Marta Mrak

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 77

Top Venues

CoRR

ICIP

MMSP

IEEE Trans. Circuits Syst. Video Technol.

Queen Mary University of London, UK (PHD)

Education History

Queen Mary University of London, UK

PHD

Publications

Chengyi Zou, Shuai Wan, Tiannan Ji, Marc Górriz Blanch, Marta Mrak, Luis Herranz
Chroma Intra Prediction With Lightweight Attention-Based Neural Networks. IEEE Trans. Circuits Syst. Video Technol. 34 (1) (2024)
Yifan Wang, Luka Murn, Luis Herranz, Fei Yang, Marta Mrak, Wei Zhang, Shuai Wan, Marc Górriz Blanch
Efficient Super-Resolution for Compression Of Gaming Videos. ICASSP (2023)
Mingyi Yang, Luis Herranz, Fei Yang, Luka Murn, Marc Górriz Blanch, Shuai Wan, Fuzheng Yang, Marta Mrak
Semantic Preprocessor for Image Compression for Machines. ICASSP (2023)
Issa Khalifeh, Luka Murn, Marta Mrak, Ebroul Izquierdo
Efficient Convolution and Transformer-Based Network for Video Frame Interpolation. CoRR (2023)
Jia-Hong Huang, Luka Murn, Marta Mrak, Marcel Worring
Query-Based Video Summarization with Pseudo Label Supervision. ICIP (2023)
Jia-Hong Huang, Luka Murn, Marta Mrak, Marcel Worring
Query-based Video Summarization with Pseudo Label Supervision. CoRR (2023)
Ivan V. Bajic, Marta Mrak, Frédéric Dufaux, Enrico Magli, Tsuhan Chen
Multimedia Signal Processing: A history of the Multimedia Signal Processing Technical Committee. IEEE Signal Process. Mag. 40 (4) (2023)
Issa Khalifeh, Luka Murn, Marta Mrak, Ebroul Izquierdo
Efficient Convolution and Transformer-based Network for Video Frame Interpolation. ICIP (2023)
Issa Khalifeh, Marc Górriz Blanch, Ebroul Izquierdo, Marta Mrak
Multi-encoder Network for Parameter Reduction of a Kernel-based Interpolation Architecture. CoRR (2022)
Woody Bayliss, Luka Murn, Ebroul Izquierdo, Qianni Zhang, Marta Mrak
Complexity Reduction of Learned In-Loop Filtering in Video Coding. ISCAS (2022)
Saiping Zhang, Luis Herranz, Marta Mrak, Marc Górriz Blanch, Shuai Wan, Fuzheng Yang
PeQuENet: Perceptual Quality Enhancement of Compressed Video with Adaptation- and Attention-based Network. CoRR (2022)
Saiping Zhang, Luis Herranz, Marta Mrak, Marc Górriz Blanch, Shuai Wan, Fuzheng Yang
DCNGAN: A Deformable Convolution-Based GAN with QP Adaptation for Perceptual Quality Enhancement of Compressed Video. ICASSP (2022)
Zhaocheng Liu, Luis Herranz, Fei Yang, Saiping Zhang, Shuai Wan, Marta Mrak, Marc Górriz Blanch
Slimmable Video Codec. CoRR (2022)
Marc Górriz Blanch, Noel E. O'Connor, Marta Mrak
Scene-Adaptive Temporal Stabilisation for Video Colourisation Using Deep Video Priors. ECCV Workshops (4) (2022)
Zhaocheng Liu, Luis Herranz, Fei Yang, Saiping Zhang, Shuai Wan, Marta Mrak, Marc Górriz Blanch
Slimmable Video Codec. CVPR Workshops (2022)
Saiping Zhang, Luis Herranz, Marta Mrak, Marc Górriz Blanch, Shuai Wan, Fuzheng Yang
DCNGAN: A Deformable Convolutional-Based GAN with QP Adaptation for Perceptual Quality Enhancement of Compressed Video. CoRR (2022)
Chengyi Zou, Shuai Wan, Marta Mrak, Marc Górriz Blanch, Luis Herranz, Tiannan Ji
Towards Lightweight Neural Network-based Chroma Intra Prediction for Video Coding. ICIP (2022)
Woody Bayliss, Luka Murn, Ebroul Izquierdo, Qianni Zhang, Marta Mrak
Complexity Reduction of Learned In-Loop Filtering in Video Coding. CoRR (2022)
Issa Khalifeh, Marc Górriz Blanch, Ebroul Izquierdo, Marta Mrak
Multi-encoder Network for Parameter Reduction of a Kernel-based Interpolation Architecture. CVPR Workshops (2022)
Chengyi Zou, Shuai Wan, Tiannan Ji, Marta Mrak, Marc Górriz Blanch, Luis Herranz
Spatial Information Refinement for Chroma Intra Prediction in Video Coding. CoRR (2021)
Chengyi Zou, Shuai Wan, Tiannan Ji, Marta Mrak, Marc Górriz Blanch, Luis Herranz
Spatial Information Refinement for Chroma Intra Prediction in Video Coding. APSIPA ASC (2021)
Saiping Zhang, Marta Mrak, Luis Herranz, Marc Górriz Blanch, Shuai Wan, Fuzheng Yang
DVC-P: Deep Video Compression with Perceptual Optimizations. VCIP (2021)
Marc Górriz Blanch, Saverio G. Blasi, Alan F. Smeaton, Noel E. O'Connor, Marta Mrak
Attention-Based Neural Networks for Chroma Intra Prediction in Video Coding. IEEE J. Sel. Top. Signal Process. 15 (2) (2021)
Luka Murn, Marc Górriz Blanch, María Santamaría, Fiona Rivera, Marta Mrak
Towards Transparent Application of Machine Learning in Video Processing. CoRR (2021)
Jia-Hong Huang, Luka Murn, Marta Mrak, Marcel Worring
GPT2MVS: Generative Pre-trained Transformer-2 for Multi-modal Video Summarization. CoRR (2021)
Marc Górriz Blanch, Issa Khalifeh, Alan F. Smeaton, Noel E. O'Connor, Marta Mrak
Attention-based Stylisation for Exemplar Image Colourisation. CoRR (2021)
Marc Górriz Blanch, Saverio G. Blasi, Alan F. Smeaton, Noel E. O'Connor, Marta Mrak
Open-Source: Attention-Based Neural Networks For Chroma Intra Prediction In Video Coding. ICME Workshops (2021)
Saiping Zhang, Marta Mrak, Luis Herranz, Marc Górriz, Shuai Wan, Fuzheng Yang
DVC-P: Deep Video Compression with Perceptual Optimizations. CoRR (2021)
Marc Górriz, Saverio G. Blasi, Alan F. Smeaton, Noel E. O'Connor, Marta Mrak
Attention-Based Neural Networks for Chroma Intra Prediction in Video Coding. CoRR (2021)
Gonçalo Marcelino, David Semedo, André Mourão, Saverio G. Blasi, Marta Mrak, João Magalhães
Assisting News Media Editors with Cohesive Visual Storylines. CoRR (2021)
Jia-Hong Huang, Luka Murn, Marta Mrak, Marcel Worring
GPT2MVS: Generative Pre-trained Transformer-2 for Multi-modal Video Summarization. ICMR (2021)
Sudeep Katakol, Luis Herranz, Fei Yang, Marta Mrak
DANICE: Domain Adaptation Without Forgetting in Neural Image Compression. CVPR Workshops (2021)
Luka Murn, Alan F. Smeaton, Marta Mrak
Interpreting Super-Resolution CNNs for Sub-Pixel Motion Compensation in Video Coding. ACM Multimedia (2021)
Marc Górriz Blanch, Issa Khalifeh, Noel E. O'Connor, Marta Mrak
Attention-based Stylisation for Exemplar Image Colourisation. MMSP (2021)
Gonçalo Marcelino, David Semedo, André Mourão, Saverio G. Blasi, João Magalhães, Marta Mrak
Assisting News Media Editors with Cohesive Visual Storylines. ACM Multimedia (2021)
Sudeep Katakol, Luis Herranz, Fei Yang, Marta Mrak
DANICE: Domain adaptation without forgetting in neural image compression. CoRR (2021)
Luka Murn, Saverio G. Blasi, Alan F. Smeaton, Marta Mrak
Improved CNN-based Learning of Interpolation Filters for Low-Complexity Inter Prediction in Video Coding. CoRR (2021)
Stavroula Ntoa, George Margetis, Fiona Rivera, Michael Evans, Ilia Adami, Georgios Mathioudakis, Rajitha Weerakkody, George Metaxakis, Ioannis Markopoulos, Marta Mrak, Constantine Stephanidis
User generated content for enhanced professional productions: a mobile application for content contributors and a study on the factors influencing their satisfaction and loyalty. Multim. Tools Appl. 80 (25) (2021)
Marc Górriz Blanch, Saverio G. Blasi, Alan F. Smeaton, Noel E. O'Connor, Marta Mrak
Chroma Intra Prediction With Attention-Based CNN Architectures. ICIP (2020)
María Santamaría, Saverio G. Blasi, Ebroul Izquierdo, Marta Mrak
Analytic Simplification of Neural Network based Intra-Prediction Modes for Video Compression. CoRR (2020)
María Santamaría, Ebroul Izquierdo, Saverio G. Blasi, Marta Mrak
Estimation of Rate Control Parameters for Video Coding Using CNN. CoRR (2020)
Marc Górriz, Saverio G. Blasi, Alan F. Smeaton, Noel E. O'Connor, Marta Mrak
Chroma Intra Prediction with attention-based CNN architectures. CoRR (2020)
María Santamaría, Saverio G. Blasi, Ebroul Izquierdo, Marta Mrak
Analytic Simplification of Neural Network Based Intra-Prediction Modes For Video Compression. ICME Workshops (2020)
Mai Xu, Ali Borji, Ce Zhu, Edward J. Delp, Marta Mrak, Patrick Le Callet
Introduction to the Issue on Perception-Driven 360° Video Processing. IEEE J. Sel. Top. Signal Process. 14 (1) (2020)
Luka Murn, Saverio G. Blasi, Alan F. Smeaton, Noel E. O'Connor, Marta Mrak
Interpreting CNN For Low Complexity Learned Sub-Pixel Motion Compensation In Video Coding. ICIP (2020)
Luka Murn, Saverio G. Blasi, Alan F. Smeaton, Noel E. O'Connor, Marta Mrak
Interpreting CNN for Low Complexity Learned Sub-pixel Motion Compensation in Video Coding. CoRR (2020)
Marc Górriz Blanch, Marta Mrak, Alan F. Smeaton, Noel E. O'Connor
End-to-End Conditional GAN-based Architectures for Image Colourisation. MMSP (2019)
André Seixas Dias, Shenglan Huang, Saverio G. Blasi, Marta Mrak, Ebroul Izquierdo
Time-Constrained Video Delivery Using Adaptive Coding Parameters. IEEE Trans. Circuits Syst. Video Technol. 29 (7) (2019)
Marta Mrak, Enrico Magli, Frédéric Dufaux
Spotlight on the Multimedia Signal Processing Technical Committee [In the Spotlight]. IEEE Signal Process. Mag. 36 (3) (2019)
Marta Mrak
AI Gets Creative. AI4TV@MM (2019)
Natasha Westland, André Seixas Dias, Marta Mrak
Decision Trees for Complexity Reduction in Video Compression. ICIP (2019)
Marc Górriz, Marta Mrak, Alan F. Smeaton, Noel E. O'Connor
End-to-End Conditional GAN-based Architectures for Image Colourisation. CoRR (2019)
Natasha Westland, André Seixas Dias, Marta Mrak
Decision Trees for Complexity Reduction in Video Compression. CoRR (2019)
Gonçalo Marcelino, David Semedo, André Mourão, Saverio G. Blasi, Marta Mrak, João Magalhães
A Benchmark of Visual Storytelling in Social Media. ICMR (2019)
Jieon Kim, Saverio G. Blasi, André Seixas Dias, Marta Mrak, Ebroul Izquierdo
Fast Inter-prediction Based on Decision Trees for AV1 Encoding. ICASSP (2019)
Gonçalo Marcelino, David Semedo, André Mourão, Saverio G. Blasi, Marta Mrak, João Magalhães
A Benchmark of Visual Storytelling in Social Media. CoRR (2019)
Michalis Giannopoulos, Grigorios Tsagkatakis, Saverio G. Blasi, Farzad Toutounchi, Athanasios Mouchtaris, Panagiotis Tsakalides, Marta Mrak, Ebroul Izquierdo
Convolutional Neural Networks for Video Quality Assessment. CoRR (2018)
Saverio G. Blasi, André Seixas Dias, Marta Mrak, Shenglan Huang, Ebroul Izquierdo
Complexity-Constrained Video Encoding and Delivery using Configuration Transfer Matrix. PCS (2018)
André Seixas Dias, Saverio G. Blasi, Marta Mrak, Shenglan Huang, Ebroul Izquierdo
Adaptive Video Encoding for Time-Constrained Compression and Delivery. EUSIPCO (2018)
María Santamaría, Ebroul Izquierdo, Saverio G. Blasi, Marta Mrak
Estimation of Rate Control Parameters for Video Coding Using CNN. VCIP (2018)
Hu Hao, Yang Zhang, Dimitris Agrafiotis, Matteo Naccari, Marta Mrak
Performance evaluation of reverse tone mapping operators for dynamic range expansion of SDR video content. MMSP (2017)
Ivan Zupancic, Matteo Naccari, Marta Mrak, Ebroul Izquierdo
Two-Pass Rate Control for Improved Quality of Experience in UHDTV Delivery. IEEE J. Sel. Top. Signal Process. 11 (1) (2017)
Juliette Carter, Saverio G. Blasi, Marta Mrak
Complexity-driven rate-control for parallel HEVC coding. VCIP (2017)
Ivan Zupancic, Ebroul Izquierdo, Matteo Naccari, Marta Mrak
Two-pass rate control for UHDTV delivery with HEVC. PCS (2016)
Thiow Keng Tan, Rajitha Weerakkody, Marta Mrak, Naeem Ramzan, Vittorio Baroncini, Jens-Rainer Ohm, Gary J. Sullivan
Video Quality Evaluation Methodology and Verification Testing of HEVC Compression Performance. IEEE Trans. Circuits Syst. Video Technol. 26 (1) (2016)
André Seixas Dias, Saverio G. Blasi, Marta Mrak, Ebroul Izquierdo
Improved combined intra prediction for higher video compression efficiency. PCS (2016)
Vigneswaran Poobalasingam, Ebroul Izquierdo, Saverio G. Blasi, Marta Mrak
Optimised selection of structure of pictures for video coding. MMSP (2016)
Sebastian Schwarz, Marta Mrak
An application of unified reference picture list for motion-compensated video compression. PCS (2016)
Yang Zhang, Matteo Naccari, Dimitris Agrafiotis, Marta Mrak, David R. Bull
High Dynamic Range Video Compression Exploiting Luminance Masking. IEEE Trans. Circuits Syst. Video Technol. 26 (5) (2016)
André Seixas Dias, Marta Mrak
Region-adaptive quantisation for prevention of contouring in coded video. MMSP (2015)
Saverio G. Blasi, Marta Mrak, Ebroul Izquierdo
Frequency-Domain Intra Prediction Analysis and Processing for High-Quality Video Coding. IEEE Trans. Circuits Syst. Video Technol. 25 (5) (2015)
Sebastian Schwarz, Marta Mrak
Improved reference picture list sorting in video coding. IWSSIP (2015)
André Seixas Dias, Mischa Siekmann, Sebastian Bosse, Heiko Schwarz, Detlev Marpe, Marta Mrak
Rate-distortion optimised quantisation for HEVC using spatial just noticeable distortion. EUSIPCO (2015)
Nicolo Casali, Matteo Naccari, Marta Mrak, Riccardo Leonardi
Adaptive quantisation in HEVC for contouring artefacts removal in UHD content. ICIP (2015)
Matteo Naccari, Andrea Gabriellini, Marta Mrak, Saverio Giovanni Blasi, Ivan Zupancic, Ebroul Izquierdo
HEVC coding optimisation for Ultra High Definition television services. PCS (2015)
Matteo Naccari, Rajitha Weerakkody, John Funnell, Marta Mrak
Enabling Ultra High Definition Television services with the HEVC standard: The thira project. ICME Workshops (2015)
André Seixas Dias, Sebastian Schwarz, Mischa Siekmann, Sebastian Bosse, Heiko Schwarz, Detlev Marpe, John Zubrzycki, Marta Mrak
Perceptually Optimised Video Compression. ICME Workshops (2015)
Saverio G. Blasi, Marta Mrak, Ebroul Izquierdo
Masking of transformed intra-predicted blocks for high quality image and video coding. ICIP (2014)
Yanxiang Wang, Charith Abhayaratne, Rajitha Weerakkody, Marta Mrak
Colour space transforms for improved video compression. IWSSIP (2014)
Rajitha Weerakkody, Marta Mrak, Vittorio Baroncini, Jens-Rainer Ohm, Thiow Keng Tan, Gary J. Sullivan
Verification testing of HEVC compression performance for UHD video. GlobalSIP (2014)
Yanxiang Wang, Charith Abhayaratne, Rajitha Weerakkody, Marta Mrak
Multi-scale dithering for contouring artefacts removal in compressed UHD video sequences. GlobalSIP (2014)
Rajitha Weerakkody, Marta Mrak
Adaptive low complexity colour transform for video coding. MMSP (2014)
Marta Mrak, Robert Cohen, Patrick Le Callet
Special issue on advances in high dynamic range video research. Signal Process. Image Commun. 29 (2) (2014)
Andrea Gabriellini, Marta Mrak
On coding and resampling of video in 4: 2: 2 chroma format for cascaded coding applications. WIAMIS (2013)
Matteo Naccari, Saverio G. Blasi, Marta Mrak, Ebroul Izquierdo
Improving inter prediction in HEVC with residual DPCM for lossless screen content coding. PCS (2013)
Yang Zhang, Dimitris Agrafiotis, Matteo Naccari, Marta Mrak, David R. Bull
Visual masking phenomena with high dynamic range content. ICIP (2013)
Andrea Gabriellini, Matteo Naccari, Marta Mrak, David Flynn, Glenn Van Wallendael
Adaptive transform skipping for improved coding of motion compensated residuals. Signal Process. Image Commun. 28 (3) (2013)
Yang Zhang, Matteo Naccari, Dimitris Agrafiotis, Marta Mrak, David R. Bull
High dynamic range video compression by intensity dependent spatial quantization in HEVC. PCS (2013)
Matteo Naccari, Marta Mrak
Binary alpha channel compression for coding of supplementary video streams. MMSP (2013)
Matteo Naccari, Marta Mrak
Intensity dependent spatial quantization with application in HEVC. ICME (2013)
Rajitha Weerakkody, Marta Mrak
Mirroring of coefficients for Transform Skipping in Video Coding. MMSP (2013)
Andrea Gabriellini, Matteo Naccari, Marta Mrak, David Flynn
Spatial transform skip in the emerging High Efficiency Video Coding standard. ICIP (2012)
Marta Mrak, Ji-Zheng Xu
Improving screen content coding in HEVC by transform skipping. EUSIPCO (2012)
Glenn Van Wallendael, Jan De Cock, Rik Van de Walle, Marta Mrak
Multi-loop quality scalability based on high efficiency video coding. PCS (2012)
Luis Herranz, Janko Calic, José M. Martínez, Marta Mrak
Scalable Comic-Like Video Summaries and Layout Disturbance. IEEE Trans. Multim. 14 (4) (2012)
Marta Mrak, Andrea Gabriellini, David Flynn, Thomas Davies
Parallel processing for combined intra prediction in high efficiency video coding. ICIP (2011)
Andrea Gabriellini, David Flynn, Marta Mrak, Thomas Davies
Combined Intra-Prediction for High-Efficiency Video Coding. IEEE J. Sel. Top. Signal Process. 5 (7) (2011)
Fernando López Hernández, Gokce Nur, Safak Dogan, Hemantha Kodikara Arachchi, Marta Mrak, José M. Martínez, Narciso García, Ahmet M. Kondoz
Improving scalable video adaptation in a knowledge-based framework. WIAMIS (2010)
Bunchat Kamolrat, Warnakulasuriya Anil Chandana Fernando, Marta Mrak
Adaptive motion-estimation-mode selection for depth video coding. ICASSP (2010)
Mislav Grgic, Marta Mrak, Kresimir Delac
Special issue on advances in image and video processing techniques. Multim. Tools Appl. 49 (3) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Marta Mrak