共查询到20条相似文献,搜索用时 15 毫秒
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运动补偿视频编码中DCT编码效率的研究 总被引:8,自引:1,他引:8
在视频序列图像编码中,运动补偿帧差图像的统计特性与静止自然图像有明显差别,对静止自然图像可以称为准最佳变换的离散余弦变换对帧差图像的编码效率有所下降。本文对这一问题进行了理论分析和实验验证,从而指出进一步提高视频序列图像编码效率的潜力所在。 相似文献
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基于MPEG_2视频码流的错误分析 总被引:1,自引:1,他引:0
《天津通信技术》1999,(3)
由于可变字长码( VLC) 在视频信号的高度压缩中会产生负面影响,因此全面分析了视频码流的结构和DC、AC 系数码字的单比特错误及可能给图像质量造成的影响, 这对于采取必要的手段来提高图像的质量有着十分重要的意义。 相似文献
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Recent deep learning models outperform standard lossy image compression codecs. However, applying these models on a patch-by-patch basis requires that each image patch be encoded and decoded independently. The influence from adjacent patches is therefore lost, leading to block artefacts at low bitrates. We propose the Binary Inpainting Network (BINet), an autoencoder framework which incorporates binary inpainting to reinstate interdependencies between adjacent patches, for improved patch-based compression of still images. When decoding a patch, BINet additionally uses the binarised encodings from surrounding patches to guide its reconstruction. In contrast to sequential inpainting methods where patches are decoded based on previous reconstructions, BINet operates directly on the binary codes of surrounding patches without access to the original or reconstructed image data. Encoding and decoding can therefore be performed in parallel. We demonstrate that BINet improves the compression quality of a competitive deep image codec across a range of compression levels. 相似文献
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分形图象压缩编码的回顾与展望 总被引:1,自引:0,他引:1
介绍了分析图象压缩编码的历史和现状,以及几种方法的分形压缩技术,总结了近年来在分形图象压缩编码方法所取得的重要进展,并提出了一种新的序列图象分形编码的思路。 相似文献
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This paper presents a new technique to extract objects from a real complex background so that a video sequence can be decomposed
into a set of objects as required for object oriented video compression techniques. The proposed method is based on a background
subtraction technique. However, instead of using a fixed background, the system relies on predicting one from a previously
constructed virtual model of the environment. Thus, camera movements are allowed. These movements are estimated by means of
a tracker device. We also present the virtual model construction technique for indoor environments. The method has been successfully
tested for several different video sequences including capture errors, partially mapped virtual environments and camera positioning
errors. Further work will focus on extending the virtual models not only to environment, but also to objects, and integrating
the method in a MPEG4 standard compression system. 相似文献
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本文概述了视频压缩国际标准的发展。JPEG静态图像压缩标准和有关可视电话与会议电视的H.261是视频压缩的基础;H.263视频压缩标准则将可视技术扩展到低速率通信网上;MPEG标准间主要的高速视频压缩技术,专家组在制订MPEG-1、MPEG-2标准后,把目标放在制订面向对象的MPEG-4标准,该标准将使视频压缩技术走向新的里程。 相似文献
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Chaouki Diab Rmy Prost Member EURASIP Robert Goutte Member EURASIP 《Signal Processing: Image Communication》1992,4(6)
In a recent paper an image decomposition/reconstruction subband coding scheme free of aliasing and boundary errors has been proposed. Ideal filters have been used and implemented with DFT. A few additional data are necessary to perform the exact reconstruction. We show here that the use of DCT to implement a similar filtering process avoids the use of this additional data. Practically, the computation load does not change. 相似文献
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In this paper, we propose an entropy minimization histogram mergence (EMHM) scheme that can significantly reduce the number of grayscales with nonzero pixel populations (GSNPP) without visible loss to image quality. We proved in theory that the entropy of an image is reduced after histogram mergence and that the reduction in entropy is maximized using our EMHM. The reduction in image entropy is good for entropy encoding considering that the minimum average code word length per source symbol is the entropy of the source signal according to Shannon’s first theorem. Extensive experimental results show that our EMHM can significantly reduce the code length of entropy coding, such as Huffman, Shannon, and arithmetic coding, by over 20% while preserving the image subjective and objective quality very well. Moreover, the performance of some classic lossy image compression techniques, such as the Joint Photographic Experts Group (JPEG), JPEG2000, and Better Portable Graphics (BPG), can be improved by preprocessing images using our EMHM. 相似文献
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A fast progressive image transmission scheme using block truncation coding by pattern fitting 总被引:2,自引:0,他引:2
Bibhas Chandra Dhara Bhabatosh Chanda 《Journal of Visual Communication and Image Representation》2012,23(2):313-322
In this paper, we have proposed a novel progressive image transmission scheme. In the present method, the concept of the BTC-PF is used for faster decoding. Here, images are decomposed into a number of blocks based on smoothness criterion. The smooth blocks are encoded by block means and the others are by BTC-PF method. To encode a block by BTC-PF method, the codebook is organized like a full search progressive transmission tree which helps greatly in efficient progressive transmission. The present method provides good image quality at low bit-rate and faster decoding compared to other spatial domain progressive transmission methods. We extend this method for color images also. In color image coding, each color plane is encoded separately and then the encoded information of the planes are transmitted in interleaving manner to obtain color images right from the early stages. 相似文献
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以数字标准清晰度电视(SDTV)规定的范围为重点,讨论视频编码比特率与重建图像显示清晰度的关系。其中着重指出:在采用MPEG-1/2-进行视频压缩编码而且压缩编码的算法确定时,应该依据视频的比特率的大小来选取恰当的视频格式,便于猁所期望的重建图像显示的清晰度。 相似文献
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Traditional quality measures for image coding, such as the peak signal-to-noise ratio, assume that the preservation of the original image is the desired goal. However, pre-processing images prior to encoding, designed to remove noise or unimportant detail, can improve the overall performance of an image coder. Objective image quality metrics obtained from the difference between the original and coded images cannot properly assess this improved performance. This paper proposes a new methodology for quality metrics that differentially weighs the changes in the image due to pre-processing and encoding. These new quality measures establish the value of pre-processing for image coding and quantitatively determine the performance improvement that can be thus achieved by JPEG and wavelet coders. 相似文献
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从视频信号的特征出发,简要说明了实时视频压缩的常用算法及其国际标准。通过系统地分析了视频压缩算法中内在的模块特性和并行特性,结合数字信号处理领域中具有并行实现机制的典型硬件结构,得出了可用于实时视频压缩的两种单片硬件结构模型。 相似文献
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无线视频通讯中的自适应差错非均匀保护方案 总被引:2,自引:0,他引:2
针对划分了重要级别的H-264视频编码数据提出五种可能的不平等保护策略,通过测试和比较,最终提出一种高误码率下无线视频可靠性传输的全局最优不平等保护策略。仿真实验表明,在无线网络带宽和信道误码率不同的情况下,这种最优策略都能使接收端信源解码后的视频图像峰值信噪比(PSNR)既稳定又具鲁棒性。 相似文献
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基于帧间去相关的超光谱图像压缩方法 总被引:6,自引:1,他引:6
针对超光谱图像的特点和硬件实现的实际需要,提出了一种基于小波变换的前向预测帧间去相关超光谱图像压缩算法。通过图像匹配和帧间去相关,消除超光谱图像帧间的冗余,对残差图像的压缩采用基于小波变换的快速位平面结合自适应算术编码的压缩算法,按照率失真准则控制输出码流,实现了对超光谱图像的高保真压缩。通过实验证明了该方案的有效性,基于小波变换的快速位平面结合自适应算术编码的压缩算法速度优于SPIHT,而且易于硬件实现。 相似文献
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High Efficiency Video Coding (HEVC) encoder provides higher compression efficiency by offering 35 intra modes. However, the encoding complexity is increased due to more modes are involved in the decision process. Therefore, it is desired to build a fast intra prediction algorithm that is practical for real time application. In this paper, a quadratic approach for reducing intra coding complexity is proposed. Firstly, the relationship between the RD-cost and the SAD is investigated. Secondly, a model is proposed to estimate the RD-cost of all 35 intra modes using the quadratic relation, thus avoiding the computation of entropy coding, Hadamard cost, distortion, and transform. Experimental results demonstrate that the average time saving of the proposed approach is 31–38%, while the BD-Bit Rate increment is only 0.62–1.37%, respectively. 相似文献