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A reverse CU access approach is proposed in Ref. [21] that can further reduce HEVC coding complexity, particularly for high motion activity sequences.
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Experimental results indicate that MGDS uniformly achieves a higher quality than FS by an amount that is dependent on motion activities of sequences.
The R/D behavior of 3D-SPIHT and 3D-GOP-RL is similar for images with moderate-high motion activity, but for sequences with low movement, 3D-SPIHT outperform 3D-GOP-RL, showing the power of its tree encoding system.
The R/D behavior of 3D-SPIHT and 3D-LTW is similar for images with moderate-high motion activity, but for sequences with low movement, 3D-SPIHT outperform 3D-LTW, mainly due to the extra decomposition levels applied in high frequency subbands.
Foreman sequences are widely used as test sequences and Stefan sequences have high motion activities, while Mobile sequences are complex.
'Ballroom' and 'Race1' sequences have relatively high motion activity over the other sequences.
Concerning "Stefan" sequence, the motion activity is much more significant and to obtain an acceptable quality, we encode the video with an average target bitrate of Kbps.
Because of high definition and high motion activity, RD performance for test sequence "BasketballDrive" is less than satisfactory, but coding time saving reaches the expected goal with the maximum of 14.33% at LDP condition.
It has been noticed that the bit rate reduction is more significant for the sequences with higher motion activity.
Similar to the encoding application, the bit rate reduction is more significant for the sequences with higher motion activity or higher resolution.
Since the proposed overall algorithms skip complicated AMP decision and adjust motion search range of ME process rather than exhaustive candidates search, the computational burden for the sequences with low motion activity reduces significantly.
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