JP5984581B2 - 画像復元方法、画像復元装置、撮像装置およびプログラム - Google Patents

画像復元方法、画像復元装置、撮像装置およびプログラム Download PDF

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Publication number
JP5984581B2
JP5984581B2 JP2012185318A JP2012185318A JP5984581B2 JP 5984581 B2 JP5984581 B2 JP 5984581B2 JP 2012185318 A JP2012185318 A JP 2012185318A JP 2012185318 A JP2012185318 A JP 2012185318A JP 5984581 B2 JP5984581 B2 JP 5984581B2
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Japan
Prior art keywords
image
base
linear combination
generating
approximating
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JP2012185318A
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Japanese (ja)
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JP2014044504A (ja
JP2014044504A5 (https=
Inventor
良範 木村
良範 木村
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Canon Inc
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Canon Inc
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Priority to JP2012185318A priority Critical patent/JP5984581B2/ja
Priority to US13/968,628 priority patent/US9253451B2/en
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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00—Television systems
    • H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • G—PHYSICS
    • G02—OPTICS
    • G02B—OPTICAL ELEMENTS, SYSTEMS OR APPARATUS
    • G02B21/00—Microscopes
    • G02B21/36—Microscopes arranged for photographic purposes or projection purposes or digital imaging or video purposes including associated control and data processing arrangements
    • G02B21/365—Control or image processing arrangements for digital or video microscopes
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T5/00—Image enhancement or restoration
    • G06T5/60—Image enhancement or restoration using machine learning, e.g. neural networks
    • G—PHYSICS
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10056—Microscopic 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
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30004—Biomedical image processing
    • G06T2207/30024—Cell structures in vitro; Tissue sections in vitro

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Optics & Photonics (AREA)
  • Signal Processing (AREA)
  • Image Processing (AREA)
  • Facsimile Image Signal Circuits (AREA)
JP2012185318A 2012-08-24 2012-08-24 画像復元方法、画像復元装置、撮像装置およびプログラム Expired - Fee Related JP5984581B2 (ja)

Priority Applications (2)

Application Number Priority Date Filing Date Title
JP2012185318A JP5984581B2 (ja) 2012-08-24 2012-08-24 画像復元方法、画像復元装置、撮像装置およびプログラム
US13/968,628 US9253451B2 (en) 2012-08-24 2013-08-16 Image restoration method, image restoration apparatus, and image-pickup apparatus

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2012185318A JP5984581B2 (ja) 2012-08-24 2012-08-24 画像復元方法、画像復元装置、撮像装置およびプログラム

Publications (3)

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JP2014044504A JP2014044504A (ja) 2014-03-13
JP2014044504A5 JP2014044504A5 (https=) 2015-09-10
JP5984581B2 true JP5984581B2 (ja) 2016-09-06

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US (1) US9253451B2 (https=)
JP (1) JP5984581B2 (https=)

Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2015189845A1 (en) 2014-06-10 2015-12-17 Ramot At Tel-Aviv University Ltd. Method and system for processing an image
US20170221235A1 (en) * 2016-02-01 2017-08-03 General Electric Company Negative dictionary learning
US10528842B2 (en) * 2017-02-06 2020-01-07 Mediatek Inc. Image processing method and image processing system
JP7443366B2 (ja) * 2018-08-07 2024-03-05 メタ プラットフォームズ， インク． 画像強調のための人工知能技法
CN111311522B (zh) * 2020-03-26 2023-08-08 重庆大学 基于神经网络的双光子荧光显微图像复原方法、存储介质

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP4281135B2 (ja) * 1998-11-30 2009-06-17 三菱電機株式会社 画質改善方法及び画質改善装置

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JP2014044504A (ja) 2014-03-13
US9253451B2 (en) 2016-02-02
US20140055595A1 (en) 2014-02-27

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