概括
高效视频编码 (HEVC/H.265) 压缩影响了数字图像相关性 (DIC) 的准确性. 优化的数字斑点图案 (DSP) 具有8像素的斑点大小,以最小的误差实现高压缩比.
科学领域:
- 光学技术是指光学技术.
- 图像处理 图像处理
- 材料科学是一种材料科学.
背景情况:
- 高空间分辨率的视频存储和传输给基于图像的光学技术带来了挑战.
- 数字图像相关性 (DIC) 对图像质量很敏感,使视频压缩成为潜在的不确定性来源.
研究的目的:
- 评估数字图像相关性 (DIC) 的不确定性,当应用到使用高效视频编码 (HEVC/H.265) 压缩的视频时.
- 研究HEVC/H.265压缩对DIC测量的准确性和稳定性的影响.
- 在视频压缩下重新评估和优化DIC的数字斑点图案 (DSP).
主要方法:
- 在压缩下建立了DIC精度的评估标准.
- 使用不同的量化参数 (QPs) 和压缩比 (CRs) 来研究H.265视频压缩稳定性.
- 在均转换和非均正弦形变形下分析了变形不确定性.
- 压缩和评估了具有不同斑点大小和随机性的优化DSP.
主要成果:
- 该研究提供了评估DIC准确度受压缩影响的标准.
- 在不同的QP和CR中分析了H.265的压缩稳定性.
- 在各种负载条件下量化了变形不确定性.
- 重新优化的DSP,特别是具有8像素斑点大小的DSP,在H.265压缩下证明了可行性,在可接受的误差范围内实现了高CR.
结论:
- HEVC/H.265视频压缩引入了DIC测量的不确定性.
- 优化的DSP对于在压缩视频条件下保持DIC精度至关重要.
- 对于DIC视频来说,可行的高压缩比可以通过精心选择的DSP来实现,这些DSP在有缺陷的曲束样本上得到验证.
相关概念视频
Linear Approximation in Time Domain
81
Nonlinear systems often require sophisticated approaches for accurate modeling and analysis, with state-space representation being particularly effective. This method is especially useful for systems where variables and parameters vary with time or operating conditions, such as in a simple pendulum or a translational mechanical system with nonlinear springs.
For a simple pendulum with a mass evenly distributed along its length and the center of mass located at half the pendulum's length,...
For a simple pendulum with a mass evenly distributed along its length and the center of mass located at half the pendulum's length,...
81
Linear Approximation in Frequency Domain
89
Linear systems are characterized by two main properties: superposition and homogeneity. Superposition allows the response to multiple inputs to be the sum of the responses to each individual input. Homogeneity ensures that scaling an input by a scalar results in the response being scaled by the same scalar.
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....
89
Upsampling
232
Managing signal sampling rates is essential in digital signal processing to maintain signal integrity. A decimated signal, characterized by a reduced frequency range due to its lower sampling rate, can be upsampled by inserting zeros between each sample. This upsampling process expands the original spectrum and introduces repeated spectral replicas at intervals dictated by the new Nyquist frequency. To refine this zero-inserted sequence, it is passed through a lowpass filter with a cutoff...
232
Reconstruction of Signal using Interpolation
195
Signal processing techniques are essential for accurately converting continuous signals to digital formats and vice versa. When a continuous signal is sampled with a period T, the resulting sampled signal exhibits replicas of the original spectrum in the frequency domain, spaced at intervals equal to the sampling frequency. To handle this sampled signal, a zero-order hold method can be applied, which creates a piecewise constant signal by retaining each sample's value until the next...
195
Downsampling
154
When considering a sampled sequence with zero values between sampling instants, one can replace it by taking every N-th value of the sequence. At these integer multiples of N, the original and sampled sequences coincide. This process, known as decimation, involves extracting every N-th sample from a sequence, thereby creating a more efficient sequence.
The Fourier transform of the decimated sequence reveals a combination of scaled and shifted versions of the original spectrum. This...
The Fourier transform of the decimated sequence reveals a combination of scaled and shifted versions of the original spectrum. This...
154
Propagation of Uncertainty from Systematic Error
517
The atomic mass of an element varies due to the relative ratio of its isotopes. A sample's relative proportion of oxygen isotopes influences its average atomic mass. For instance, if we were to measure the atomic mass of oxygen from a sample, the mass would be a weighted average of the isotopic masses of oxygen in that sample. Since a single sample is not likely to perfectly reflect the true atomic mass of oxygen for all the molecules of oxygen on Earth, the mass we obtain from this...
517


