Invention Application
- Patent Title: An Apparatus, A Method and a Computer Program for Video Coding and Decoding
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Application No.: US16771115Application Date: 2018-12-03
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Publication No.: US20210195206A1Publication Date: 2021-06-24
- Inventor: Miska Hannuksela , Mikko Honkala , Jani Lainema , Francesco Cricri , Emre Aksu
- Applicant: Nokia Technologies Oy
- Applicant Address: FI Espoo
- Assignee: Nokia Technologies Oy
- Current Assignee: Nokia Technologies Oy
- Current Assignee Address: FI Espoo
- Priority: FI20176115 20171213
- International Application: PCT/FI2018/050874 WO 20181203
- Main IPC: H04N19/149
- IPC: H04N19/149 ; H04N19/65 ; H04N19/436 ; H04N19/176 ; G06N3/08

Abstract:
A method comprising: deriving a first prediction block (608) at least partly based on an output of a neural net (602) using a first set of parameters; deriving a first encoded prediction error block (614-620) through encoding a difference of the first prediction block and a first input block; encoding (620) the first encoded prediction error block into a bitstream; deriving a first reconstructed prediction error block (624) from the first encoded prediction error block; deriving a training signal (628) from one or both of the first encoded prediction error block and/or the first reconstructed prediction error block (624); retraining (630) the neural net (602) with the training signal (628) to obtain a second set of parameters for the neural net (602); deriving a second prediction block (608) at least partly based on an output of the neural net using the second set of parameters; deriving a second encoded prediction error block (614-620) through encoding a difference of the second prediction block and a second input block; and encoding (620) the second encoded prediction error block into a bitstream. The invention relates to image or video encoding or decoding, especially by online training a neural network (602) that is in the prediction loop.
Public/Granted literature
- US11228767B2 Apparatus, a method and a computer program for video coding and decoding Public/Granted day:2022-01-18
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