GB2567723B - Digital image completion using deep learning - Google Patents
Digital image completion using deep learning Download PDFInfo
- Publication number
- GB2567723B GB2567723B GB1813319.9A GB201813319A GB2567723B GB 2567723 B GB2567723 B GB 2567723B GB 201813319 A GB201813319 A GB 201813319A GB 2567723 B GB2567723 B GB 2567723B
- Authority
- GB
- United Kingdom
- Prior art keywords
- digital image
- deep learning
- image completion
- completion
- learning
- Prior art date
- 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.)
- Active
Links
- 238000013135 deep learning Methods 0.000 title 1
Classifications
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- G06T5/77—
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06N3/045—Combinations of networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06N3/047—Probabilistic or stochastic networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06N3/084—Backpropagation, e.g. using gradient descent
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- G06T5/60—
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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; CALCULATING OR 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]
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US15/785,386 US10672164B2 (en) | 2017-10-16 | 2017-10-16 | Predicting patch displacement maps using a neural network |
US15/785,359 US10614557B2 (en) | 2017-10-16 | 2017-10-16 | Digital image completion using deep learning |
Publications (3)
Publication Number | Publication Date |
---|---|
GB201813319D0 GB201813319D0 (en) | 2018-09-26 |
GB2567723A GB2567723A (en) | 2019-04-24 |
GB2567723B true GB2567723B (en) | 2020-03-18 |
Family
ID=63667070
Family Applications (2)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
GB1813319.9A Active GB2567723B (en) | 2017-10-16 | 2018-08-15 | Digital image completion using deep learning |
GB1813278.7A Active GB2567722B (en) | 2017-10-16 | 2018-08-15 | Predicting patch displacement maps using a neural network |
Family Applications After (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
GB1813278.7A Active GB2567722B (en) | 2017-10-16 | 2018-08-15 | Predicting patch displacement maps using a neural network |
Country Status (1)
Country | Link |
---|---|
GB (2) | GB2567723B (en) |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111489407B (en) * | 2020-04-09 | 2023-06-02 | 中国科学技术大学先进技术研究院 | Light field image editing method, device, equipment and storage medium |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
GB2255699A (en) * | 1991-05-10 | 1992-11-11 | Marconi Gec Ltd | Image restoration using a neural network |
US20170178325A1 (en) * | 2015-12-22 | 2017-06-22 | Korea Advanced Institute Of Science And Technology | Method and apparatus for restoring image |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9208548B1 (en) * | 2013-05-06 | 2015-12-08 | Amazon Technologies, Inc. | Automatic image enhancement |
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2018
- 2018-08-15 GB GB1813319.9A patent/GB2567723B/en active Active
- 2018-08-15 GB GB1813278.7A patent/GB2567722B/en active Active
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
GB2255699A (en) * | 1991-05-10 | 1992-11-11 | Marconi Gec Ltd | Image restoration using a neural network |
US20170178325A1 (en) * | 2015-12-22 | 2017-06-22 | Korea Advanced Institute Of Science And Technology | Method and apparatus for restoring image |
Also Published As
Publication number | Publication date |
---|---|
GB201813278D0 (en) | 2018-09-26 |
GB2567723A (en) | 2019-04-24 |
GB2567722B (en) | 2021-04-07 |
GB2567722A (en) | 2019-04-24 |
GB201813319D0 (en) | 2018-09-26 |
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