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Low-complexity AV1 intra prediction algorithm EI
期刊论文 | 2025 , 110 | Journal of Visual Communication and Image Representation
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Abstract :

As a new-generation video coding standard, Alliance for Open Media Video 1 (AV1) introduces flexible and diverse block partition types to improve coding efficiency, but also increases coding complexity. To address this issue, we propose a low-complexity AV1 intra prediction algorithm using Long-edge Sparse Sampling (LSS) and Chroma Migrating from Luma (CML) for efficiently encoding video sequences. First, we develop an LSS method by selecting key reference pixels based on block partition condition to reduce computational complexity. Second, we exploit a CML algorithm which combines the angle mode of the luma component and the spatial correlations of chroma components to derive more accurate linear model parameters between the luma and chroma components. Experimental results show that LSS avoids division operations, reducing 93% of addition operations. Combined with CML, our approach saves 4.97% time and enhances coding performance compared to standard AV1, particularly improving chroma component quality. © 2025

Keyword :

Image coding Image coding NP-hard NP-hard Special effects Special effects Video streaming Video streaming

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GB/T 7714 Huang, Wanwei , Xie, Xuan , Chen, Yu et al. Low-complexity AV1 intra prediction algorithm [J]. | Journal of Visual Communication and Image Representation , 2025 , 110 .
MLA Huang, Wanwei et al. "Low-complexity AV1 intra prediction algorithm" . | Journal of Visual Communication and Image Representation 110 (2025) .
APA Huang, Wanwei , Xie, Xuan , Chen, Yu , Wang, Baotu , Chen, Jian , Chen, Pingping . Low-complexity AV1 intra prediction algorithm . | Journal of Visual Communication and Image Representation , 2025 , 110 .
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结合视频内容的AV1快速块划分决策
期刊论文 | 2024 , 50 (5) , 1029-1036 | 无线电通信技术
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Abstract :

针对AOMedia Video 1(AV1)编码时间较长的问题,基于不同纹理的视频内容与分区模式之间的联系,引入了虚拟子块的跨块梯度差来衡量图像纹理分布的差异,提出了一种快速块划分决策算法,以跳过非必要的分区模式.利用分区终止块大小与性能损失之间的联系,根据当前块大小自适应调整快速块划分的判断阈值,使得较小的编码块具有较宽松的跳过条件.与libaom相比,该算法在全帧内(All-Intra,AI)配置下平均可节省16.15%的编码时间,同时性能损失较小,有望被用于减少高分辨率视频的编码时间.

Keyword :

AV1 AV1 分区决策 分区决策 梯度差异 梯度差异 视频编码 视频编码

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GB/T 7714 谢璇 , 黄婉溦 , 陈钰 et al. 结合视频内容的AV1快速块划分决策 [J]. | 无线电通信技术 , 2024 , 50 (5) : 1029-1036 .
MLA 谢璇 et al. "结合视频内容的AV1快速块划分决策" . | 无线电通信技术 50 . 5 (2024) : 1029-1036 .
APA 谢璇 , 黄婉溦 , 陈钰 , 王宝土 , 陈建 . 结合视频内容的AV1快速块划分决策 . | 无线电通信技术 , 2024 , 50 (5) , 1029-1036 .
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结合视频内容的AV1快速块划分决策
期刊论文 | 2024 , 50 (05) , 1029-1036 | 无线电通信技术
Scale-Adaptive Asymmetric Sparse Variational AutoEncoder for Point Cloud Compression SCIE
期刊论文 | 2024 , 70 (3) , 884-894 | IEEE TRANSACTIONS ON BROADCASTING
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Abstract :

Learning-based point cloud compression has achieved great success in Rate-Distortion (RD) efficiency. Existing methods usually utilize Variational AutoEncoder (VAE) network, which might lead to poor detail reconstruction and high computational complexity. To address these issues, we propose a Scale-adaptive Asymmetric Sparse Variational AutoEncoder (SAS-VAE) in this work. First, we develop an Asymmetric Multiscale Sparse Convolution (AMSC), which exploits multi-resolution branches to aggregate multiscale features at encoder, and excludes symmetric feature fusion branches to control the model complexity at decoder. Second, we design a Scale Adaptive Feature Refinement Structure (SAFRS) to adaptively adjust the number of Feature Refinement Modules (FRMs), thereby improving RD performance with an acceptable computational overhead. Third, we implement our framework with AMSC and SAFRS, and train it with an RD loss based on Fine-grained Weighted Binary Cross-Entropy (FWBCE) function. Experimental results on 8iVFB, Owlii, and MVUV datasets show that our method outperforms several popular methods, with a 90.0% time reduction and a 51.8% BD-BR saving compared with V-PCC. The code will be available soon at https://github.com/fancj2017/SAS-VAE.

Keyword :

asymmetric multiscale sparse convolution asymmetric multiscale sparse convolution Convolution Convolution Decoding Decoding Feature extraction Feature extraction Octrees Octrees Point cloud compression Point cloud compression Rate-distortion Rate-distortion scale adaptive feature refinement structure scale adaptive feature refinement structure Three-dimensional displays Three-dimensional displays variational autoencoder variational autoencoder

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GB/T 7714 Chen, Jian , Zhu, Yingtao , Huang, Wei et al. Scale-Adaptive Asymmetric Sparse Variational AutoEncoder for Point Cloud Compression [J]. | IEEE TRANSACTIONS ON BROADCASTING , 2024 , 70 (3) : 884-894 .
MLA Chen, Jian et al. "Scale-Adaptive Asymmetric Sparse Variational AutoEncoder for Point Cloud Compression" . | IEEE TRANSACTIONS ON BROADCASTING 70 . 3 (2024) : 884-894 .
APA Chen, Jian , Zhu, Yingtao , Huang, Wei , Lan, Chengdong , Zhao, Tiesong . Scale-Adaptive Asymmetric Sparse Variational AutoEncoder for Point Cloud Compression . | IEEE TRANSACTIONS ON BROADCASTING , 2024 , 70 (3) , 884-894 .
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Scale-Adaptive Asymmetric Sparse Variational AutoEncoder for Point Cloud Compression Scopus
期刊论文 | 2024 , 70 (3) , 884-894 | IEEE Transactions on Broadcasting
Scale-Adaptive Asymmetric Sparse Variational AutoEncoder for Point Cloud Compression EI
期刊论文 | 2024 , 70 (3) , 884-894 | IEEE Transactions on Broadcasting
VLSI Design and Implementation of Adaptive Deblocking Filter for HEVC EI CSCD PKU
期刊论文 | 2024 , 36 (4) , 636-644 | Journal of Computer-Aided Design and Computer Graphics
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Abstract :

Deblocking filtering plays a crucial role in high efficiency video coding (HEVC) by effectively enhancing the subjective quality of encoded images. It is one of the important means to improve overall video encoding performance. To address the high complexity associated with deblocking filtering technology in HEVC hardware encoders, in order to save resource consumption, reduced processing cycles, and improved filtering efficiency, a hardware algorithm and VLSI architecture for an adaptive deblocking filter in HEVC is proposed. First, based on the boundary rules of HEVC coding structure, a fast boundary judgment algorithm without recursive loop calculation is proposed to reduce the complexity of hardware implementation. Furthermore, based on the above boundary judgment results, a four-stage pipeline structure that can independently select the filter boundary for deblocking filtering is proposed to reduce the filter processing cycle. Finally, the luma and chroma components are filtered in parallel, utilizing a highly parallel and compatible shared memory architecture. This design not only enhances filtering efficiency but also minimizes memory resource consumption. Experimental results demonstrate that the hardware area of the designed deblock filtering structure is about 60% less than that of the existing structure under the TSMC90 nm process, and the maximum working frequency can reach 250 MHz, which can meet the real-time encoding of 8K@60fps ultra-high-definition video. © 2024 Institute of Computing Technology. All rights reserved.

Keyword :

Efficiency Efficiency Encoding (symbols) Encoding (symbols) Image coding Image coding Image enhancement Image enhancement Integrated circuit design Integrated circuit design Memory architecture Memory architecture Pipeline processing systems Pipeline processing systems Signal encoding Signal encoding Structural design Structural design Video signal processing Video signal processing VLSI circuits VLSI circuits

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GB/T 7714 Chen, Zhuomiao , Chen, Zhifeng , Chen, Jian et al. VLSI Design and Implementation of Adaptive Deblocking Filter for HEVC [J]. | Journal of Computer-Aided Design and Computer Graphics , 2024 , 36 (4) : 636-644 .
MLA Chen, Zhuomiao et al. "VLSI Design and Implementation of Adaptive Deblocking Filter for HEVC" . | Journal of Computer-Aided Design and Computer Graphics 36 . 4 (2024) : 636-644 .
APA Chen, Zhuomiao , Chen, Zhifeng , Chen, Jian , Wang, Jiahua . VLSI Design and Implementation of Adaptive Deblocking Filter for HEVC . | Journal of Computer-Aided Design and Computer Graphics , 2024 , 36 (4) , 636-644 .
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VLSI Design and Implementation of Adaptive Deblocking Filter for HEVC; [HEVC 自适应去方块滤波器的 VLSI 设计与实现] Scopus CSCD PKU
期刊论文 | 2024 , 36 (4) , 636-644 | Journal of Computer-Aided Design and Computer Graphics
基于长边稀疏采样的AV1参考像素选择算法
期刊论文 | 2024 , 54 (10) , 2333-2338 | 无线电工程
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Abstract :

开放媒体联盟开发的第一代视频编码标准(Alliance for Open Media Video 1,AVI)作为新一代的开放式视频编码技术,以其高压缩效率和高质量视频输出等优势成为在线视频领域的主流编解码标准之一.旨在优化帧内预测编码技术以降低编码运行的计算复杂度,从而节约视频编码时间.为此,提出了长边采样(Long-side Sampling,LS)和长边稀疏采样(Long-side Sparse Sampling,LSS)的参考像素选择方法,根据块的划分方式规律地提取关键参考像素,以改进直流(Direct Current,DC)预测和亮度预测色度(Chroma from Luma,CfL)预测技术的性能.实验结果表明,LSS可以规避运算中的除法操作且减少大量加法计算量,在全I帧(All Intra,AI)和随机接入(Random Access,RA)配置下,相较原始算法平均编码时间减少11%和13%,同时节省0.03%和0.04%的Bjøntegaard Delta Bit Rate(BDBR).

Keyword :

亮度预测色度 亮度预测色度 帧内预测 帧内预测 开放媒体联盟开发的第一代视频编码标准 开放媒体联盟开发的第一代视频编码标准 直流预测 直流预测 视频编码 视频编码

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GB/T 7714 黄婉溦 , 汪家华 , 刘昌沭 et al. 基于长边稀疏采样的AV1参考像素选择算法 [J]. | 无线电工程 , 2024 , 54 (10) : 2333-2338 .
MLA 黄婉溦 et al. "基于长边稀疏采样的AV1参考像素选择算法" . | 无线电工程 54 . 10 (2024) : 2333-2338 .
APA 黄婉溦 , 汪家华 , 刘昌沭 , 陈建 . 基于长边稀疏采样的AV1参考像素选择算法 . | 无线电工程 , 2024 , 54 (10) , 2333-2338 .
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基于长边稀疏采样的AV1参考像素选择算法
期刊论文 | 2024 , 54 (10) , 2333-2338 | 无线电工程
三维点云建模及测量算法研究
期刊论文 | 2024 , 48 (10) , 67-71 | 电视技术
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Abstract :

三维建模和测量技术已经广泛应用于生物识别、医学辅助诊断、工业精密仪器加工与检测等领域.然而,现有的软件在重建精度和测量效果上难以满足复杂需求,且软件升级和功能优化受限.对此,使用去噪、精简、配准及补全等技术实现三维物体的点云建模,进而根据特征点信息精确测量目标物体的体积、表面积.实验数据显示,重建模型可视性好,物体体积和表面积的测量误差均在0.03%以内,验证了该测量算法的有效性.

Keyword :

体积测量 体积测量 点云去噪 点云去噪 点云建模 点云建模

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GB/T 7714 朱宇耀 , 杜林莎 , 高峰 et al. 三维点云建模及测量算法研究 [J]. | 电视技术 , 2024 , 48 (10) : 67-71 .
MLA 朱宇耀 et al. "三维点云建模及测量算法研究" . | 电视技术 48 . 10 (2024) : 67-71 .
APA 朱宇耀 , 杜林莎 , 高峰 , 陈建 . 三维点云建模及测量算法研究 . | 电视技术 , 2024 , 48 (10) , 67-71 .
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三维点云建模及测量算法研究
期刊论文 | 2024 , 48 (10) , 67-71 | 电视技术
HEVC自适应去方块滤波器的VLSI设计与实现 CSCD PKU
期刊论文 | 2024 , 36 (4) , 636-644 | 计算机辅助设计与图形学学报
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Abstract :

去方块滤波是高效视频编码(HEVC)的重要组成部分,能够有效地改善编码图像的主观质量,是提升视频整体编码性能的重要手段之一.针对HEVC硬件编码器中去方块滤波技术复杂度较高的问题,为了在节省资源消耗的同时减少处理周期,改善滤波效率,提出HEVC自适应去方块滤波的硬件算法和VLSI架构.首先基于HEVC编码结构的边界规则,提出一种无需递归循环计算的快速边界判断算法,降低硬件实现的复杂度;然后基于上述边界判断结果,提出一种可自主选择滤波边界进行去方块滤波的4级流水结构,减少滤波处理周期;最后将亮度和色度并行滤波,设计一种高度并行且兼容共享的存储架构,改善滤波效率且节约存储资源消耗.实验结果表明,在TSMC90nm工艺下,所设计的去方块滤波结构的硬件面积比已有结构减少60%左右,并且最高能达到250 MHz的工作频率,可满足8K@60帧/s的超高清视频的实时编码.

Keyword :

去方块滤波 去方块滤波 硬件设计 硬件设计 边界判断 边界判断 高效视频编码 高效视频编码

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GB/T 7714 陈焯淼 , 陈志峰 , 陈建 et al. HEVC自适应去方块滤波器的VLSI设计与实现 [J]. | 计算机辅助设计与图形学学报 , 2024 , 36 (4) : 636-644 .
MLA 陈焯淼 et al. "HEVC自适应去方块滤波器的VLSI设计与实现" . | 计算机辅助设计与图形学学报 36 . 4 (2024) : 636-644 .
APA 陈焯淼 , 陈志峰 , 陈建 , 汪家华 . HEVC自适应去方块滤波器的VLSI设计与实现 . | 计算机辅助设计与图形学学报 , 2024 , 36 (4) , 636-644 .
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HEVC自适应去方块滤波器的VLSI设计与实现 CSCD PKU
期刊论文 | 2024 , 36 (04) , 636-644 | 计算机辅助设计与图形学学报
适用于超高清视频的SAO硬件优化设计
期刊论文 | 2024 , 33 (4) , 47-51 | 中国集成电路
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Abstract :

样点自适应补偿(Sample Adaptive Offset,SAO)是高效视频编码(High Efficiency Video Coding,HEVC)的重要组成部分,能有效去除编码图像中的振铃效应,改善编码图像的主观质量.针对当前SAO滤波器处理速度慢和吞吐量较低的问题,基于6×6大小的基本信息统计单元采用亮色度并行处理的四级流水线设计,提出一种基于FPGA的适用于超高清视频(Ultra HD Video,UHD)的SAO硬件滤波器.实验结果表明,在Xilinx Virtex7 FPGA开发平台上,该架构仅占用了 10.5k的查找表和6.2k的寄存器资源,工作主频最高可达250 MHz,支持8K@110 fps的超高清视频流处理.在相同分辨率条件下,相较于现有其它方案在逻辑资源及帧率方面更具优势.

Keyword :

FPGA FPGA SAO SAO 硬件设计 硬件设计 视频编码 视频编码

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GB/T 7714 汪家华 , 朱宇耀 , 刘睿宸 et al. 适用于超高清视频的SAO硬件优化设计 [J]. | 中国集成电路 , 2024 , 33 (4) : 47-51 .
MLA 汪家华 et al. "适用于超高清视频的SAO硬件优化设计" . | 中国集成电路 33 . 4 (2024) : 47-51 .
APA 汪家华 , 朱宇耀 , 刘睿宸 , 陈建 . 适用于超高清视频的SAO硬件优化设计 . | 中国集成电路 , 2024 , 33 (4) , 47-51 .
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适用于超高清视频的SAO硬件优化设计
期刊论文 | 2024 , 33 (04) , 47-51 | 中国集成电路
低复杂度样点自适应补偿滤波器的优化设计 CSCD PKU
期刊论文 | 2023 , 44 (6) , 293-302 | 仪器仪表学报
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Abstract :

高效视频编码标准引入了样点自适应补偿(SAO)滤波,可去除由高频信息丢失而产生的振铃效应,但是也极大增加了环路滤波的复杂度.本文提出一种低复杂度的样点自适应补偿滤波器的算法优化和实现方案.对信息统计范围进行区域优化,避免了跨编码树单元边界的复杂逻辑控制,并节省了额外缓存结构;提出一种快速计算率失真代价的三维线性码率估计模型,以此权衡率失真优化中SAO模式决策复杂度和码率模型精确度;最后,基于上述算法改进设计了适用于超高清视频处理的SAO硬件滤波器,该架构仅以 85.6 k等效门消耗,支持高达 333 MHz主频的超高清视频处理,其逻辑资源消耗相对于传统方案最高可节省 71.47%.

Keyword :

样点自适应补偿 样点自适应补偿 率失真优化 率失真优化 环路滤波 环路滤波 硬件设计 硬件设计 高效视频编码 高效视频编码

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GB/T 7714 陈建 , 覃露 , 王卫坤 et al. 低复杂度样点自适应补偿滤波器的优化设计 [J]. | 仪器仪表学报 , 2023 , 44 (6) : 293-302 .
MLA 陈建 et al. "低复杂度样点自适应补偿滤波器的优化设计" . | 仪器仪表学报 44 . 6 (2023) : 293-302 .
APA 陈建 , 覃露 , 王卫坤 , 杨秀芝 , 陈平平 . 低复杂度样点自适应补偿滤波器的优化设计 . | 仪器仪表学报 , 2023 , 44 (6) , 293-302 .
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低复杂度样点自适应补偿滤波器的优化设计 EI CSCD PKU
期刊论文 | 2023 , 44 (6) , 293-302 | 仪器仪表学报
低复杂度样点自适应补偿滤波器的优化设计 Scopus CSCD PKU
期刊论文 | 2023 , 44 (6) , 293-302 | 仪器仪表学报
低复杂度样点自适应补偿滤波器的优化设计 CSCD PKU
期刊论文 | 2023 , 44 (06) , 293-302 | 仪器仪表学报
低复杂度样点自适应补偿滤波器的优化设计 CSCD PKU
期刊论文 | 2023 , 44 (06) , 293-302 | 仪器仪表学报
基于FPGA的HEVC去方块滤波硬件设计
期刊论文 | 2023 , 47 (1) , 48-51,69 | 电视技术
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Abstract :

去方块滤波(Deblocking Filtering,DBF)是高效视频编码(High Efficiency Video Coding,HEVC)的重要组成部分,能够有效地改善编码图像的主观质量,是提升视频整体编码性能的重要手段之一.但是去方块滤波技术复杂度较高.为解决该问题,设计一种HEVC去方块滤波器的硬件架构,在节省资源消耗的同时,减少处理周期并改善滤波效率.以8×4块为基本滤波单元,从输入像素到输出像素,采用四级流水线的形式进行处理,每处理一个基本滤波单元共花费5个周期.实验结果表明,所设计的去方块滤波器仅需5212个查找表和1291个寄存器的逻辑资源消耗,最高可达到215 MHz的工作频率,满足1080p@60fps的高清视频实时编码.

Keyword :

去方块滤波(DBF) 去方块滤波(DBF) 环路滤波 环路滤波 高效视频编码(HEVC) 高效视频编码(HEVC)

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GB/T 7714 陈焯淼 , 陈志峰 , 陈建 et al. 基于FPGA的HEVC去方块滤波硬件设计 [J]. | 电视技术 , 2023 , 47 (1) : 48-51,69 .
MLA 陈焯淼 et al. "基于FPGA的HEVC去方块滤波硬件设计" . | 电视技术 47 . 1 (2023) : 48-51,69 .
APA 陈焯淼 , 陈志峰 , 陈建 , 汪家华 . 基于FPGA的HEVC去方块滤波硬件设计 . | 电视技术 , 2023 , 47 (1) , 48-51,69 .
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基于FPGA的HEVC去方块滤波硬件设计
期刊论文 | 2023 , 47 (01) , 48-51,69 | 电视技术
基于FPGA的HEVC去方块滤波硬件设计
期刊论文 | 2023 , 47 (01) , 48-51,69 | 电视技术
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