B2 JP2023550828A JP2023550828A JP7480920B2 JP 7480920 B2 JP7480920 B2 JP 7480920B2 JP 2023550828 A JP2023550828 A JP 2023550828A JP 2023550828 A JP2023550828 A JP 2023550828A JP 7480920 B2 JP7480920 B2 JP 7480920B2
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浩雄 池田
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NEC Corp
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    • 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
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/776—Validation; Performance evaluation
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    • 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
    • G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
    • G06T7/75—Determining position or orientation of objects or cameras using feature-based methods involving models
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    • 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
    • G06T7/73—Determining position or orientation of objects or cameras using feature-based methods
    • 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
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    • 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
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
    • 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
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/70—Labelling scene content, e.g. deriving syntactic or semantic representations
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • 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
    • G06T2207/10—Image acquisition modality
    • G06T2207/10024—Color image
    • 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
    • G06T2207/20081—Training; Learning
    • 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

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JP2023550828A 2021-09-29 2021-09-29 学習装置、推定装置、学習方法、推定方法及びプログラム Active JP7480920B2 (ja)

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JP2024165569A (ja) * 2023-05-17 2024-11-28 株式会社クボタ 学習モデル生成方法、作業分析装置および作業分析プログラム
JP2024165568A (ja) * 2023-05-17 2024-11-28 株式会社クボタ 学習モデル生成方法、作業分析装置および作業分析プログラム
JP7840606B1 (ja) * 2025-12-19 2026-04-06 株式会社アークス 精子を追跡するための情報処理装置、方法、及びプログラム

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JP2020123105A (ja) 2019-01-30 2020-08-13 セコム株式会社 学習装置、学習方法、学習プログラム、及び対象物認識装置

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JP2004295436A (ja) 2003-03-26 2004-10-21 Fujitsu Ltd ドキュメント管理装置およびドキュメント管理プログラム
WO2018058419A1 (zh) * 2016-09-29 2018-04-05 中国科学院自动化研究所 二维图像人体关节点定位模型的构建方法及定位方法
JP6831769B2 (ja) 2017-11-13 2021-02-17 株式会社日立製作所 画像検索装置、画像検索方法、及び、それに用いる設定画面
CN108229305B (zh) 2017-11-21 2021-06-04 北京市商汤科技开发有限公司 用于确定目标对象的外接框的方法、装置和电子设备
CN111340932A (zh) * 2018-12-18 2020-06-26 富士通株式会社 图像处理方法以及信息处理设备
JP7263094B2 (ja) 2019-04-22 2023-04-24 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
JP7304235B2 (ja) * 2019-08-16 2023-07-06 セコム株式会社 学習済みモデル、学習装置、学習方法、及び学習プログラム

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US20240119711A1 (en) 2024-04-11
JP2024083602A (ja) 2024-06-21
JP7683784B2 (ja) 2025-05-27
WO2023053249A1 (ja) 2023-04-06

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