EP3994625A4 - Neural network for variable bit rate compression - Google Patents
Neural network for variable bit rate compression Download PDFInfo
- Publication number
- EP3994625A4 EP3994625A4 EP20835330.0A EP20835330A EP3994625A4 EP 3994625 A4 EP3994625 A4 EP 3994625A4 EP 20835330 A EP20835330 A EP 20835330A EP 3994625 A4 EP3994625 A4 EP 3994625A4
- Authority
- EP
- European Patent Office
- Prior art keywords
- neural network
- bit rate
- variable bit
- rate compression
- compression
- 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.)
- Pending
Links
- 238000013528 artificial neural network Methods 0.000 title 1
- 230000006835 compression Effects 0.000 title 1
- 238000007906 compression Methods 0.000 title 1
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/102—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or selection affected or controlled by the adaptive coding
- H04N19/103—Selection of coding mode or of prediction mode
-
- 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
- G06N3/08—Learning methods
- G06N3/084—Backpropagation, e.g. using gradient descent
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/134—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
- H04N19/146—Data rate or code amount at the encoder output
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/134—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
- H04N19/162—User input
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
- H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
- H04N19/169—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding
- H04N19/17—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding the unit being an image region, e.g. an object
- H04N19/174—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding the unit being an image region, e.g. an object the region being a slice, e.g. a line of blocks or a group of blocks
-
- 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
- G06N3/044—Recurrent networks, e.g. Hopfield networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T9/00—Image coding
- G06T9/002—Image coding using neural networks
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Signal Processing (AREA)
- Multimedia (AREA)
- Theoretical Computer Science (AREA)
- General Health & Medical Sciences (AREA)
- Computing Systems (AREA)
- Computational Linguistics (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Biomedical Technology (AREA)
- Molecular Biology (AREA)
- Biophysics (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Artificial Intelligence (AREA)
- Life Sciences & Earth Sciences (AREA)
- Health & Medical Sciences (AREA)
- Compression, Expansion, Code Conversion, And Decoders (AREA)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
FI20195605 | 2019-07-03 | ||
PCT/FI2020/050403 WO2021001594A1 (en) | 2019-07-03 | 2020-06-10 | Neural network for variable bit rate compression |
Publications (2)
Publication Number | Publication Date |
---|---|
EP3994625A1 EP3994625A1 (en) | 2022-05-11 |
EP3994625A4 true EP3994625A4 (en) | 2023-05-31 |
Family
ID=74101251
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP20835330.0A Pending EP3994625A4 (en) | 2019-07-03 | 2020-06-10 | Neural network for variable bit rate compression |
Country Status (2)
Country | Link |
---|---|
EP (1) | EP3994625A4 (en) |
WO (1) | WO2021001594A1 (en) |
Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP4315856A1 (en) * | 2021-03-25 | 2024-02-07 | Sony Semiconductor Solutions Corporation | Circuitries and methods |
CN113720399B (en) * | 2021-11-02 | 2022-04-15 | 国网湖北省电力有限公司检修公司 | Remote intelligent monitoring method and device for insulation sling for extra-high voltage live working |
Family Cites Families (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US10192327B1 (en) * | 2016-02-04 | 2019-01-29 | Google Llc | Image compression with recurrent neural networks |
EP3924889A4 (en) * | 2019-02-15 | 2022-11-09 | Nokia Technologies Oy | A method, an apparatus and a computer program product for video encoding and video decoding |
-
2020
- 2020-06-10 WO PCT/FI2020/050403 patent/WO2021001594A1/en unknown
- 2020-06-10 EP EP20835330.0A patent/EP3994625A4/en active Pending
Non-Patent Citations (3)
Title |
---|
GEORGE TODERICI ET AL: "Variable Rate Image Compression with Recurrent Neural Networks", 1 March 2016 (2016-03-01), arXiv.org, pages 1 - 12, XP055506355, Retrieved from the Internet <URL:https://arxiv.org/abs/1511.06085> [retrieved on 20180911] * |
See also references of WO2021001594A1 * |
TODERICI GEORGE ET AL: "Full Resolution Image Compression with Recurrent Neural Networks", 2017 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), IEEE COMPUTER SOCIETY, US, 21 July 2017 (2017-07-21), pages 5435 - 5443, XP033249903, ISSN: 1063-6919, [retrieved on 20171106], DOI: 10.1109/CVPR.2017.577 * |
Also Published As
Publication number | Publication date |
---|---|
WO2021001594A1 (en) | 2021-01-07 |
EP3994625A1 (en) | 2022-05-11 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
STAA | Information on the status of an ep patent application or granted ep patent |
Free format text: STATUS: THE INTERNATIONAL PUBLICATION HAS BEEN MADE |
|
PUAI | Public reference made under article 153(3) epc to a published international application that has entered the european phase |
Free format text: ORIGINAL CODE: 0009012 |
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STAA | Information on the status of an ep patent application or granted ep patent |
Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE |
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17P | Request for examination filed |
Effective date: 20220203 |
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AK | Designated contracting states |
Kind code of ref document: A1 Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR |
|
DAV | Request for validation of the european patent (deleted) | ||
DAX | Request for extension of the european patent (deleted) | ||
A4 | Supplementary search report drawn up and despatched |
Effective date: 20230504 |
|
RIC1 | Information provided on ipc code assigned before grant |
Ipc: H04N 19/103 20140101ALI20230426BHEP Ipc: H04N 19/174 20140101ALI20230426BHEP Ipc: H04N 19/162 20140101ALI20230426BHEP Ipc: H04N 19/146 20140101ALI20230426BHEP Ipc: G06N 3/084 20230101ALI20230426BHEP Ipc: G06N 3/045 20230101ALI20230426BHEP Ipc: H04N 19/102 20140101ALI20230426BHEP Ipc: H04N 19/192 20140101ALI20230426BHEP Ipc: G06T 9/00 20060101ALI20230426BHEP Ipc: G06N 20/00 20190101ALI20230426BHEP Ipc: G06N 3/08 20060101AFI20230426BHEP |