TW202247650A - 使用機器學習系統進行隱式圖像和視訊壓縮 - Google Patents

使用機器學習系統進行隱式圖像和視訊壓縮 Download PDF

Info

Publication number
TW202247650A
TW202247650A TW111112832A TW111112832A TW202247650A TW 202247650 A TW202247650 A TW 202247650A TW 111112832 A TW111112832 A TW 111112832A TW 111112832 A TW111112832 A TW 111112832A TW 202247650 A TW202247650 A TW 202247650A
Authority
TW
Taiwan
Prior art keywords
model
image
neural network
weight values
weight
Prior art date
Application number
TW111112832A
Other languages
English (en)
Chinese (zh)
Inventor
張雲帆
提斯吉安 凡羅贊達爾
塔可塞巴斯蒂安 柯恩
馬庫斯 納格爾
約翰亨里希 布雷默
Original Assignee
美商高通公司
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 美商高通公司 filed Critical 美商高通公司
Publication of TW202247650A publication Critical patent/TW202247650A/zh

Links

Images

Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/102—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or selection affected or controlled by the adaptive coding
    • H04N19/124—Quantisation
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/102—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or selection affected or controlled by the adaptive coding
    • H04N19/124—Quantisation
    • H04N19/126—Details of normalisation or weighting functions, e.g. normalisation matrices or variable uniform quantisers
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/50—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using predictive coding
    • H04N19/503—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using predictive coding involving temporal prediction
    • H04N19/51—Motion estimation or motion compensation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G06N3/0455—Auto-encoder networks; Encoder-decoder networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0495—Quantised networks; Sparse networks; Compressed networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T9/00—Image coding
    • G06T9/002—Image coding using neural networks
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/102—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or selection affected or controlled by the adaptive coding
    • H04N19/103—Selection of coding mode or of prediction mode
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/134—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
    • H04N19/146—Data rate or code amount at the encoder output
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/134—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the element, parameter or criterion affecting or controlling the adaptive coding
    • H04N19/146—Data rate or code amount at the encoder output
    • H04N19/147—Data rate or code amount at the encoder output according to rate distortion criteria
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/169—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding
    • H04N19/17—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding the unit being an image region, e.g. an object
    • H04N19/172—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding the unit being an image region, e.g. an object the region being a picture, frame or field
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/46—Embedding additional information in the video signal during the compression process
    • H04N19/463—Embedding additional information in the video signal during the compression process by compressing encoding parameters before transmission
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/50—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using predictive coding
    • H04N19/503—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using predictive coding involving temporal prediction
    • H04N19/51—Motion estimation or motion compensation
    • H04N19/537—Motion estimation other than block-based
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/90—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using coding techniques not provided for in groups H04N19/10-H04N19/85, e.g. fractals
    • H04N19/91—Entropy coding, e.g. variable length coding [VLC] or arithmetic coding
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/169—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding
    • H04N19/177—Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding characterised by the coding unit, i.e. the structural portion or semantic portion of the video signal being the object or the subject of the adaptive coding the unit being a group of pictures [GOP]

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • General Physics & Mathematics (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Compression Or Coding Systems Of Tv Signals (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
  • Compression, Expansion, Code Conversion, And Decoders (AREA)
  • Compression Of Band Width Or Redundancy In Fax (AREA)
TW111112832A 2021-05-21 2022-04-01 使用機器學習系統進行隱式圖像和視訊壓縮 TW202247650A (zh)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US202163191606P 2021-05-21 2021-05-21
US63/191,606 2021-05-21
US17/645,018 2021-12-17
US17/645,018 US12206851B2 (en) 2021-05-21 2021-12-17 Implicit image and video compression using machine learning systems

Publications (1)

Publication Number Publication Date
TW202247650A true TW202247650A (zh) 2022-12-01

Family

ID=81392695

Family Applications (1)

Application Number Title Priority Date Filing Date
TW111112832A TW202247650A (zh) 2021-05-21 2022-04-01 使用機器學習系統進行隱式圖像和視訊壓縮

Country Status (7)

Country Link
US (1) US12206851B2 (https=)
EP (1) EP4342178A1 (https=)
JP (1) JP2024519791A (https=)
KR (1) KR20240012374A (https=)
BR (1) BR112023023427A2 (https=)
TW (1) TW202247650A (https=)
WO (1) WO2022245434A1 (https=)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI860908B (zh) * 2023-12-05 2024-11-01 鴻海精密工業股份有限公司 全景環視模型構建方法、車載裝置及儲存介質
TWI879031B (zh) * 2023-05-30 2025-04-01 宏碁股份有限公司 分散式資料處理系統及方法
TWI893755B (zh) * 2023-04-10 2025-08-11 南韓商蒂普愛可斯有限公司 神經處理單元、vcm解碼器和vcm編碼器
US12573184B2 (en) 2023-05-30 2026-03-10 Acer Incorporated System and method for presenting three-dimensional content and three-dimensional content calculation apparatus

Families Citing this family (56)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11922314B1 (en) 2018-11-30 2024-03-05 Ansys, Inc. Systems and methods for building dynamic reduced order physical models
US11858514B2 (en) 2021-03-30 2024-01-02 Zoox, Inc. Top-down scene discrimination
US11810225B2 (en) * 2021-03-30 2023-11-07 Zoox, Inc. Top-down scene generation
US12159438B2 (en) * 2021-04-19 2024-12-03 Tencent America LLC Substitutional input optimization for adaptive neural image compression with smooth quality control
US12482256B2 (en) * 2021-06-22 2025-11-25 Electronics And Telecommunications Research Institute Method and apparatus for compression of a task output by machine learning
US20230013421A1 (en) * 2021-07-14 2023-01-19 Sony Group Corporation Point cloud compression using occupancy networks
CN118489136A (zh) * 2021-10-06 2024-08-13 谷歌有限责任公司 多语种asr的联合无监督和监督训练
US11995548B2 (en) * 2021-10-21 2024-05-28 Visa International Service Association Method, system, and computer program product for embedding compression and regularization
US20230196072A1 (en) * 2021-12-16 2023-06-22 Nokia Technologies Oy Iterative overfitting and freezing of decoder-side neural networks
EP4454276A1 (en) * 2021-12-20 2024-10-30 InterDigital VC Holdings, Inc. Temporal attention-based neural networks for video compression
DE112022006625T5 (de) * 2022-02-08 2024-12-05 Nvidia Corporation Bilderzeugung unter verwendung eines neuronalen netzes
US20250294152A1 (en) * 2022-04-28 2025-09-18 Intellectual Discovery Co., Ltd. Neural network-based video compression method using motion vector field compression
US12354341B2 (en) * 2022-05-20 2025-07-08 Samsung Electronics Co., Ltd. Low-power change-based neural network inference for image processing
US11743552B1 (en) * 2022-06-03 2023-08-29 International Business Machines Corporation Computer technology for enhancing images with a generative adversarial network
US11689601B1 (en) * 2022-06-17 2023-06-27 International Business Machines Corporation Stream quality enhancement
KR20240081980A (ko) * 2022-12-01 2024-06-10 삼성전자주식회사 비디오 변환 방법 및 그 장치
EP4390774A1 (en) * 2022-12-21 2024-06-26 Fondation B-COM Method and device for decoding a bitstream
US12602834B2 (en) * 2022-12-27 2026-04-14 Tencent America LLC Long-range context model in neural image compression
US12556718B2 (en) * 2022-12-29 2026-02-17 Samsung Electronics Co., Ltd. Electronic device and method with image encoding and decoding
US12566627B2 (en) * 2023-01-20 2026-03-03 Dell Products L.P. Predicting the next best compressor in a stream data platform
US12499676B2 (en) * 2023-01-25 2025-12-16 Qualcomm Incorporated Recurrent neural networks for high resolution image and video processing
CN115834890B (zh) * 2023-02-08 2023-04-28 哈尔滨工业大学(深圳)(哈尔滨工业大学深圳科技创新研究院) 一种图像压缩方法、装置、设备及存储介质
US12542909B2 (en) * 2023-02-13 2026-02-03 Nec Corporation Analytics-aware video compression for decision making in teleoperated vehicle control
US12167003B2 (en) * 2023-02-19 2024-12-10 Deep Render Ltd. Method and data processing system for lossy image or video encoding, transmission, and decoding
US12284364B2 (en) * 2023-03-06 2025-04-22 Sony Interactive Entertainment Inc. Machine learning (ML)-based rate control algorithm to find quantization parameter (QP)
CN120937372A (zh) * 2023-03-20 2025-11-11 现代自动车株式会社 使用隐式神经表示模型的视频编码方法和设备
US12587663B2 (en) * 2023-03-22 2026-03-24 Qualcomm Incorporated Sliding-window rate-distortion optimization in neural network-based video coding
US12585816B2 (en) * 2023-03-27 2026-03-24 Ringcentral, Inc. Systems and methods for selective encryption of sensitive image data
CN116634162A (zh) * 2023-04-13 2023-08-22 南京大学 率失真优化的图像压缩神经网络训练后量化方法
CN116886922A (zh) * 2023-04-17 2023-10-13 中国科学院大学 视频处理方法、装置、电子设备及计算机可读存储介质
CN116227364B (zh) * 2023-04-25 2024-09-13 重庆大学 基于改进生成对抗网络与模型压缩的翼型流场预测方法
WO2024242387A1 (ko) * 2023-05-23 2024-11-28 현대자동차주식회사 암시적 신경망 표현에 기반하는 3d 비디오 코딩을 위한 방법 및 장치
FR3149158A1 (fr) 2023-05-24 2024-11-29 Orange Procédé et dispositif de codage et décodage d'images.
FR3151727A1 (fr) 2023-05-24 2025-01-31 Orange Procédé et dispositif de codage et décodage d'images.
GB2631452A (en) * 2023-06-30 2025-01-08 Sony Interactive Entertainment Deutschland Gmbh Neural coding and decoding method and apparatus
WO2025005519A1 (ko) * 2023-06-30 2025-01-02 현대자동차주식회사 암시적 신경망 표현 기반의 다중시점 비디오 코딩을 위한 방법 및 장치
CN116862019B (zh) * 2023-07-06 2024-03-19 清华大学 基于数据并行范式的模型训练方法及装置
CN121444431A (zh) * 2023-07-10 2026-01-30 交互数字Ce专利控股有限公司 使用隐式神经表示网络的视频压缩
CN121488485A (zh) * 2023-07-11 2026-02-06 交互数字Ce专利控股有限公司 通过所习得的字典原子近似隐式神经表示
US20250030856A1 (en) * 2023-07-20 2025-01-23 Sharp Kabushiki Kaisha Systems and methods for reducing distortion in end-to-end feature compression in coding of multi-dimensional data
CN119729047A (zh) * 2023-09-28 2025-03-28 北京字跳网络技术有限公司 视频处理方法、装置及电子设备
WO2025078669A1 (en) * 2023-10-12 2025-04-17 Interdigital Ce Patent Holdings, Sas Progressive warping layer with guided optical flow for inr-based video compression
US20250168367A1 (en) * 2023-11-16 2025-05-22 Disney Enterprises, Inc. Tunable Hybrid Neural Video Representations
CN117541791B (zh) * 2023-11-23 2024-05-28 北京师范大学 基于多域可变形卷积的眼部结构分割方法、系统及设备
US20250190765A1 (en) * 2023-12-12 2025-06-12 AtomBeam Technologies Inc. Systems and methods for perceptual quality-driven adaptive quantization in neural network data compression with dynamic feedback control
CN117495741B (zh) * 2023-12-29 2024-04-12 成都货安计量技术中心有限公司 一种基于大卷积对比学习的畸变还原方法
WO2025153372A1 (en) * 2024-01-19 2025-07-24 Interdigital Ce Patent Holdings, Sas Efficient implementation of dictionary-based implicit neural representation
WO2025162700A1 (en) * 2024-01-30 2025-08-07 Interdigital Ce Patent Holdings, Sas Multi-definition implicit neural representation video encoding
WO2025168360A1 (en) * 2024-02-09 2025-08-14 Interdigital Ce Patent Holdings, Sas Multiscale dictionary learning and training of inr network
WO2025172429A1 (en) * 2024-02-15 2025-08-21 Deep Render Ltd Method and data processing system for lossy image or video encoding, transmission and decoding
GB202403951D0 (en) * 2024-03-20 2024-05-01 Deep Render Ltd Method and data processing system for lossy image or video encoding, transmission and decoding
EP4651481A1 (en) * 2024-05-14 2025-11-19 InterDigital CE Patent Holdings, SAS Shifting the parameters of a neural network based compression in decoding time
EP4697717A1 (en) * 2024-08-14 2026-02-18 InterDigital CE Patent Holdings, SAS Differential coding of implicit neural representation for video compression
FR3167809A1 (fr) 2024-10-21 2026-04-24 Orange Procédé et dispositif de codage et décodage d’images
CN119922332A (zh) * 2025-01-21 2025-05-02 山东大学 一种基于隐式神经视频表示的视频编码方法及系统
CN121309815A (zh) * 2025-12-12 2026-01-09 中电信人工智能科技(北京)有限公司 一种视频压缩传输方法和相关设备

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB201603144D0 (en) 2016-02-23 2016-04-06 Magic Pony Technology Ltd Training end-to-end video processes
PH12018500454B1 (en) 2015-09-03 2024-02-28 Mediatek Inc Method and apparatus of nueral network based processing in video coding
EP3451293A1 (en) 2017-08-28 2019-03-06 Thomson Licensing Method and apparatus for filtering with multi-branch deep learning
CN113748605A (zh) * 2019-03-18 2021-12-03 弗劳恩霍夫应用研究促进协会 用于压缩神经网络的参数的方法和装置
EP3716158A3 (en) * 2019-03-25 2020-11-25 Nokia Technologies Oy Compressing weight updates for decoder-side neural networks
US20220261616A1 (en) * 2019-07-02 2022-08-18 Vid Scale, Inc. Clustering-based quantization for neural network compression
EP4492337A3 (en) * 2019-09-11 2025-03-05 Naver Corporation Action recognition using implicit pose representations
WO2021220008A1 (en) * 2020-04-29 2021-11-04 Deep Render Ltd Image compression and decoding, video compression and decoding: methods and systems
WO2022017848A1 (en) 2020-07-21 2022-01-27 Interdigital Vc Holdings France, Sas A method and an apparatus for updating a deep neural network-based image or video decoder
CN116671106B (zh) * 2020-12-24 2026-01-09 华为技术有限公司 使用分割信息的信令解码

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI893755B (zh) * 2023-04-10 2025-08-11 南韓商蒂普愛可斯有限公司 神經處理單元、vcm解碼器和vcm編碼器
TWI879031B (zh) * 2023-05-30 2025-04-01 宏碁股份有限公司 分散式資料處理系統及方法
US12573184B2 (en) 2023-05-30 2026-03-10 Acer Incorporated System and method for presenting three-dimensional content and three-dimensional content calculation apparatus
US12597241B2 (en) 2023-05-30 2026-04-07 Acer Incorporated Distributed data processing system and distributed data processing method
TWI860908B (zh) * 2023-12-05 2024-11-01 鴻海精密工業股份有限公司 全景環視模型構建方法、車載裝置及儲存介質

Also Published As

Publication number Publication date
WO2022245434A1 (en) 2022-11-24
BR112023023427A2 (pt) 2024-01-30
KR20240012374A (ko) 2024-01-29
EP4342178A1 (en) 2024-03-27
US20220385907A1 (en) 2022-12-01
JP2024519791A (ja) 2024-05-21
US12206851B2 (en) 2025-01-21

Similar Documents

Publication Publication Date Title
TW202247650A (zh) 使用機器學習系統進行隱式圖像和視訊壓縮
CN116250236B (zh) 使用机器学习系统的实例自适应图像和视频压缩
US11991368B2 (en) Video compression using deep generative models
US12481877B2 (en) Instance-adaptive image and video compression in a network parameter subspace using machine learning systems
TW202135529A (zh) 使用基於循環的機器學習系統的視頻壓縮
US12489905B2 (en) Diffusion-based data compression
TW202318878A (zh) 用於媒體變換譯碼的基於變換器的架構
TWI883294B (zh) 用於基於神經網路的視訊譯碼的前端架構
US12177473B2 (en) Video coding using optical flow and residual predictors
CN117716687A (zh) 使用机器学习系统的隐式图像和视频压缩
WO2025086486A1 (en) Method for decoding data, encoding data and related device