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∙ 07/12/2023

Efficient Convolution and Transformer-Based Network for Video Frame Interpolation

Video frame interpolation is an increasingly important research task wit...

1 Issa Khalifeh, et al. ∙

∙ 07/04/2023

Query-based Video Summarization with Pseudo Label Supervision

Existing datasets for manually labelled query-based video summarization ...

0 Jia-Hong Huang, et al. ∙

∙ 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...

5 Saiping Zhang, et al. ∙

∙ 05/13/2022

Slimmable Video Codec

Neural video compression has emerged as a novel paradigm combining train...

2 Zhaocheng Liu, et al. ∙

∙ 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...

5 Issa Khalifeh, et al. ∙

∙ 03/16/2022

Complexity Reduction of Learned In-Loop Filtering in Video Coding

In video coding, in-loop filters are applied on reconstructed video fram...

1 Woody Bayliss, et al. ∙

∙ 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...

1 Saiping Zhang, et al. ∙

∙ 10/13/2021

Assisting News Media Editors with Cohesive Visual Storylines

Creating a cohesive, high-quality, relevant, media story is a challenge ...

0 Gonçalo Marcelino, et al. ∙

∙ 09/24/2021

Spatial Information Refinement for Chroma Intra Prediction in Video Coding

Video compression benefits from advanced chroma intra prediction methods...

0 Chengyi Zou, et al. ∙

∙ 09/22/2021

DVC-P: Deep Video Compression with Perceptual Optimizations

Recent years have witnessed the significant development of learning-base...

5 Saiping Zhang, et al. ∙

∙ 06/16/2021

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

The versatility of recent machine learning approaches makes them ideal f...

7 Luka Murn, et al. ∙

∙ 05/26/2021

Towards Transparent Application of Machine Learning in Video Processing

Machine learning techniques for more efficient video compression and vid...

3 Luka Murn, et al. ∙

∙ 05/04/2021

Attention-based Stylisation for Exemplar Image Colourisation

Exemplar-based colourisation aims to add plausible colours to a grayscal...

32 Marc Gorriz Blanch, et al. ∙

∙ 04/26/2021

GPT2MVS: Generative Pre-trained Transformer-2 for Multi-modal Video Summarization

Traditional video summarization methods generate fixed video representat...

10 Jia-Hong Huang, et al. ∙

∙ 04/19/2021

DANICE: Domain adaptation without forgetting in neural image compression

Neural image compression (NIC) is a new coding paradigm where coding cap...

6 Sudeep Katakol, et al. ∙

∙ 02/09/2021

Attention-Based Neural Networks for Chroma Intra Prediction in Video Coding

Neural networks can be successfully used to improve several modules of a...

14 Marc Gorriz, et al. ∙

∙ 06/27/2020

Chroma Intra Prediction with attention-based CNN architectures

Neural networks can be used in video coding to improve chroma intra-pred...

2 Marc Gorriz, et al. ∙

∙ 06/11/2020

Interpreting CNN for Low Complexity Learned Sub-pixel Motion Compensation in Video Coding

Deep learning has shown great potential in image and video compression t...

6 Luka Murn, et al. ∙

∙ 04/23/2020

Analytic Simplification of Neural Network based Intra-Prediction Modes for Video Compression

With the increasing demand for video content at higher resolutions, it i...

0 Maria Santamaria, et al. ∙

∙ 03/13/2020

Estimation of Rate Control Parameters for Video Coding Using CNN

Rate-control is essential to ensure efficient video delivery. Typical ra...

0 Maria Santamaria, et al. ∙

∙ 08/26/2019

End-to-End Conditional GAN-based Architectures for Image Colourisation

In this work recent advances in conditional adversarial networks are inv...

17 Marc Gorriz, et al. ∙

∙ 08/12/2019

Decision Trees for Complexity Reduction in Video Compression

This paper proposes a method for complexity reduction in practical video...

0 Natasha Westland, et al. ∙

∙ 08/09/2019

A Benchmark of Visual Storytelling in Social Media

Media editors in the newsroom are constantly pressed to provide a "like-...

0 Gonçalo Marcelino, et al. ∙

∙ 09/26/2018

Convolutional Neural Networks for Video Quality Assessment

Video Quality Assessment (VQA) is a very challenging task due to its hig...

0 Michalis Giannopoulos, et al. ∙

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