Patents by Inventor Du Liu

Du Liu has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20250254298
    Abstract: A method for generating an encoded video or a decoded video is provided. The method comprises obtaining values of reconstructed samples, and obtaining input information comprising any one or a combination of: i) information about filtered samples, ii) information about predicted samples, or iii) information about skipped samples. The method further comprises providing the values of reconstructed samples and the input information to a machine learning, ML, model, thereby generating at least one ML output data, and based at least on said at least one ML output data, generating the encoded video or the decoded video.
    Type: Application
    Filed: April 12, 2023
    Publication date: August 7, 2025
    Applicant: Telefonaktiebolaget LM Ericsson (publ)
    Inventors: Du LIU, Jacob STRÖM, Kenneth ANDERSSON, Yun LI, Mitra DAMGHANIAN, Ruoyang YU, Per WENNERSTEN
  • Patent number: 12382091
    Abstract: A method of performing bi-directional optical flow, BDOF, processing for a video sequence of images, with each image including a plurality of blocks with bidirectional-predicted inter coding blocks, BPICBs. The method includes obtaining a shifted pair of refinement parameters per a subblock of a bidirectional-predicted inter coding block, wherein the shifted pair of refinement parameters includes a shifted first refinement parameter and a shifted second refinement parameter.
    Type: Grant
    Filed: February 16, 2024
    Date of Patent: August 5, 2025
    Assignee: Telefonaktiebolaget LM Ericsson (publ)
    Inventors: Du Liu, Ruoyang Yu
  • Patent number: 12363305
    Abstract: There is provided a method for processing a bitstream. The method comprises determining a value, N, wherein N identifies a number of ordered layer representations, wherein N is greater than or equal to 3 such that the N ordered layer representations comprises a highest layer representation, a second highest layer representation, and a third highest layer representation. The method further comprises determining a value for the highest layer representation. The method comprises, after determining the value for the highest layer representation and before determining a value for the third highest layer representation, determining a value for the second highest layer representation. The method comprises, after determining the value for the second highest layer representation, determining a value for the third highest layer representation.
    Type: Grant
    Filed: January 27, 2021
    Date of Patent: July 15, 2025
    Assignee: TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
    Inventors: Rickard Sjöberg, Martin Pettersson, Mitra Damghanian, Jacob Ström, Zhi Zhang, Jack Enhorn, Ruoyang Yu, Du Liu
  • Publication number: 20250218050
    Abstract: There is provided a method of generating encoded video data or decoded video data. The method comprises providing input data to a first convolution layer, CL, thereby generating first convoluted data, generating residual data based on the first convoluted data, and generating the encoded video data or the decoded video data based on a combination of the input data and the residual data.
    Type: Application
    Filed: July 5, 2023
    Publication date: July 3, 2025
    Inventors: Yun LI, Jacob STRÖM, Du LIU, Per WENNERSTEN, Mitra DAMGHANIAN
  • Publication number: 20250178902
    Abstract: A method for producing phosphorus trifluoride and a method for producing phosphorus pentafluoride, which have high reaction efficiency, low reaction temperature and an excellent energy efficiency. The method includes: a step of introducing phosphorus trichloride and hydrogen fluoride into a first reactor, and a step of discharging phosphorus trifluoride from the first reactor, the first reactor contains carbon material. The method includes a step of introducing the phosphorus trifluoride obtained above and chlorine into a second reactor, and a step of discharging dichloro-phosphorus trifluoride from the second reactor. The method further includes a step of introducing the dichloro-phosphorus trifluoride obtained above and hydrogen fluoride into a third reactor; and a step of discharging phosphorus pentafluoride from the third reactor.
    Type: Application
    Filed: March 8, 2022
    Publication date: June 5, 2025
    Applicants: CENTRAL GLASS COMPANY, LIMITED, JIUJIANG TINCI MATERIALS TECHNOLOGY CO., LTD.
    Inventors: Hiroki MATSUZAKI, Shintaro SASAKI, Jianjun DENG, Du LIU
  • Publication number: 20250119570
    Abstract: A method for determining a prediction block for decoding or encoding a current block in a current picture of a video stream. The method includes obtaining a pair of initial motion vectors comprising a first and a second initial motion vector. The method also includes determining whether to refine the initial motion vectors. The step of determining whether or not to refine the initial motion vectors comprises: i) determining whether a first prediction scheme and/or a second prediction scheme is enabled and ii) determining to refrain from refining the initial motion vectors as a result of determining that either the first prediction scheme or second prediction scheme is enabled or determining to refine the initial motion vectors as a result of determining neither the first prediction scheme nor second prediction scheme is enabled.
    Type: Application
    Filed: October 14, 2024
    Publication date: April 10, 2025
    Applicant: Telefonaktiebolaget LM Ericsson (publ)
    Inventors: Ruoyang YU, Du LIU
  • Publication number: 20250071283
    Abstract: There is provided a method. The method comprises obtaining a weighting factor. The method comprises obtaining input sample values. The method further comprises determining neural network, NN, filtered sample values by providing the input sample values to a neural network. The method comprises determining revised sample values based on (i) the weighting factor and (ii) the NN filtered sample values.
    Type: Application
    Filed: December 14, 2022
    Publication date: February 27, 2025
    Applicant: Telefonaktiebolaget LM Ericsson (publ)
    Inventors: Kenneth ANDERSSON, Jacob STRÖM, Du LIU
  • Patent number: 12238316
    Abstract: A method and decoder for determining that a decoder conforming to a first profile is capable of decoding a first picture of a video bitstream conforming to a second profile is provided. The method includes obtaining an indicator value, the indicator value indicating conformance to a profile. The method includes determining whether the first picture in the video bitstream is a still picture. The method includes responsive to the indicator value indicating conformance to the second profile and the first picture is determined to be a still picture, determining that the decoder conforming to the first profile is capable of decoding the first picture of the video bitstream.
    Type: Grant
    Filed: June 7, 2021
    Date of Patent: February 25, 2025
    Assignee: TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
    Inventors: Martin Pettersson, Rickard Sjöberg, Mitra Damghanian, Ruoyang Yu, Jacob Ström, Jack Enhorn, Du Liu
  • Publication number: 20250056066
    Abstract: A method for encoding or decoding an image is provided. The method comprises obtaining pixel values of pixels included in the image. The method further comprises converting the pixel values into convoluted values using a convolution network that comprises a first convolution layer, wherein the first convolution layer is configured to receive first input values and generate first output values using a convolution operation. The method further comprises obtaining first quality values, and (i) combining the first quality values with the pixel values, thereby generating the first input values or (ii) combining the first quality values with the first output values, thereby generating first combined values.
    Type: Application
    Filed: December 23, 2021
    Publication date: February 13, 2025
    Applicant: Telefonaktiebolaget LM Ericsson (publ)
    Inventors: Yun LI, Jacob STRÖM, Christopher HOLLMANN, Du LIU
  • Publication number: 20240414379
    Abstract: There is provided a method. The method comprises obtaining an input video frame data associated with an input video frame. The method comprises performing a deblocking filtering operation on one or more samples included in the input video frame, thereby generating one or more deblocked samples. The method further comprises performing a machine-learning (ML)-based filtering operation and/or adaptive loop filtering operation on one or more samples included in the input video frame, thereby generating one or more filtered samples. The method comprises, using said one or more deblocked samples and/or said one or more filtered samples, producing encoded or decoded video frame data including an encoded or decoded video frame.
    Type: Application
    Filed: August 24, 2022
    Publication date: December 12, 2024
    Applicant: Telefonaktiebolaget LM Ericsson (publ)
    Inventors: Kenneth ANDERSSON, Jacob STRÖM, Du LIU
  • Publication number: 20240397043
    Abstract: There is provided a method for decoding a video frame. The method comprises receiving an encoded video frame sequence data associated with a video frame sequence, wherein the video frame sequence includes the video frame. The method comprises deriving from the received encoded video frame sequence data (i) sample value information of one or more blocks and/or (ii) block information about said one or more blocks. The method further comprises, based on (i) the derived sample value information and/or (ii) the derived block information, selecting from a set of machine learning, ML, models at least one ML model to use for decoding the video frame. The method comprises decoding the video frame using the selected at least one ML model.
    Type: Application
    Filed: September 16, 2022
    Publication date: November 28, 2024
    Applicant: Telefonaktiebolaget LM Ericsson (publ)
    Inventors: Mitra DAMGHANIAN, Du LIU, Jacob STRÖM
  • Patent number: 12149730
    Abstract: A method for determining a prediction block for decoding or encoding a current block in a current picture of a video stream. The method includes obtaining a pair of initial motion vectors, the pair of initial motion vectors comprising a first initial motion vector and a second initial motion vector. The method also includes determining whether or not to refine the initial motion vectors. The method further includes refining the initial motion vectors as a result of determining to refine the initial motion vectors.
    Type: Grant
    Filed: March 5, 2020
    Date of Patent: November 19, 2024
    Assignee: TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
    Inventors: Ruoyang Yu, Du Liu
  • Publication number: 20240283912
    Abstract: There are provided mechanisms for temporal motion vector prediction of a current picture in a series of pictures of a video sequence. The method comprises determining, for a current block of the current picture, whether any one of: left, top, top-right and left-bottom spatial neighboring blocks of the current block in the current picture uses a collocated picture as a reference picture. The method further comprises, when the determination is that one of the left, top, top-right and left-bottom spatial neighboring block uses a collocated picture as a reference picture, using a motion vector of the one of the spatial neighboring blocks as a temporal vector of the current block.
    Type: Application
    Filed: April 29, 2024
    Publication date: August 22, 2024
    Inventors: Ruoyang YU, Kenneth ANDERSSON, Du LIU
  • Publication number: 20240259581
    Abstract: A method for decoding a current block in a current picture of a video bitstream includes decoding, from the video bitstream, a first motion vector for the current block relative to a first reference block of a first reference picture having a first picture order count, and decoding, from the video bitstream, a second motion vector for the current block relative to a second reference block of a second reference picture having a second picture order count. A similarity metric is generated based on a comparison of the first motion vector and the second motion vector. The method further includes determining whether to refine the first motion vector based on the similarity metric, generating a first refined motion vector from the first motion vector, and performing motion compensation to derive a first reference block from the first reference picture using the first refined motion vector.
    Type: Application
    Filed: February 16, 2024
    Publication date: August 1, 2024
    Inventors: Du LIU, Rickard SJÖBERG, Jacob STRÖM, Ruoyang YU
  • Publication number: 20240187643
    Abstract: A method of performing bi-directional optical flow, BDOF, processing for a video sequence of images, with each image including a plurality of blocks with bidirectional-predicted inter coding blocks, BPICBs. The method includes obtaining a shifted pair of refinement parameters per a subblock of a bidirectional-predicted inter coding block, wherein the shifted pair of refinement parameters includes a shifted first refinement parameter and a shifted second refinement parameter.
    Type: Application
    Filed: February 16, 2024
    Publication date: June 6, 2024
    Inventors: Du LIU, Ruoyang YU
  • Patent number: 12003702
    Abstract: There are provided mechanisms for temporal motion vector prediction of a current picture in a series of pictures of a video sequence. The method comprises determining, for a current block of the current picture, whether any one of: left, top, top-right and left-bottom spatial neighboring blocks of the current block in the current picture uses a collocated picture as a reference picture. The method further comprises, when the determination is that one of the left, top, top-right and left-bottom spatial neighboring block uses a collocated picture as a reference picture, using a motion vector of the one of the spatial neighboring blocks as a temporal vector of the current block.
    Type: Grant
    Filed: June 22, 2022
    Date of Patent: June 4, 2024
    Assignee: Telefonaktiebolaget LM Ericsson (publ)
    Inventors: Ruoyang Yu, Kenneth Andersson, Du Liu
  • Publication number: 20240163471
    Abstract: A decoder can be configured to obtain a current inter block and a plurality of previously decoded inter blocks. Each inter block of the plurality of inter blocks can include a motion vector having a resolution. The decoder generates a list of motion vector predictor candidates that is used to predict the motion vector that is associated with the current inter block. Generating the list of motion vector predictor candidates can include defining a set of inter blocks that includes a number of previously decoded inter blocks; scanning the inter blocks in the set of inter blocks in a scanning order; and for each of the inter blocks in the set of inter blocks: deriving a motion vector prediction candidate using the motion vector of the inter block; and determining whether a criterion is satisfied.
    Type: Application
    Filed: January 24, 2024
    Publication date: May 16, 2024
    Inventors: Ruoyang YU, Du LIU, Per WENNERSTEN, Kenneth ANDERSSON, Rickard SJÖBERG
  • Patent number: 11936904
    Abstract: A method of performing bi-directional optical flow, BDOF, processing for a video sequence of images, with each image including a plurality of blocks with bidirectional-predicted inter coding blocks, BPICBs. The method includes obtaining a shifted pair of refinement parameters per a subblock of a bidirectional-predicted inter coding block, wherein the shifted pair of refinement parameters includes a shifted first refinement parameter and a shifted second refinement parameter.
    Type: Grant
    Filed: September 17, 2020
    Date of Patent: March 19, 2024
    Assignee: Telefonaktiebolaget LM Ericsson (publ)
    Inventors: Du Liu, Ruoyang Yu
  • Patent number: 11936859
    Abstract: Methods and apparatuses for video processing. In one aspect, filtering is applied after applying a set of offset values to one or more coefficients. The application of an offset value may be based on a determination as to whether the coefficient meets a threshold value.
    Type: Grant
    Filed: July 2, 2019
    Date of Patent: March 19, 2024
    Assignee: TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)
    Inventors: Per Wennersten, Jacob Ström, Jack Enhorn, Du Liu
  • Patent number: 11930205
    Abstract: A method for decoding a current block in a current picture of a video bitstream includes decoding, from the video bitstream, a first motion vector for the current block relative to a first reference block of a first reference picture having a first picture order count, and decoding, from the video bitstream, a second motion vector for the current block relative to a second reference block of a second reference picture having a second picture order count. A similarity metric is generated based on a comparison of the first motion vector and the second motion vector. The method further includes determining whether to refine the first motion vector based on the similarity metric, generating a first refined motion vector from the first motion vector, and performing motion compensation to derive a first reference block from the first reference picture using the first refined motion vector.
    Type: Grant
    Filed: January 3, 2022
    Date of Patent: March 12, 2024
    Assignee: Telefonaktiebolaget LM Ericsson (publ)
    Inventors: Du Liu, Rickard Sjöberg, Jacob Ström, Ruoyang Yu