CN106688232A - 基于模型的视频编码的感知优化 - Google Patents

基于模型的视频编码的感知优化 Download PDF

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CN106688232A
CN106688232A CN201580049004.1A CN201580049004A CN106688232A CN 106688232 A CN106688232 A CN 106688232A CN 201580049004 A CN201580049004 A CN 201580049004A CN 106688232 A CN106688232 A CN 106688232A
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N·李
S·朴
M·董
D·P·科克
J·李
C·威德
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Euclid Discoveries LLC
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/102Methods 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
    • H04N19/124Quantisation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/134Methods 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
    • H04N19/136Incoming video signal characteristics or properties
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/134Methods 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
    • H04N19/136Incoming video signal characteristics or properties
    • H04N19/137Motion inside a coding unit, e.g. average field, frame or block difference
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/134Methods 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
    • H04N19/136Incoming video signal characteristics or properties
    • H04N19/137Motion inside a coding unit, e.g. average field, frame or block difference
    • H04N19/139Analysis of motion vectors, e.g. their magnitude, direction, variance or reliability
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/134Methods 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
    • H04N19/136Incoming video signal characteristics or properties
    • H04N19/14Coding unit complexity, e.g. amount of activity or edge presence estimation
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/134Methods 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
    • H04N19/154Measured or subjectively estimated visual quality after decoding, e.g. measurement of distortion
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/10Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using adaptive coding
    • H04N19/169Methods 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
    • H04N19/17Methods 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
    • H04N19/176Methods 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 block, e.g. a macroblock
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N19/00Methods or arrangements for coding, decoding, compressing or decompressing digital video signals
    • H04N19/50Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using predictive coding
    • H04N19/503Methods or arrangements for coding, decoding, compressing or decompressing digital video signals using predictive coding involving temporal prediction
    • H04N19/51Motion estimation or motion compensation
    • H04N19/527Global motion vector estimation

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  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Compression Or Coding Systems Of Tv Signals (AREA)
CN201580049004.1A 2014-09-11 2015-09-03 基于模型的视频编码的感知优化 Pending CN106688232A (zh)

Applications Claiming Priority (9)

Application Number Priority Date Filing Date Title
US201462049342P 2014-09-11 2014-09-11
US62/049,342 2014-09-11
US14/532,947 US9621917B2 (en) 2014-03-10 2014-11-04 Continuous block tracking for temporal prediction in video encoding
US14/532,947 2014-11-04
US201462078181P 2014-11-11 2014-11-11
US62/078,181 2014-11-11
US201562158523P 2015-05-07 2015-05-07
US62/158,523 2015-05-07
PCT/US2015/048353 WO2016040116A1 (en) 2014-09-11 2015-09-03 Perceptual optimization for model-based video encoding

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CA (1) CA2960617A1 (cg-RX-API-DMAC7.html)
WO (1) WO2016040116A1 (cg-RX-API-DMAC7.html)

Cited By (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107843227A (zh) * 2017-12-09 2018-03-27 连云港杰瑞电子有限公司 一种基于校准技术提高编码器精度的方法
CN108172168A (zh) * 2017-12-22 2018-06-15 深圳市华星光电半导体显示技术有限公司 一种补偿表压缩方法
CN109547802A (zh) * 2017-09-22 2019-03-29 江苏智谋科技有限公司 基于三维视觉技术的无人机避障系统
CN109982082A (zh) * 2019-05-05 2019-07-05 山东大学深圳研究院 一种基于局部纹理特性的hevc多失真准则率失真优化方法
CN110636300A (zh) * 2018-06-21 2019-12-31 北京字节跳动网络技术有限公司 颜色分量之间的子块运动矢量继承
WO2020000444A1 (zh) * 2018-06-29 2020-01-02 深圳市大疆创新科技有限公司 运动矢量确定方法、设备及机器可读存储介质
US10652550B2 (en) 2017-12-22 2020-05-12 Shenzhen China Star Optoelectronics Semiconductor Display Technology Co., Ltd. Compensation table compressing method
CN111279685A (zh) * 2018-04-28 2020-06-12 深圳市大疆创新科技有限公司 运动估计
CN111882564A (zh) * 2020-07-27 2020-11-03 山东大学 一种超高清医学病理图像的压缩处理方法
CN112673631A (zh) * 2018-09-28 2021-04-16 Ati科技无限责任公司 利用运动矢量进行空间块级像素活动提取优化
CN112789853A (zh) * 2018-06-21 2021-05-11 交互数字Vc控股公司 视频编码和解码中的细化模式处理
CN113383548A (zh) * 2019-02-03 2021-09-10 北京字节跳动网络技术有限公司 Mv精度和mv差编解码之间的相互作用
CN113556544A (zh) * 2021-06-30 2021-10-26 北京锐马视讯科技有限公司 基于场景自适应的视频编码方法和装置、设备及存储介质
US11172196B2 (en) 2018-09-24 2021-11-09 Beijing Bytedance Network Technology Co., Ltd. Bi-prediction with weights in video coding and decoding
US11197003B2 (en) 2018-06-21 2021-12-07 Beijing Bytedance Network Technology Co., Ltd. Unified constrains for the merge affine mode and the non-merge affine mode
US11202081B2 (en) 2018-06-05 2021-12-14 Beijing Bytedance Network Technology Co., Ltd. Interaction between IBC and BIO
US11792421B2 (en) 2018-11-10 2023-10-17 Beijing Bytedance Network Technology Co., Ltd Rounding in pairwise average candidate calculations
CN119316569A (zh) * 2024-12-16 2025-01-14 深圳金三立视频科技股份有限公司 一种用于山火检测的火点视频实时监控方法及系统
CN119478754A (zh) * 2024-05-24 2025-02-18 南京师范大学 基于差分特征增强的多视角中学实验步骤检测方法及系统

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9532069B2 (en) 2004-07-30 2016-12-27 Euclid Discoveries, Llc Video compression repository and model reuse
US9578345B2 (en) 2005-03-31 2017-02-21 Euclid Discoveries, Llc Model-based video encoding and decoding
US9743078B2 (en) 2004-07-30 2017-08-22 Euclid Discoveries, Llc Standards-compliant model-based video encoding and decoding
CA2942336A1 (en) 2014-03-10 2015-09-17 Euclid Discoveries, Llc Continuous block tracking for temporal prediction in video encoding
US10097851B2 (en) 2014-03-10 2018-10-09 Euclid Discoveries, Llc Perceptual optimization for model-based video encoding
US10091507B2 (en) 2014-03-10 2018-10-02 Euclid Discoveries, Llc Perceptual optimization for model-based video encoding
WO2019194572A1 (en) * 2018-04-03 2019-10-10 Samsung Electronics Co., Ltd. Methods and apparatus for determining adjustment parameter during encoding of spherical multimedia content
JP6941744B2 (ja) * 2018-09-26 2021-09-29 富士フイルム株式会社 画像処理装置、撮影装置、画像処理方法及び画像処理プログラム
CN109819252B (zh) * 2019-03-20 2021-05-18 福州大学 一种不依赖gop结构的量化参数级联方法
US11638025B2 (en) * 2021-03-19 2023-04-25 Qualcomm Incorporated Multi-scale optical flow for learned video compression

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1250012A3 (en) * 2001-03-23 2004-10-06 Sharp Kabushiki Kaisha Adaptive quantization based on bit rate prediction and prediction error energy
CN101184221A (zh) * 2007-12-06 2008-05-21 上海大学 基于视觉关注度的视频编码方法
CN101325711A (zh) * 2008-07-16 2008-12-17 上海大学 基于时空掩盖效应的自适应码率控制方法
US8135062B1 (en) * 2006-01-16 2012-03-13 Maxim Integrated Products, Inc. Method and apparatus for QP modulation based on perceptual models for picture encoding
US8737464B1 (en) * 2011-07-21 2014-05-27 Cisco Technology, Inc. Adaptive quantization for perceptual video coding

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3112035B2 (ja) * 1991-10-07 2000-11-27 株式会社日立製作所 動画像圧縮符号化装置及び方法
KR970010101B1 (en) * 1994-06-30 1997-06-21 Daewoo Electronics Co Ltd Post-processing method of digital transmission pictures
JP4608801B2 (ja) * 2000-05-25 2011-01-12 ソニー株式会社 画像情報変換装置及び方法
KR100539923B1 (ko) * 2003-02-10 2005-12-28 삼성전자주식회사 화상통화시 화자의 영상을 구분하여 차등적 부호화할 수있는 비디오 엔코더 및 이를 이용한 비디오신호의 압축방법
CN101189882B (zh) * 2004-07-20 2012-08-01 高通股份有限公司 用于视频压缩的编码器辅助帧率上变换(ea-fruc)的方法和装置
JP4249672B2 (ja) * 2004-08-16 2009-04-02 Kddi株式会社 ビデオ情報複数同時符号化装置
JP2006067302A (ja) * 2004-08-27 2006-03-09 Toshiba Corp 画像符号化装置、画像符号化方法および画像符号化プログラム
KR100952340B1 (ko) * 2008-01-24 2010-04-09 에스케이 텔레콤주식회사 시공간적 복잡도를 이용한 부호화 모드 결정 방법 및 장치
US8848788B2 (en) * 2009-05-16 2014-09-30 Thomson Licensing Method and apparatus for joint quantization parameter adjustment
CN104780369B (zh) * 2012-08-21 2018-04-17 华为技术有限公司 一种获得视频编码压缩质量的方法及装置

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1250012A3 (en) * 2001-03-23 2004-10-06 Sharp Kabushiki Kaisha Adaptive quantization based on bit rate prediction and prediction error energy
US8135062B1 (en) * 2006-01-16 2012-03-13 Maxim Integrated Products, Inc. Method and apparatus for QP modulation based on perceptual models for picture encoding
CN101184221A (zh) * 2007-12-06 2008-05-21 上海大学 基于视觉关注度的视频编码方法
CN101325711A (zh) * 2008-07-16 2008-12-17 上海大学 基于时空掩盖效应的自适应码率控制方法
US8737464B1 (en) * 2011-07-21 2014-05-27 Cisco Technology, Inc. Adaptive quantization for perceptual video coding

Cited By (41)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109547802A (zh) * 2017-09-22 2019-03-29 江苏智谋科技有限公司 基于三维视觉技术的无人机避障系统
CN107843227A (zh) * 2017-12-09 2018-03-27 连云港杰瑞电子有限公司 一种基于校准技术提高编码器精度的方法
CN107843227B (zh) * 2017-12-09 2020-04-10 连云港杰瑞电子有限公司 一种基于校准技术提高编码器精度的方法
US10652550B2 (en) 2017-12-22 2020-05-12 Shenzhen China Star Optoelectronics Semiconductor Display Technology Co., Ltd. Compensation table compressing method
CN108172168A (zh) * 2017-12-22 2018-06-15 深圳市华星光电半导体显示技术有限公司 一种补偿表压缩方法
CN108172168B (zh) * 2017-12-22 2019-11-15 深圳市华星光电半导体显示技术有限公司 一种补偿表压缩方法
US11172218B2 (en) 2018-04-28 2021-11-09 SZ DJI Technology Co., Ltd. Motion estimation
CN111279685A (zh) * 2018-04-28 2020-06-12 深圳市大疆创新科技有限公司 运动估计
US12407835B2 (en) 2018-06-05 2025-09-02 Beijing Bytedance Network Technology Co., Ltd. Interaction between IBC and affine
US11509915B2 (en) 2018-06-05 2022-11-22 Beijing Bytedance Network Technology Co., Ltd. Interaction between IBC and ATMVP
US11831884B2 (en) 2018-06-05 2023-11-28 Beijing Bytedance Network Technology Co., Ltd Interaction between IBC and BIO
US11523123B2 (en) 2018-06-05 2022-12-06 Beijing Bytedance Network Technology Co., Ltd. Interaction between IBC and ATMVP
US11202081B2 (en) 2018-06-05 2021-12-14 Beijing Bytedance Network Technology Co., Ltd. Interaction between IBC and BIO
US11973962B2 (en) 2018-06-05 2024-04-30 Beijing Bytedance Network Technology Co., Ltd Interaction between IBC and affine
US11197003B2 (en) 2018-06-21 2021-12-07 Beijing Bytedance Network Technology Co., Ltd. Unified constrains for the merge affine mode and the non-merge affine mode
US11895306B2 (en) 2018-06-21 2024-02-06 Beijing Bytedance Network Technology Co., Ltd Component-dependent sub-block dividing
US11968377B2 (en) 2018-06-21 2024-04-23 Beijing Bytedance Network Technology Co., Ltd Unified constrains for the merge affine mode and the non-merge affine mode
US11197007B2 (en) 2018-06-21 2021-12-07 Beijing Bytedance Network Technology Co., Ltd. Sub-block MV inheritance between color components
US11659192B2 (en) 2018-06-21 2023-05-23 Beijing Bytedance Network Technology Co., Ltd Sub-block MV inheritance between color components
CN112789853A (zh) * 2018-06-21 2021-05-11 交互数字Vc控股公司 视频编码和解码中的细化模式处理
US12238306B2 (en) 2018-06-21 2025-02-25 Beijing Bytedance Network Technology Co., Ltd. Component-dependent sub-block dividing
CN110636300B (zh) * 2018-06-21 2022-07-29 北京字节跳动网络技术有限公司 颜色分量之间的子块运动矢量继承
US11477463B2 (en) 2018-06-21 2022-10-18 Beijing Bytedance Network Technology Co., Ltd. Component-dependent sub-block dividing
US12244829B2 (en) 2018-06-21 2025-03-04 Interdigital Vc Holdings, Inc. Refinement mode processing in video encoding and decoding
CN110636300A (zh) * 2018-06-21 2019-12-31 北京字节跳动网络技术有限公司 颜色分量之间的子块运动矢量继承
WO2020000444A1 (zh) * 2018-06-29 2020-01-02 深圳市大疆创新科技有限公司 运动矢量确定方法、设备及机器可读存储介质
US11202065B2 (en) 2018-09-24 2021-12-14 Beijing Bytedance Network Technology Co., Ltd. Extended merge prediction
US11172196B2 (en) 2018-09-24 2021-11-09 Beijing Bytedance Network Technology Co., Ltd. Bi-prediction with weights in video coding and decoding
US11616945B2 (en) 2018-09-24 2023-03-28 Beijing Bytedance Network Technology Co., Ltd. Simplified history based motion vector prediction
CN112673631A (zh) * 2018-09-28 2021-04-16 Ati科技无限责任公司 利用运动矢量进行空间块级像素活动提取优化
US11792421B2 (en) 2018-11-10 2023-10-17 Beijing Bytedance Network Technology Co., Ltd Rounding in pairwise average candidate calculations
US12323617B2 (en) 2018-11-10 2025-06-03 Beijing Bytedance Network Technology Co., Ltd. Rounding in pairwise average candidate calculations
CN113383548A (zh) * 2019-02-03 2021-09-10 北京字节跳动网络技术有限公司 Mv精度和mv差编解码之间的相互作用
CN109982082B (zh) * 2019-05-05 2022-11-15 山东大学 一种基于局部纹理特性的hevc多失真准则率失真优化方法
CN109982082A (zh) * 2019-05-05 2019-07-05 山东大学深圳研究院 一种基于局部纹理特性的hevc多失真准则率失真优化方法
CN111882564A (zh) * 2020-07-27 2020-11-03 山东大学 一种超高清医学病理图像的压缩处理方法
CN113556544B (zh) * 2021-06-30 2024-04-19 北京锐马视讯科技有限公司 基于场景自适应的视频编码方法和装置、设备及存储介质
CN113556544A (zh) * 2021-06-30 2021-10-26 北京锐马视讯科技有限公司 基于场景自适应的视频编码方法和装置、设备及存储介质
CN119478754A (zh) * 2024-05-24 2025-02-18 南京师范大学 基于差分特征增强的多视角中学实验步骤检测方法及系统
CN119478754B (zh) * 2024-05-24 2025-04-29 南京师范大学 基于差分特征增强的多视角中学实验步骤检测方法及系统
CN119316569A (zh) * 2024-12-16 2025-01-14 深圳金三立视频科技股份有限公司 一种用于山火检测的火点视频实时监控方法及系统

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CA2960617A1 (en) 2016-03-17

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