公开(公告)号：US20230300356A1

公开(公告)日：2023-09-21

申请号：US18110226

申请日：2023-02-15

Applicant: ATEME

Inventor： Thomas Guionnet ,  Marwa Tarchouli

IPC: H04N19/42 ,  H04N19/119 ,  H04N19/176 ,  H04N19/80 ,  H04N19/147 ,  G06N20/00

CPC classification number: H04N19/42 ,  G06N20/00 ,  H04N19/119 ,  H04N19/147 ,  H04N19/176 ,  H04N19/80 ,  H04N19/593

Abstract: A method for encoding image data of an image divided into a plurality of pixel blocks using a machine learning algorithm, is proposed, which comprises, by a computing platform comprising a processor configured for implementing the machine learning algorithm, for a block of the pixel blocks: obtaining a block neighborhood set of at least one pixel of the image, wherein the at least one pixel is located outside the block in a spatial neighborhood of a corresponding pixel located on an edge of the pixel block, and generating, by the machine learning algorithm configured for performing end-to-end image compression, a bitstream representing the encoded pixel block, by encoding the pixel block based on input data comprising the pixel block and the block neighborhood set.