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PeQuENet: Perceptual Quality Enhancement of Compressed Video with Adaptation- and Attention-based Network


Jun 16, 2022
Saiping Zhang, Luis Herranz, Marta Mrak, Marc Gorriz Blanch, Shuai Wan, Fuzheng Yang


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Slimmable Video Codec


May 13, 2022
Zhaocheng Liu, Luis Herranz, Fei Yang, Saiping Zhang, Shuai Wan, Marta Mrak, Marc G贸rriz Blanch

* Computer Vision and Pattern Recognition Workshop(CLIC2022) 

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Multi-encoder Network for Parameter Reduction of a Kernel-based Interpolation Architecture


May 13, 2022
Issa Khalifeh, Marc Gorriz Blanch, Ebroul Izquierdo, Marta Mrak

* Paper accepted in NTIRE: New Trends in Image Restoration and Enhancement CVPR 2022 Workshop 

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Complexity Reduction of Learned In-Loop Filtering in Video Coding


Mar 17, 2022
Woody Bayliss, Luka Murn, Ebroul Izquierdo, Qianni Zhang, Marta Mrak

* 5 pages, 3 figures, 2 tables 

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DCNGAN: A Deformable Convolutional-Based GAN with QP Adaptation for Perceptual Quality Enhancement of Compressed Video


Jan 28, 2022
Saiping Zhang, Luis Herranz, Marta Mrak, Marc Gorriz Blanch, Shuai Wan, Fuzheng Yang

* 5 pages, 4 figures 

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DVC-P: Deep Video Compression with Perceptual Optimizations


Oct 08, 2021
Saiping Zhang, Marta Mrak, Luis Herranz, Marc G贸rriz, Shuai Wan, Fuzheng Yang


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Improved CNN-based Learning of Interpolation Filters for Low-Complexity Inter Prediction in Video Coding


Jun 16, 2021
Luka Murn, Saverio Blasi, Alan F. Smeaton, Marta Mrak

* IEEE Open Journal of Signal Processing Special Issue on Applied AI and Machine Learning for Video Coding and Streaming, June 2021 

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Towards Transparent Application of Machine Learning in Video Processing


May 27, 2021
Luka Murn, Marc Gorriz Blanch, Maria Santamaria, Fiona Rivera, Marta Mrak

* International Broadcasting Convention, 11-14 Sep 2020, Amsterdam, Netherlands (Technical Paper section, Virtual) 

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