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Extensive experiments have demonstrated that the proposed STR-ResNet is able to efficiently reconstruct videos with diversified contents and complex motions, which outperforms the existing video SR approaches and offers new state-of-the-art performances on benchmark datasets.
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To reconstruct video frames sequentially, we applied a dynamic SR algorithm based on the Kalman recursive estimator.
Experimental results show that the proposed algorithm has better subjective and objective qualities for H.264/AVC reconstructed videos when compared to several existing methods.
Two MPEG-4 encoded video quality prediction methods based on several MB level statistics, derived from bitstream and reconstructed videos, are reported in[182] for PSNR and in[183] for SSIM.
Among them, many schemes use retransmission to reduce packet loss rate and improve reconstructed video quality.
Apr 2018 Our paper led by Katie Bouman on Reconstructing Video of Time-varying Celestial Objects accepted at IEEE TCI: Transactions on Computational Imaging!
(left column) From top to bottom: original video, reconstructed video and error.
For each received and reconstructed video, three full-reference quality metrics have been computed.
PMOS_SSIM and PMOS_PSNR are adopted to evaluate image quality of the reconstructed video frames.
— in TechCrunch's recently reconstructed video space to discuss why your servant is The Worst, and also to dig into Bitlicense.
A subjective quality evaluation method of Double Stimulus Continuous Quality Scale (DSCQS) video quality is used to evaluate the reconstructed video quality [17].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com