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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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Attention-based Stylisation for Exemplar Image Colourisation


May 04, 2021
Marc Gorriz Blanch, Issa Khalifeh, Alan Smeaton, Noel O'Connor, Marta Mrak


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


Apr 26, 2021
Jia-Hong Huang, Luka Murn, Marta Mrak, Marcel Worring

* This paper is accepted by ACM International Conference on Multimedia Retrieval (ICMR), 2021 

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DANICE: Domain adaptation without forgetting in neural image compression


Apr 19, 2021
Sudeep Katakol, Luis Herranz, Fei Yang, Marta Mrak

* Accepted to CLIC Workshop at CVPR 2021 

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


Feb 09, 2021
Marc G贸rriz, Saverio Blasi, Alan F. Smeaton, Noel E. O'Connor, Marta Mrak

* IEEE Journal of Selected Topics in Signal Processing, 2020 

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Chroma Intra Prediction with attention-based CNN architectures


Jun 27, 2020
Marc G贸rriz, Saverio Blasi, Alan F. Smeaton, Noel E. O'Connor, Marta Mrak

* 27th IEEE International Conference on Image Processing, 25-28 Oct 2020, Abu Dhabi, United Arab Emirates 

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


Jun 11, 2020
Luka Murn, Saverio Blasi, Alan F. Smeaton, Noel E. O'Connor, Marta Mrak

* 27th IEEE International Conference on Image Processing, 25-28 Oct 2020, Abu Dhabi, United Arab Emirates 

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


Apr 23, 2020
Maria Santamaria, Saverio Blasi, Ebroul Izquierdo, Marta Mrak

* To apper in IEEE ICMEW 2020 

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Estimation of Rate Control Parameters for Video Coding Using CNN


Mar 13, 2020
Maria Santamaria, Ebroul Izquierdo, Saverio Blasi, Marta Mrak

* IEEE International Conference on Visual Communications and Image Processing (VCIP 2018), Taichung, Taiwan, 9 -12 December 2018 
* 5 pages, 5 figures, 4 tables 

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


Sep 05, 2019
Marc G贸rriz, Marta Mrak, Alan F. Smeaton, Noel E. O'Connor

* IEEE 21st International Workshop on Multimedia Signal Processing, 27-29 Sept 2019, Kuala Lumpur, Malaysia 

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Decision Trees for Complexity Reduction in Video Compression


Aug 12, 2019
Natasha Westland, Andr茅 Seixas Dias, Marta Mrak


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Convolutional Neural Networks for Video Quality Assessment


Sep 26, 2018
Michalis Giannopoulos, Grigorios Tsagkatakis, Saverio Blasi, Farzad Toutounchi, Athanasios Mouchtaris, Panagiotis Tsakalides, Marta Mrak, Ebroul Izquierdo

* Number of Pages: 12, Number of Figures: 17, Submitted to: Signal Processing: Image Communication (Elsevier) 

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