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This is due to the quantization noise (refer to earlier sections), and can be reduced by reducing the quantization step used in the watermarking procedure.
As illustrated in Figure6, the combined user selection algorithms outperform the clustered S-best criterion by reducing the quantization error of the CDI with the usage of the proposed codebook design.
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The technique concentrates on reducing the quantization error of the quantized vectors by "blowing out" the residual quantization errors with an LVQ scale factor.
Implementation requirements can be alleviated by reducing the number of quantization bits for the correlation operations, even up to 1-bit, while barely affecting the performance detection.
By reducing the.
At the second stage, the hashing function is refined by introducing an orthogonal transformation to reduce the quantization error.
Although small-sized codebooks lead to quantization error, the multiple clustering method can reduce the quantization error by providing a detailed division of the local features based on the original assignment.
These methods consider the compressed images/videos to be distorted by a codec system and apply restoration techniques to reduce the quantization noises and coding artifacts.
To reduce the quantization noise, oversampled input signals are first multiplied by the periodic code and then quantized via a quantizer.
With multiple receive antennas, the throughput gap can be reduced, because the quantization-based combining algorithm reduces the quantization error.
⊳ Both HCM and FCM reduces the quantization distortion regardless of the initialization method used.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com