48 citations · 81 across the 9 of their papers we have counts for
5 papers · 1 filter
Complexity Reduction of Learned In-Loop Filtering in Video Coding
Woody Bayliss, Luka Murn, Ebroul Izquierdo +2
In video coding, in-loop filters are applied on reconstructed video frames to enhance their perceptual quality, before storing the frames for output. Conventional in-loop filters a…
Analytic Simplification of Neural Network based Intra-Prediction Modes for Video Compression
Maria Santamaria, Saverio Blasi, Ebroul Izquierdo +1
With the increasing demand for video content at higher resolutions, it is evermore critical to find ways to limit the complexity of video encoding tasks in order to reduce costs, p…
Estimation of Rate Control Parameters for Video Coding Using CNN
Maria Santamaria, Ebroul Izquierdo, Saverio Blasi +1
Rate-control is essential to ensure efficient video delivery. Typical rate-control algorithms rely on bit allocation strategies, to appropriately distribute bits among frames. As r…
Fast Inter-Prediction based on Decision Trees for AV1 encoding
Jieon Kim, Saverio Blasi, Andre Seixas Dias +2
The AOMedia Video 1 (AV1) standard can achieve considerable compression efficiency thanks to the usage of many advanced tools and improvements, such as advanced inter-prediction mo…
Convolutional Neural Networks for Video Quality Assessment
Michalis Giannopoulos, Grigorios Tsagkatakis, Saverio Blasi +5
Video Quality Assessment (VQA) is a very challenging task due to its highly subjective nature. Moreover, many factors influence VQA. Compression of video content, while necessary f…