JPWO2021095256A1 - - Google Patents
Info
- Publication number
- JPWO2021095256A1 JPWO2021095256A1 JP2021555765A JP2021555765A JPWO2021095256A1 JP WO2021095256 A1 JPWO2021095256 A1 JP WO2021095256A1 JP 2021555765 A JP2021555765 A JP 2021555765A JP 2021555765 A JP2021555765 A JP 2021555765A JP WO2021095256 A1 JPWO2021095256 A1 JP WO2021095256A1
- Authority
- JP
- Japan
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
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- 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
- G02B21/367—Control or image processing arrangements for digital or video microscopes providing an output produced by processing a plurality of individual source images, e.g. image tiling, montage, composite images, depth sectioning, image comparison
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/0464—Convolutional networks [CNN, ConvNet]
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/0475—Generative networks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/09—Supervised learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/094—Adversarial learning
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T3/00—Geometric image transformations in the plane of the image
- G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
- G06T3/4046—Scaling of whole images or parts thereof, e.g. expanding or contracting using neural networks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T3/00—Geometric image transformations in the plane of the image
- G06T3/40—Scaling of whole images or parts thereof, e.g. expanding or contracting
- G06T3/4053—Scaling of whole images or parts thereof, e.g. expanding or contracting based on super-resolution, i.e. the output image resolution being higher than the sensor resolution
-
- 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
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0012—Biomedical image inspection
-
- 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
- G06T2207/30168—Image quality inspection
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/617—Upgrading or updating of programs or applications for camera control
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/95—Computational photography systems, e.g. light-field imaging systems
- H04N23/951—Computational photography systems, e.g. light-field imaging systems by using two or more images to influence resolution, frame rate or aspect ratio
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Computing Systems (AREA)
- Biophysics (AREA)
- Computational Linguistics (AREA)
- Data Mining & Analysis (AREA)
- Biomedical Technology (AREA)
- Molecular Biology (AREA)
- Life Sciences & Earth Sciences (AREA)
- General Engineering & Computer Science (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Multimedia (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Chemical & Material Sciences (AREA)
- Analytical Chemistry (AREA)
- Optics & Photonics (AREA)
- Medical Informatics (AREA)
- Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
- Radiology & Medical Imaging (AREA)
- Quality & Reliability (AREA)
- Image Analysis (AREA)
- Microscoopes, Condenser (AREA)
- Image Processing (AREA)
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2024116698A JP7810759B2 (ja) | 2019-11-15 | 2024-07-22 | 画像処理システム、画像処理方法、及び、プログラム |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/JP2019/044942 WO2021095256A1 (ja) | 2019-11-15 | 2019-11-15 | 画像処理システム、画像処理方法、及び、プログラム |
Related Child Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2024116698A Division JP7810759B2 (ja) | 2019-11-15 | 2024-07-22 | 画像処理システム、画像処理方法、及び、プログラム |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| JPWO2021095256A1 true JPWO2021095256A1 (https=) | 2021-05-20 |
| JPWO2021095256A5 JPWO2021095256A5 (https=) | 2022-08-04 |
Family
ID=75912095
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2021555765A Pending JPWO2021095256A1 (https=) | 2019-11-15 | 2019-11-15 | |
| JP2024116698A Active JP7810759B2 (ja) | 2019-11-15 | 2024-07-22 | 画像処理システム、画像処理方法、及び、プログラム |
Family Applications After (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2024116698A Active JP7810759B2 (ja) | 2019-11-15 | 2024-07-22 | 画像処理システム、画像処理方法、及び、プログラム |
Country Status (3)
| Country | Link |
|---|---|
| US (1) | US12345870B2 (https=) |
| JP (2) | JPWO2021095256A1 (https=) |
| WO (1) | WO2021095256A1 (https=) |
Families Citing this family (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| TW202143119A (zh) * | 2020-05-07 | 2021-11-16 | 瑞典商安訊士有限公司 | 在具有光強度廣泛範圍的場景中利用神經網路之物件偵測 |
| US11887313B2 (en) * | 2020-09-30 | 2024-01-30 | Splitmedialabs Limited | Computing platform using machine learning for foreground mask estimation |
| WO2023276327A1 (ja) * | 2021-06-29 | 2023-01-05 | 浜松ホトニクス株式会社 | 光学画像処理方法、機械学習方法、学習済みモデル、機械学習の前処理方法、光学画像処理モジュール、光学画像処理プログラム、及び光学画像処理システム |
| JP7818985B2 (ja) * | 2022-02-25 | 2026-02-24 | 株式会社Ｓｃｒｅｅｎホールディングス | モデル選定方法および画像処理方法 |
| WO2023248355A1 (ja) | 2022-06-21 | 2023-12-28 | 株式会社日立ハイテク | 不適合検出装置、および、不適合検出方法 |
| WO2024224467A1 (ja) | 2023-04-25 | 2024-10-31 | 株式会社日立ハイテク | 学習モデル適合領域検知装置、学習モデル適合領域検知方法、並びに学習モデル運用方法 |
| US20250078214A1 (en) * | 2023-09-01 | 2025-03-06 | Nvidia Corporation | Noise augmentation for computer vision and machine learning systems and applications |
| US20250285237A1 (en) * | 2024-03-08 | 2025-09-11 | University Of Southern California | Processing multiplex images and analysis of immune enriched spatial proteomic data |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2007189589A (ja) * | 2006-01-16 | 2007-07-26 | Sony Corp | 情報処理装置および情報処理方法、学習装置および学習方法、並びにプログラム |
| WO2018037521A1 (ja) * | 2016-08-25 | 2018-03-01 | キヤノン株式会社 | 画像処理方法、画像処理装置、撮像装置、画像処理プログラム、記憶媒体 |
| JP2018137275A (ja) * | 2017-02-20 | 2018-08-30 | 株式会社日立ハイテクノロジーズ | 試料観察装置および試料観察方法 |
| JP2018195069A (ja) * | 2017-05-17 | 2018-12-06 | キヤノン株式会社 | 画像処理装置および画像処理方法 |
| WO2018225133A1 (ja) * | 2017-06-05 | 2018-12-13 | 楽天株式会社 | 画像処理装置、画像処理方法、および画像処理プログラム |
| JP2018206371A (ja) * | 2017-06-02 | 2018-12-27 | 三菱電機株式会社 | コンピューター実施画像再構成システムおよび画像再構成方法 |
Family Cites Families (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP6019998B2 (ja) * | 2012-02-17 | 2016-11-02 | ソニー株式会社 | 撮像装置、撮像制御プログラム及び撮像方法 |
| WO2015041177A1 (ja) * | 2013-09-18 | 2015-03-26 | 株式会社ニコン | 画像解析装置、画像解析方法、画像解析プログラム、細胞の製造方法、細胞の培養方法、および細胞の製造装置 |
| JP6363890B2 (ja) * | 2014-07-04 | 2018-07-25 | オリンパス株式会社 | 走査型顕微鏡装置および超解像画像の生成方法 |
| US10379329B2 (en) * | 2014-12-15 | 2019-08-13 | Olympus Corporation | Microscope system and setting value calculation method |
| WO2018052788A1 (en) * | 2016-09-13 | 2018-03-22 | Inscopix, Inc. | Adapter for microscopic imaging |
| GB201619637D0 (en) * | 2016-11-21 | 2017-01-04 | Pekna Marcela And Pekny Milos And Stokowska Anna | C3a receptor agonists |
| JP6422616B1 (ja) * | 2016-12-22 | 2018-11-14 | 国立大学法人 筑波大学 | データ作成方法及びデータ使用方法 |
| CN110476101B (zh) | 2017-06-13 | 2022-02-18 | 谷歌有限责任公司 | 用于病理学的增强现实显微镜 |
| JP2019063146A (ja) * | 2017-09-29 | 2019-04-25 | キヤノン株式会社 | 画像処理装置、眼科撮影装置、画像処理方法、及びプログラム |
| JP7243718B2 (ja) * | 2018-05-25 | 2023-03-22 | ソニーグループ株式会社 | 制御装置、制御方法、およびプログラム |
| WO2019229151A2 (de) * | 2018-05-30 | 2019-12-05 | Carl Zeiss Microscopy Gmbh | Verfahren zum scannen von teilbereichen einer probe mittels eines rastermikroskops, computerprogrammprodukt, computerlesbares medium und system zum scannen von teilbereichen einer probe mittels eines rastermikroskops |
| US11946854B2 (en) * | 2018-12-26 | 2024-04-02 | The Regents Of The University Of California | Systems and methods for two-dimensional fluorescence wave propagation onto surfaces using deep learning |
| US11829885B2 (en) * | 2020-06-17 | 2023-11-28 | Canon Kabushiki Kaisha | Image processing apparatus that performs machine learning of learning model, method of controlling image processing apparatus, and storage medium |
-
2019
- 2019-11-15 JP JP2021555765A patent/JPWO2021095256A1/ja active Pending
- 2019-11-15 WO PCT/JP2019/044942 patent/WO2021095256A1/ja not_active Ceased
-
2022
- 2022-04-28 US US17/731,407 patent/US12345870B2/en active Active
-
2024
- 2024-07-22 JP JP2024116698A patent/JP7810759B2/ja active Active
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2007189589A (ja) * | 2006-01-16 | 2007-07-26 | Sony Corp | 情報処理装置および情報処理方法、学習装置および学習方法、並びにプログラム |
| WO2018037521A1 (ja) * | 2016-08-25 | 2018-03-01 | キヤノン株式会社 | 画像処理方法、画像処理装置、撮像装置、画像処理プログラム、記憶媒体 |
| JP2018137275A (ja) * | 2017-02-20 | 2018-08-30 | 株式会社日立ハイテクノロジーズ | 試料観察装置および試料観察方法 |
| JP2018195069A (ja) * | 2017-05-17 | 2018-12-06 | キヤノン株式会社 | 画像処理装置および画像処理方法 |
| JP2018206371A (ja) * | 2017-06-02 | 2018-12-27 | 三菱電機株式会社 | コンピューター実施画像再構成システムおよび画像再構成方法 |
| WO2018225133A1 (ja) * | 2017-06-05 | 2018-12-13 | 楽天株式会社 | 画像処理装置、画像処理方法、および画像処理プログラム |
Also Published As
| Publication number | Publication date |
|---|---|
| JP2024133338A (ja) | 2024-10-01 |
| WO2021095256A1 (ja) | 2021-05-20 |
| JP7810759B2 (ja) | 2026-02-03 |
| US20220252857A1 (en) | 2022-08-11 |
| US12345870B2 (en) | 2025-07-01 |
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