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Figure 5 Decoding process with proposed complexity profiling, estimating, and frequency scaling method.
Figure 6 The variance of error of the proposed complexity estimation.
The proposed complexity profiling is operated at the beginning of decoding or when there is scene change.
Applying the proposed complexity normalization approach to Table 3 leads to the results shown in Table 5.
If many scene changes occur, the proposed complexity estimation method generates estimation errors as a result of reduced similarity between neighboring frames.
The proposed complexity profiler detects the execution time of modules of the decoder (i.e., inverse transform, inverse quantization, interpolation, motion compensation, and loop filter) same as that of [2, 10, 12].
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Furthermore, they stated that the newly proposed complexity-based formula would create further challenges for implementing IMRT, since centres such as Centre C, who are not treating with complex technologies, will ultimately receive less funding.
We finally propose complexity indicators which could be considered for developing effective incremental samplings.
To reduce the computational complexity, [6] proposed low complexity and computationally efficient bandwidth and power allocation algorithms to solve the problem of minimizing the total power consumption under bit error rate and transmission rate constraints.
In the decoding, the proposed computational complexity is much lower (better) than that of DISCOVER, which uses a high complexity error correction decoding.
Section 4 provides the proposed low complexity beam training scheme.
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