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06/16/2022
PeQuENet: Perceptual Quality Enhancement of Compressed Video with Adaptation- and Attention-based Network
In this paper we propose a generative adversarial network (GAN) framewor...
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05/13/2022
Slimmable Video Codec
Neural video compression has emerged as a novel paradigm combining train...
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05/13/2022
Multi-encoder Network for Parameter Reduction of a Kernel-based Interpolation Architecture
Video frame interpolation involves the synthesis of new frames from exis...
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01/22/2022
DCNGAN: A Deformable Convolutional-Based GAN with QP Adaptation for Perceptual Quality Enhancement of Compressed Video
In this paper, we propose a deformable convolution-based generative adve...
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09/24/2021
Spatial Information Refinement for Chroma Intra Prediction in Video Coding
Video compression benefits from advanced chroma intra prediction methods...
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05/26/2021
Towards Transparent Application of Machine Learning in Video Processing
Machine learning techniques for more efficient video compression and vid...
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05/04/2021