JP7415202B2 - 判定方法、判定プログラム、および情報処理装置 - Google Patents

判定方法、判定プログラム、および情報処理装置 Download PDF

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JP7415202B2
JP7415202B2 JP2022577856A JP2022577856A JP7415202B2 JP 7415202 B2 JP7415202 B2 JP 7415202B2 JP 2022577856 A JP2022577856 A JP 2022577856A JP 2022577856 A JP2022577856 A JP 2022577856A JP 7415202 B2 JP7415202 B2 JP 7415202B2
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リナ セプティアナ
智明 松濤
登樹 安部
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    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/70—Denoising; Smoothing
    • 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
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/172—Classification, e.g. identification
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • 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
    • G06V10/42—Global feature extraction by analysis of the whole pattern, e.g. using frequency domain transformations or autocorrelation
    • G06V10/431—Frequency domain transformation; Autocorrelation
    • 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
    • G06V20/95—Pattern authentication; Markers therefor; Forgery detection
    • 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
    • G06T2207/20212—Image combination
    • G06T2207/20224—Image subtraction
    • 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
    • G06T2207/30201—Face
    • 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
    • G06V10/30—Noise filtering

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  • Theoretical Computer Science (AREA)
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  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
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  • General Health & Medical Sciences (AREA)
  • Evolutionary Computation (AREA)
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  • Artificial Intelligence (AREA)
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  • Databases & Information Systems (AREA)
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  • Software Systems (AREA)
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JP2022577856A 2021-01-27 2021-01-27 判定方法、判定プログラム、および情報処理装置 Active JP7415202B2 (ja)

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US (1) US12437373B2 (https=)
EP (1) EP4287112B1 (https=)
JP (1) JP7415202B2 (https=)
CN (1) CN116724332B (https=)
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US20200218885A1 (en) 2017-06-20 2020-07-09 Hochschule Darmstadt Detecting artificial facial images using facial landmarks
JP2020525947A (ja) 2017-06-30 2020-08-27 ノルウェージャン ユニバーシティ オブ サイエンス アンド テクノロジー（エヌティーエヌユー） 操作された画像の検出

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JP4947216B2 (ja) * 2008-09-17 2012-06-06 富士通株式会社 画像処理装置および画像処理方法
US8548257B2 (en) * 2009-01-05 2013-10-01 Apple Inc. Distinguishing between faces and non-faces
JP2012065002A (ja) * 2010-09-14 2012-03-29 Casio Comput Co Ltd 画像合成装置、画像合成方法及びプログラム
CN104106080B (zh) 2011-12-27 2017-10-03 英特尔公司 基于图灵测试的用户认证和用户在场验证系统、设备和方法
WO2015172235A1 (en) * 2014-05-15 2015-11-19 Tandemlaunch Technologies Inc. Time-space methods and systems for the reduction of video noise
JP6516830B2 (ja) * 2015-03-25 2019-05-22 オリンパス株式会社 画像処理装置、画像処理方法およびプログラム
JP6584173B2 (ja) * 2015-07-06 2019-10-02 キヤノン株式会社 画像処理装置及び画像処理方法
CN106485192B (zh) * 2015-09-02 2019-12-06 富士通株式会社 用于图像识别的神经网络的训练方法和装置
JP6924128B2 (ja) * 2017-11-24 2021-08-25 Kddi株式会社 モーフィング画像生成装置及びモーフィング画像生成方法
US10762337B2 (en) * 2018-04-27 2020-09-01 Apple Inc. Face synthesis using generative adversarial networks
CN110084775B (zh) * 2019-05-09 2021-11-26 深圳市商汤科技有限公司 图像处理方法及装置、电子设备和存储介质
US11151694B2 (en) * 2019-05-15 2021-10-19 Gopro, Inc. Method and apparatus for convolutional neural network-based video denoising
CN110349136A (zh) * 2019-06-28 2019-10-18 厦门大学 一种基于深度学习的篡改图像检测方法
CN110428399B (zh) * 2019-07-05 2022-06-14 百度在线网络技术（北京）有限公司 用于检测图像的方法、装置、设备和存储介质
US11688200B2 (en) * 2020-12-28 2023-06-27 Fortinet, Inc. Joint facial feature extraction and facial image quality estimation using a deep neural network (DNN) trained with a custom-labeled training dataset and having a common DNN backbone
TR2022002073A1 (tr) * 2022-02-16 2023-08-21 Bahcesehir Ueniversitesi Yüz tanıma yöntemi.

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US20200218885A1 (en) 2017-06-20 2020-07-09 Hochschule Darmstadt Detecting artificial facial images using facial landmarks
JP2020525947A (ja) 2017-06-30 2020-08-27 ノルウェージャン ユニバーシティ オブ サイエンス アンド テクノロジー（エヌティーエヌユー） 操作された画像の検出

Non-Patent Citations (1)

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Title
YU, Xinrui et al.，Face Morphing Detection using Generative Adversarial Networks，2019 IEEE International Conference on Electro Information Technology (EIT) [online]，2019年05月22日，pp. 288-291，[検索日 2023.11.20], インターネット: <URL:https://ieeexplore.ieee.org/document/8834162>

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EP4287112A1 (en) 2023-12-06
CN116724332A (zh) 2023-09-08
EP4287112B1 (en) 2024-10-30
EP4287112A4 (en) 2024-01-10
CN116724332B (zh) 2026-04-17
US12437373B2 (en) 2025-10-07
US20230298140A1 (en) 2023-09-21
JPWO2022162760A1 (https=) 2022-08-04
WO2022162760A1 (ja) 2022-08-04

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