Patents by Inventor Jun Xin
Jun Xin 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).
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Publication number: 20260113452Abstract: Improved lossless entropy coding techniques for coding of image data include selecting a context for entropy coding based on an ordered scan path of possible context locations. A symbol for a current location within a source image may be entropy coded based on a context of prior encoded symbols of other locations within source images, where the context is selected based on an ordered scan path enumerating a series of potential context locations within one or more source images. To select a context, a predetermined number of prior symbols may be selected by qualifying or disqualifying locations in the scan path, and then the current symbol may be encoded with a context based on prior symbols corresponding to the first qualifying context locations in the order of the scan path.Type: ApplicationFiled: December 17, 2025Publication date: April 23, 2026Inventors: Yeqing WU, Yunfei ZHENG, Alican NALCI, Yixin DU, Hilmi Enes EGILMEZ, Guoxin JIN, Alexandros TOURAPIS, Jun XIN, Hsi-Jung WU
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Patent number: 12537957Abstract: Improved lossless entropy coding techniques for coding of image data include selecting a context for entropy coding based on an ordered scan path of possible context locations. A symbol for a current location within a source image may be entropy coded based on a context of prior encoded symbols of other locations within source images, where the context is selected based on an ordered scan path enumerating a series of potential context locations within one or more source images. To select a context, a predetermined number of prior symbols may be selected by qualifying or disqualifying locations in the scan path, and then the current symbol may be encoded with a context based on prior symbols corresponding to the first qualifying context locations in the order of the scan path.Type: GrantFiled: September 18, 2023Date of Patent: January 27, 2026Assignee: APPLE INC.Inventors: Yeqing Wu, Yunfei Zheng, Alican Nalci, Yixin Du, Hilmi Enes Egilmez, Guoxin Jin, Alexandros Tourapis, Jun Xin, Hsi-Jung Wu
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Publication number: 20250373842Abstract: Techniques are proposed to improve temporal motion projection in video coding. Candidate reference frames available for use in temporal motion projection are sorted in processing order according to scores assigned based on estimates of the reference frames' suitability for prediction. Such estimates may be based on temporal distance between each candidate reference frame and that reference frame's prediction references. Estimates may be based, for each reference frame, based on an estimate of coding quality of a reference frame from which the respective candidate reference frame makes a prediction reference. Once sorted, the candidate reference frames may be processing in the sorting order to supply prediction data to a current frame that is to be coded from the candidate reference frames. Additionally, hardware friendly designs of motion field hole filling and motion vector smoothing operations are proposed.Type: ApplicationFiled: July 29, 2025Publication date: December 4, 2025Inventors: Yeqing WU, Yunfei ZHENG, Yixin DU, Alican NALCI, Hilmi E. EGILMEZ, Guoxin JIN, Alexandros TOURAPIS, Jun XIN, Hsi-Jung WU
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Patent number: 12452448Abstract: An encoder or decoder can perform enhanced motion vector prediction by receiving an input block of data for encoding or decoding and accessing stored motion information for at least one other block of data. Based on the stored motion information, the encoder or decoder can generate a list of one or more motion vector predictor candidates for the input block in accordance with an adaptive list construction order. The encoder or decoder can predict a motion vector for the input block based on at least one of the one or more motion vector predictor candidates.Type: GrantFiled: May 4, 2022Date of Patent: October 21, 2025Assignee: Apple Inc.Inventors: Yeqing Wu, Alexandros Tourapis, Yunfei Zheng, Hsi-Jung Wu, Jun Xin, Albert E. Keinath, Mei Guo, Alican Nalci
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Publication number: 20250310552Abstract: In an example method, a decoder obtains a data stream representing video content. The video content is partitioned into one or more logical units, and each of the logical units is partitioned into one or more respective logical sub-units. The decoder determines that the data stream includes first data indicating that a first logical unit has been encoded according to a flexible skip coding scheme. In response, the decoder determines a first set of decoding parameters based on the first data, and decodes each of the logical sub-units of the first logical unit according to the first set of decoding parameters.Type: ApplicationFiled: June 11, 2025Publication date: October 2, 2025Inventors: Alican Nalci, Alexandros Tourapis, Hilmi Enes Egilmez, Hsi-Jung Wu, Jun Xin, Yeqing Wu, Yixin Du, Yunfei Zheng
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Patent number: 12395641Abstract: Improved neural-network-based image and video coding techniques are presented, including hybrid techniques that include both tools of a host codec and neural-network-based tools. In these improved techniques, the host coding tools may include conventional video coding standards such H.266 (VVC). In an aspects, source frames may be partitioned and either host or neural-network-based tools may be selected per partition. Coding parameter decisions for a partition may be constrained based on the partitioning and coding tool selection. Rate control for host and neural network tools may be combined. Multi-stage processing of neural network output may use a checkerboard prediction pattern.Type: GrantFiled: September 23, 2022Date of Patent: August 19, 2025Inventors: Alican Nalci, Alexandros Tourapis, Hsi-Jung Wu, Jiefu Zhai, Jingteng Xue, Jun Xin, Mei Guo, Xingyu Zhang, Yeqing Wu, Yunfei Zheng, Jean Begaint
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Patent number: 12395672Abstract: Techniques are proposed to improve temporal motion projection in video coding. Candidate reference frames available for use in temporal motion projection are sorted in processing order according to scores assigned based on estimates of the reference frames' suitability for prediction. Such estimates may be based on temporal distance between each candidate reference frame and that reference frame's prediction references. Estimates may be based, for each reference frame, based on an estimate of coding quality of a reference frame from which the respective candidate reference frame makes a prediction reference. Once sorted, the candidate reference frames may be processing in the sorting order to supply prediction data to a current frame that is to be coded from the candidate reference frames. Additionally, hardware friendly designs of motion field hole filling and motion vector smoothing operations are proposed.Type: GrantFiled: March 1, 2024Date of Patent: August 19, 2025Assignee: APPLE INC.Inventors: Yeqing Wu, Yunfei Zheng, Yixin Du, Alican Nalci, Hilmi E. Egilmez, Guoxin Jin, Alexandros Tourapis, Jun Xin, Hsi-Jung Wu
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Patent number: 12368889Abstract: Techniques are described for express and implied signaling of transform mode selections in video coding. Information derived from coefficient samples in a given transform unit (TU) or prediction unit (PU) may constrain or modify signaling of certain syntax elements at the coding block (CB), TU, or PU levels. For instance, based on the spatial locations of decoded coefficients, the spatial patterns of coefficients, or the correlation with the coefficients in neighboring blocks, various syntax elements such as the transform type and related flags/indices or secondary transform modes/flags indices, a residual coding mode, intra and inter prediction modes, and scanning order may be disabled or constrained. In another case, if the coefficient samples match a desired spatial pattern or have other desired properties then a default transform type, a default secondary transform type, a default intra and inter prediction mode or other block level modes may be inferred at the decoder side.Type: GrantFiled: May 4, 2023Date of Patent: July 22, 2025Assignee: APPLE INC.Inventors: Alican Nalci, Yunfei Zheng, Hilmi E. Egilmez, Yeqing Wu, Yixin Du, Alexandros Tourapis, Jun Xin, Hsi-Jung Wu
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Patent number: 12363331Abstract: In an example method, a decoder obtains a data stream representing video content. The video content is partitioned into one or more logical units, and each of the logical units is partitioned into one or more respective logical sub-units. The decoder determines that the data stream includes first data indicating that a first logical unit has been encoded according to a flexible skip coding scheme. In response, the decoder determines a first set of decoding parameters based on the first data, and decodes each of the logical sub-units of the first logical unit according to the first set of decoding parameters.Type: GrantFiled: December 6, 2022Date of Patent: July 15, 2025Assignee: Apple Inc.Inventors: Alican Nalci, Alexandros Tourapis, Hilmi Enes Egilmez, Hsi-Jung Wu, Jun Xin, Yeqing Wu, Yixin Du, Yunfei Zheng
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Patent number: 12348786Abstract: A cross-component based filtering system is disclosed for video coders and decoders. The filtering system may include a filter having an input for a filter offset and an input for samples reconstructed from coded video data representing a native component of source video on which the filter operates. The offset may be generated at least in part from a sample classifier that classifies samples reconstructed from coded video data representing a color component of the source video orthogonal to the native component according to sample intensity.Type: GrantFiled: November 2, 2022Date of Patent: July 1, 2025Assignee: APPLE INC.Inventors: Yixin Du, Alexandros Tourapis, Yunfei Zheng, Jun Xin, Alican Nalci, Mei T. Guo, Yeqing Wu, Hsi-Jung Wu
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Patent number: 12341971Abstract: Techniques are disclosed for generating virtual reference frames that may be used for prediction of input video frames. The virtual reference frames may be derived from already-coded reference frames and thereby incur reduced signaling overhead. Moreover, signaling of virtual reference frames may be avoided until an encoder selects the virtual reference frame as a prediction reference for a current frame. In this manner, the techniques proposed herein contribute to improved coding efficiencies.Type: GrantFiled: January 20, 2023Date of Patent: June 24, 2025Assignee: APPLE INC.Inventors: Yeqing Wu, Yunfei Zheng, Alexandros Tourapis, Alican Nalci, Yixin Du, Hilmi Enes Egilmez, Albert E. Keinath, Jun Xin, Hsi-Jung Wu
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Patent number: 12267496Abstract: Video coders and decoders perform transform coding and decoding on blocks of video content according to an adaptively selected transform type. The transform types are organized into a hierarchy of transform sets where each transform set includes a respective number of transforms and each higher-level transform set includes the transforms of each lower-level transform set within the hierarchy. The video coders and video decoders may exchange signaling that establishes a transform set context from which a transform set that was selected for coding given block(s) may be identified. The video coders and video decoders may exchange signaling that establishes a transform decoding context from which a transform that was selected from the identified transform set to be used for decoding the transform unit. The block(s) may be coded and decoded by the selected transform.Type: GrantFiled: July 25, 2023Date of Patent: April 1, 2025Assignee: APPLE INC.Inventors: Hilmi Enes Egilmez, Yunfei Zheng, Alican Nalci, Yeqing Wu, Yixin Du, Guoxin Jin, Alexandros Tourapis, Jun Xin, Hsi-Jung Wu
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Patent number: 12267506Abstract: Techniques are disclosed for deriving prediction pixel blocks for use in intra-coding video and combined inter- and intra-coding video. In a first aspect, the techniques may include deriving value(s) for pixel location(s) of the prediction pixel block by, when a prediction direction vector assigned to the prediction vector points to quadrants I or III of a Cartesian plane, deriving the pixel location's value from pixel values in two regions of previously-decoded pixel data intercepted by extending the prediction direction vector in two opposite directions through the pixel location. When the prediction direction vector points toward quadrants II of the Cartesian plane, deriving the pixel location's value from pixel values in one region intercepted by the prediction direction vector through the pixel location, and from a second region intercepted by a vector that is orthogonal to the prediction direction vector.Type: GrantFiled: June 10, 2022Date of Patent: April 1, 2025Assignee: APPLE INC.Inventors: Mei Guo, Jun Xin, Hsi-Jung Wu, Alexandros Tourapis, Krishnakanth Rapaka
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Publication number: 20250080759Abstract: Techniques are disclosed for coding video in applications where regions of video are inactive on a frame to frame basis. According to the techniques, coding processes update and reconstruct only a subset of pixel blocks of pixels within a frame, while other pixel blocks are retained from a previously coded frame stored in a coder's or decoder's reference frame buffer. The technique is called Backward Reference Updating (or “BRU”) for convenience. At a desired pixel block granularity, based on the activity between a current frame to be coded and its reference frame(s), BRU will only perform prediction, transform, quantization, and reconstruction on selected regions that are determined to be active. The reconstructed pixels in these active regions are directly placed onto a specified reference frame in memory instead of creating a new frame. Therefore, fewer memory transfers need to be performed.Type: ApplicationFiled: August 5, 2024Publication date: March 6, 2025Inventors: Guoxin JIN, Yeqing WU, Yunfei ZHENG, Dazhong ZHANG, Dzung T. HOANG, Felix C. FERNANDES, Van Luong PHAM, Jiancong LUO, Yixin DU, Hilmi Enes EGILMEZ, Alican NALCI, Jun XIN, Hsi-Jung WU
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Publication number: 20250080726Abstract: Systems and methods are configured for accessing data representing video content, the data comprising a set of one or more symbols each associated with a syntax element; performing a probability estimation, for encoding the data, comprising: for each symbol, obtaining, based on the syntax element for that symbol, an adaptivity rate parameter value, the adaptivity rate parameter value being a function of a number of symbols in the set of one or more symbols; updating the adaptivity rate parameter value as a function of an adjustment parameter value; and generating, based on the updated adaptivity rate parameter value, a probability value; generating a probability estimation; and encoding, based on the CDF of the probability estimation, the data comprising the set of one or more symbols for transmission.Type: ApplicationFiled: August 29, 2024Publication date: March 6, 2025Inventors: Hilmi Enes Egilmez, Alexandros Tourapis, Alican Nalci, Guoxin Jin, Hsi-Jung Wu, Jun Xin, Yeqing Wu, Yixin Du, Yunfei Zheng
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Publication number: 20250071345Abstract: Disclosed is a method that includes receiving an image frame having a plurality of coded blocks, determining a prediction unit (PU) from the plurality of coded blocks, determining one or more motion compensation units arranged in an array within the PU, and applying a filter to one or more boundaries of the one or more motion compensation units. Also disclosed is a method that includes receiving a reference frame that includes a reference block, determining a timing for deblocking a current block, performing motion compensation on the reference frame to obtain a predicted frame that includes a predicted block, performing reconstruction on the predicted frame to obtain a reconstructed frame that includes a reconstructed PU, and applying, at the timing for deblocking the current block, a deblocking filter based on one or more parameters to the reference block, the predicted block, or the reconstructed PU.Type: ApplicationFiled: November 12, 2024Publication date: February 27, 2025Inventors: Yixin Du, Alexandros Tourapis, Alican Nalci, Guoxin Jin, Hilmi Enes Egilmez, Hsi-Jung Wu, Jun Xin, Yeqing Wu, Yunfei Zheng
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Patent number: 12192440Abstract: Systems and methods disclosed for video compression, utilizing neural networks for predictive video coding. Processes employed combine multiple banks of neural networks with codec system components to carry out the coding and decoding of video data.Type: GrantFiled: January 4, 2022Date of Patent: January 7, 2025Assignee: APPLE INC.Inventors: Jiefu Zhai, Xingyu Zhang, Xiaosong Zhou, Jun Xin, Hsi-Jung Wu, Yeping Su
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Publication number: 20240388720Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for reducing a quantity of buffers for a video codec. One of the methods includes determining, from a plurality of prediction modes, a prediction mode for data that represents frame data in a frame; in response to determining the prediction mode, selecting, using the prediction mode, one or more buffers from a plurality of buffers, each buffer of which is for a prediction mode from the plurality of prediction modes, a first quantity of buffers in the plurality of buffers being less than a second quantity of prediction modes in the plurality of prediction modes; retrieving, from each of the one or more buffers, historical data for the frame data; and in response to retrieving the historical data, generating, using the historical data, updated data for the frame data in the frame of the video sequence.Type: ApplicationFiled: July 25, 2024Publication date: November 21, 2024Inventors: Yunfei Zheng, Alexandros Tourapis, Alican Nalci, Felix C. Fernandes, Hilmi Enes Egilmez, Hsi-Jung Wu, Jaehong Chon, Jun Xin, Yeqing Wu, Yixin Du
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Patent number: 12149699Abstract: Techniques are disclosed by which a coding parameter is determined to encode video data resulting in encoded video data possessing a highest possible video quality. Features may be extracted from an input video sequence. The extracted features may be compared to features described in a model of coding parameters generated by a machine learning algorithm from reviews of previously-coded videos, extracted features of the previously-coded videos, and coding parameters of the previously-coded videos. When a match is detected between the extracted features of the input video sequence and extracted features represented in the model, a determination may be made as to whether coding parameters that correspond to the matching extracted feature correspond to a tier of service to which the input video sequence is to be coded.Type: GrantFiled: October 4, 2021Date of Patent: November 19, 2024Assignee: APPLE INC.Inventors: Yeping Su, Xingyu Zhang, Chris Chung, Jun Xin, Hsi-Jung Wu
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Patent number: 12137199Abstract: A system obtains a data set representing immersive video content for display at a display time, including first data representing the content according to a first level of detail, and second data representing the content according to a second higher level of detail. During one or more first times prior to the display time, the system causes at least a portion of the first data to be stored in a buffer. During one or more second times prior to the display time, the system generates a prediction of a viewport for displaying the content to a user at the display time, identifies a portion of the second data corresponding to the prediction of the viewport, and causes the identified portion of the second data to be stored in the video buffer. At the display time, the system causes the content to be displayed to the user using the video buffer.Type: GrantFiled: January 8, 2024Date of Patent: November 5, 2024Assignee: Apple Inc.Inventors: Fanyi Duanmu, Jun Xin, Hsi-Jung Wu, Xiaosong Zhou