公开(公告)号：US12256084B2

公开(公告)日：2025-03-18

申请号：US18096424

申请日：2023-01-12

Applicant: Mellanox Technologies, Ltd.

Inventor： Eshed Ram ,  Dotan David Levi ,  Assaf Hallak ,  Shie Mannor ,  Gal Chechik ,  Eyal Frishman ,  Ohad Markus ,  Dror Porat ,  Assaf Weissman

IPC: H04N7/12 ,  H04N19/149 ,  H04N19/154 ,  H04N19/172

Abstract: A system includes a processing device to receive a video content, a quality metric, and a target bit rate for encoding the video content. The system includes encoding hardware to perform frame encoding on the video content and a controller coupled between the processing device and the encoding hardware. The controller is programmed with machine instructions to generate first QP values on a per-frame basis using a frame machine learning model with a first plurality of weights. The first plurality of weights depends at least in part on the quality metric and the target bit rate. The controller is further programmed to provide the first QP values to the encoding hardware for rate control of the frame encoding.

公开(公告)号：US11057637B1

公开(公告)日：2021-07-06

申请号：US16775463

申请日：2020-01-29

Applicant: Mellanox Technologies, Ltd. ,  BEAMR IMAGING LTD.

Inventor： Dotan David Levi ,  Assaf Weissman ,  Ohad Markus ,  Uri Gadot ,  Aviad Raveh ,  Tamar Shoham

IPC: H04N19/52 ,  H04N19/177 ,  H04N19/176

Abstract: A video processor includes a memory and a processor. The processor is coupled to memory and is configured to store in the memory (i) multiple raw frames belonging to a Group of Pictures (GOP) to be processed, and (ii) one or more reference frames. The processor is further configured to select for multiple target blocks having a same block-location in respective raw frames associated with a common reference frame, a common search region in the common reference frame, and before selecting another search region, to apply at least two motion estimation operations using at least two of the target blocks and the common search region, to estimate respective at least two Motion Vectors (MVs).

公开(公告)号：US20200014918A1

公开(公告)日：2020-01-09

申请号：US16291023

申请日：2019-03-04

Applicant: Mellanox Technologies, Ltd.

Inventor： Dotan David Levi ,  Assaf Weissman ,  Kobi Pines ,  Noam Bloch ,  Erez Yaacov ,  Ariel Naftali Cohen

IPC: H04N19/105 ,  H04N19/176 ,  H04N19/139

Abstract: A system including an acceleration device including input circuitry configured, for each of a first plurality of video frames to be encoded, to receive an input including at least one raw video frame and at least one reference frame, and to divide each of the first plurality of video frames to be encoded into a second plurality of blocks, and similarity computation circuitry configured, for each one of the first plurality of video frame to be encoded: for each the block of the second plurality of blocks, to produce a score of result blocks based on similarity of each the block in each frame to be encoded to every block of the reference frame, and a displacement vector. Related apparatus and methods are also provided.

公开(公告)号：US20240333915A1

公开(公告)日：2024-10-03

申请号：US18738013

申请日：2024-06-09

Applicant: Mellanox Technologies, Ltd.

Inventor： Dotan David Levi ,  Assaf Weissman ,  Kobi Pines ,  Noam Bloch ,  Erez Yaacov ,  Ariel Naftali Cohen

IPC: H04N19/105 ,  H04N19/139 ,  H04N19/147 ,  H04N19/176

CPC classification number: H04N19/105 ,  H04N19/139 ,  H04N19/176 ,  H04N19/147

Abstract: A system for video encoding includes an acceleration device, to select from a video stream a target video frame and one or more reference frames. The target and reference frames are divided into respective first pluralities of first blocks of a first size and into respective second pluralities of second blocks of a second size, larger than the first size. At least a first map and a second map are computed, including respective motion vectors between each first block in the target video frame and corresponding first blocks in the reference frames, and between each second block in the target video frame and corresponding second blocks in the one or more reference frames. A control unit encodes the target video frame based on at least one of the reference frames by selecting motion vectors from among the motion vectors in the first and second maps.

公开(公告)号：US20230012939A1

公开(公告)日：2023-01-19

申请号：US17898496

申请日：2022-08-30

Applicant: MELLANOX TECHNOLOGIES, LTD.

Inventor： Dotan David Levi ,  Assaf Weissman ,  Kobi Pines ,  Noam Bloch ,  Erez Yaacov ,  Ariel Naftali Cohen

IPC: H04N19/42 ,  H04N19/119 ,  H04N19/176 ,  H04N19/105 ,  H04N19/132

Abstract: A system including an acceleration device including input circuitry configured, for each of a first plurality of video frames to be encoded, to receive an input including at least one raw video frame and at least one reference frame, and to divide each of the first plurality of video frames to be encoded into a second plurality of blocks, and similarity computation circuitry configured, for each one of the first plurality of video frame to be encoded: for each block of the second plurality of blocks, to produce a score of result blocks based on similarity of each block in each frame to be encoded to every block of the reference frame, an AC energy coefficient, and a displacement vector. Related apparatus and methods are also provided.

公开(公告)号：US12238273B2

公开(公告)日：2025-02-25

申请号：US17095765

申请日：2020-11-12

Applicant: MELLANOX TECHNOLOGIES, LTD. ,  BEAMR IMAGING LTD.

Inventor： Dotan David Levi ,  Assaf Weissman ,  Ohad Markus ,  Uri Gadot ,  Aviad Raveh ,  Dror Gill ,  Nikolay Terterov ,  Pavel Titkov ,  Alexey Mitkovets ,  Alexey Martemyanov ,  Alexander Zheludkov

IPC: H04N19/105 ,  H04N19/119 ,  H04N19/159 ,  H04N19/176 ,  H04N19/51

Abstract: A video coding system including an acceleration device including input circuitry configured, for each of a first plurality of video frames to be encoded, to receive an input including at least one raw video frame and at least one reference frame, and to divide each of the first plurality of video frames to be encoded into a second plurality of blocks, and similarity computation circuitry configured, for each one of the first plurality of video frame to be encoded: for each the block of the second plurality of blocks, to produce an intra-prediction hint and an intra-prediction direction. Related apparatus and methods are also provided.

公开(公告)号：US20240244225A1

公开(公告)日：2024-07-18

申请号：US18096428

申请日：2023-01-12

Applicant: Mellanox Technologies, Ltd.

Inventor： Eshed Ram ,  Dotan David Levi ,  Assaf Hallak ,  Shie Mannor ,  Gal Chechik ,  Eyal Frishman ,  Ohad Markus ,  Dror Porat ,  Assaf Weissman

IPC: H04N19/147 ,  H04N19/124 ,  H04N19/172

CPC classification number: H04N19/147 ,  H04N19/124 ,  H04N19/172

Abstract: A system includes a processing device to receive video content, metadata related to the video content, and a target bit rate for encoding the video content. The processing device further detects a content type of the video content based on the metadata and encodes hardware to perform frame encoding on the video content. The system further includes a controller coupled between the processing device and the encoding hardware. The controller is programmed with machine instructions to generate first QP values on a per-frame basis using a frame machine learning model with a first plurality of weights. The first plurality of weights depends at least in part on the content type and the target bit rate. The controller further provides the first QP values to the encoding hardware for rate control of the frame encoding.

公开(公告)号：US20210235107A1

公开(公告)日：2021-07-29

申请号：US16775463

申请日：2020-01-29

Applicant: Mellanox Technologies, Ltd. ,  BEAMR IMAGING LTD.

Inventor： Dotan David Levi ,  Assaf Weissman ,  Ohad Markus ,  Uri Gadot ,  Aviad Raveh ,  Tamar Shoham

IPC: H04N19/52 ,  H04N19/176 ,  H04N19/177

Abstract: A video processor includes a memory and a processor. The processor is coupled to memory and is configured to store in the memory (i) multiple raw frames belonging to a Group of Pictures (GOP) to be processed, and (ii) one or more reference frames. The processor is further configured to select for multiple target blocks having a same block-location in respective raw frames associated with a common reference frame, a common search region in the common reference frame, and before selecting another search region, to apply at least two motion estimation operations using at least two of the target blocks and the common search region, to estimate respective at least two Motion Vectors (MVs).

公开(公告)号：US20250106386A1

公开(公告)日：2025-03-27

申请号：US18973160

申请日：2024-12-09

Applicant: Mellanox Technologies, Ltd. ,  BEAMR Imaging Ltd.

Inventor： Dotan David Levi ,  Assaf Weissman ,  Ohad Markus ,  Uri Gadot ,  Aviad Raveh ,  Dror Gill ,  Nikolay Terterov ,  Pavel Titkov ,  Alexey Mitkovets ,  Alexey Martemyanov ,  Alexander Zheludkov

IPC: H04N19/105 ,  H04N19/119 ,  H04N19/159 ,  H04N19/176 ,  H04N19/51

Abstract: A video coding system including an acceleration device including input circuitry configured, for each of a first plurality of video frames to be encoded, to receive an input including at least one raw video frame and at least one reference frame, and to divide each of the first plurality of video frames to be encoded into a second plurality of blocks, and similarity computation circuitry configured, for each one of the first plurality of video frame to be encoded: for each the block of the second plurality of blocks, to produce an intra-prediction hint and an intra-prediction direction. Related apparatus and methods are also provided.

公开(公告)号：US12058309B2

公开(公告)日：2024-08-06

申请号：US16291023

申请日：2019-03-04

Applicant: Mellanox Technologies, Ltd.

Inventor： Dotan David Levi ,  Assaf Weissman ,  Kobi Pines ,  Noam Bloch ,  Erez Yaacov ,  Ariel Naftali Cohen

IPC: H04N19/105 ,  H04N19/139 ,  H04N19/147 ,  H04N19/176

CPC classification number: H04N19/105 ,  H04N19/139 ,  H04N19/176 ,  H04N19/147

Abstract: A system including an acceleration device including input circuitry configured, for each of a first plurality of video frames to be encoded, to receive an input including at least one raw video frame and at least one reference frame, and to divide each of the first plurality of video frames to be encoded into a second plurality of blocks, and similarity computation circuitry configured, for each one of the first plurality of video frame to be encoded: for each the block of the second plurality of blocks, to produce a score of result blocks based on similarity of each the block in each frame to be encoded to every block of the reference frame, and a displacement vector. Related apparatus and methods are also provided.