Marta Mrak

According to our database1, Marta Mrak authored at least 111 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Chroma Intra Prediction With Lightweight Attention-Based Neural Networks.
IEEE Trans. Circuits Syst. Video Technol., January, 2024

2023
Multimedia Signal Processing: A history of the Multimedia Signal Processing Technical Committee.
IEEE Signal Process. Mag., June, 2023

Efficient Convolution and Transformer-based Network for Video Frame Interpolation.
Proceedings of the IEEE International Conference on Image Processing, 2023

Query-Based Video Summarization with Pseudo Label Supervision.
Proceedings of the IEEE International Conference on Image Processing, 2023

Semantic Preprocessor for Image Compression for Machines.
Proceedings of the IEEE International Conference on Acoustics, 2023

Efficient Super-Resolution for Compression Of Gaming Videos.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
PeQuENet: Perceptual Quality Enhancement of Compressed Video with Adaptation- and Attention-based Network.
CoRR, 2022

DCNGAN: A Deformable Convolutional-Based GAN with QP Adaptation for Perceptual Quality Enhancement of Compressed Video.
CoRR, 2022

Complexity Reduction of Learned In-Loop Filtering in Video Coding.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Towards Lightweight Neural Network-based Chroma Intra Prediction for Video Coding.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

DCNGAN: A Deformable Convolution-Based GAN with QP Adaptation for Perceptual Quality Enhancement of Compressed Video.
Proceedings of the IEEE International Conference on Acoustics, 2022

Scene-Adaptive Temporal Stabilisation for Video Colourisation Using Deep Video Priors.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Slimmable Video Codec.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Multi-encoder Network for Parameter Reduction of a Kernel-based Interpolation Architecture.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
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., 2021

Attention-Based Neural Networks for Chroma Intra Prediction in Video Coding.
IEEE J. Sel. Top. Signal Process., 2021

Improved CNN-based Learning of Interpolation Filters for Low-Complexity Inter Prediction in Video Coding.
CoRR, 2021

Towards Transparent Application of Machine Learning in Video Processing.
CoRR, 2021

Attention-based Stylisation for Exemplar Image Colourisation.
CoRR, 2021

DVC-P: Deep Video Compression with Perceptual Optimizations.
Proceedings of the International Conference on Visual Communications and Image Processing, 2021

Attention-based Stylisation for Exemplar Image Colourisation.
Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

Interpreting Super-Resolution CNNs for Sub-Pixel Motion Compensation in Video Coding.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Assisting News Media Editors with Cohesive Visual Storylines.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

GPT2MVS: Generative Pre-trained Transformer-2 for Multi-modal Video Summarization.
Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

Open-Source: Attention-Based Neural Networks For Chroma Intra Prediction In Video Coding.
Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021

DANICE: Domain Adaptation Without Forgetting in Neural Image Compression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Spatial Information Refinement for Chroma Intra Prediction in Video Coding.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

2020
Introduction to the Issue on Perception-Driven 360° Video Processing.
IEEE J. Sel. Top. Signal Process., 2020

Analytic Simplification of Neural Network Based Intra-Prediction Modes For Video Compression.
Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

Interpreting CNN For Low Complexity Learned Sub-Pixel Motion Compensation In Video Coding.
Proceedings of the IEEE International Conference on Image Processing, 2020

Chroma Intra Prediction With Attention-Based CNN Architectures.
Proceedings of the IEEE International Conference on Image Processing, 2020

2019
Time-Constrained Video Delivery Using Adaptive Coding Parameters.
IEEE Trans. Circuits Syst. Video Technol., 2019

Spotlight on the Multimedia Signal Processing Technical Committee [In the Spotlight].
IEEE Signal Process. Mag., 2019

End-to-End Conditional GAN-based Architectures for Image Colourisation.
Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019

AI Gets Creative.
Proceedings of the 1st International Workshop on AI for Smart TV Content Production, 2019

A Benchmark of Visual Storytelling in Social Media.
Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

Decision Trees for Complexity Reduction in Video Compression.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Fast Inter-prediction Based on Decision Trees for AV1 Encoding.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Convolutional Neural Networks for Video Quality Assessment.
CoRR, 2018

Estimation of Rate Control Parameters for Video Coding Using CNN.
Proceedings of the IEEE Visual Communications and Image Processing, 2018

Complexity-Constrained Video Encoding and Delivery using Configuration Transfer Matrix.
Proceedings of the 2018 Picture Coding Symposium, 2018

Adaptive Video Encoding for Time-Constrained Compression and Delivery.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Two-Pass Rate Control for Improved Quality of Experience in UHDTV Delivery.
IEEE J. Sel. Top. Signal Process., 2017

Complexity-driven rate-control for parallel HEVC coding.
Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

Performance evaluation of reverse tone mapping operators for dynamic range expansion of SDR video content.
Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

2016
High Dynamic Range Video Compression Exploiting Luminance Masking.
IEEE Trans. Circuits Syst. Video Technol., 2016

Video Quality Evaluation Methodology and Verification Testing of HEVC Compression Performance.
IEEE Trans. Circuits Syst. Video Technol., 2016

Two-pass rate control for UHDTV delivery with HEVC.
Proceedings of the 2016 Picture Coding Symposium, 2016

An application of unified reference picture list for motion-compensated video compression.
Proceedings of the 2016 Picture Coding Symposium, 2016

Improved combined intra prediction for higher video compression efficiency.
Proceedings of the 2016 Picture Coding Symposium, 2016

Optimised selection of structure of pictures for video coding.
Proceedings of the 18th IEEE International Workshop on Multimedia Signal Processing, 2016

2015
Frequency-Domain Intra Prediction Analysis and Processing for High-Quality Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2015

HEVC coding optimisation for Ultra High Definition television services.
Proceedings of the 2015 Picture Coding Symposium, 2015

Region-adaptive quantisation for prevention of contouring in coded video.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Improved reference picture list sorting in video coding.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015

Enabling Ultra High Definition Television services with the HEVC standard: The thira project.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Perceptually Optimised Video Compression.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

Adaptive quantisation in HEVC for contouring artefacts removal in UHD content.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Rate-distortion optimised quantisation for HEVC using spatial just noticeable distortion.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Special issue on advances in high dynamic range video research.
Signal Process. Image Commun., 2014

Adaptive low complexity colour transform for video coding.
Proceedings of the IEEE 16th International Workshop on Multimedia Signal Processing, 2014

Colour space transforms for improved video compression.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2014

Masking of transformed intra-predicted blocks for high quality image and video coding.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Verification testing of HEVC compression performance for UHD video.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Multi-scale dithering for contouring artefacts removal in compressed UHD video sequences.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013
Video Technology for Storage and Distribution of Personalised Media.
Proceedings of the Social Media Retrieval, 2013

Adaptive transform skipping for improved coding of motion compensated residuals.
Signal Process. Image Commun., 2013

On coding and resampling of video in 4: 2: 2 chroma format for cascaded coding applications.
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

High dynamic range video compression by intensity dependent spatial quantization in HEVC.
Proceedings of the 30th Picture Coding Symposium, 2013

Improving inter prediction in HEVC with residual DPCM for lossless screen content coding.
Proceedings of the 30th Picture Coding Symposium, 2013

Mirroring of coefficients for Transform Skipping in Video Coding.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Binary alpha channel compression for coding of supplementary video streams.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

Intensity dependent spatial quantization with application in HEVC.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Visual masking phenomena with high dynamic range content.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Scalable Comic-Like Video Summaries and Layout Disturbance.
IEEE Trans. Multim., 2012

Multi-loop quality scalability based on high efficiency video coding.
Proceedings of the 2012 Picture Coding Symposium, 2012

Spatial transform skip in the emerging High Efficiency Video Coding standard.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Improving screen content coding in HEVC by transform skipping.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Combined Intra-Prediction for High-Efficiency Video Coding.
IEEE J. Sel. Top. Signal Process., 2011

Parallel processing for combined intra prediction in high efficiency video coding.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Special issue on advances in image and video processing techniques.
Multim. Tools Appl., 2010

Improving scalable video adaptation in a knowledge-based framework.
Proceedings of the 11th International Workshop on Image Analysis for Multimedia Interactive Services, 2010

Adaptive motion-estimation-mode selection for depth video coding.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
3D motion estimation for depth image coding in 3D video coding.
IEEE Trans. Consumer Electron., 2009

Object tracking in surveillance videos using compressed domain features from scalable bit-streams.
Signal Process. Image Commun., 2009

Special issue on scalable coded media beyond compression.
Signal Process. Image Commun., 2009

Fast analysis of scalable video for adaptive browsing interfaces.
Comput. Vis. Image Underst., 2009

Global motion estimation using variable block sizes and its application to object segmentation.
Proceedings of the 10th Workshop on Image Analysis for Multimedia Interactive Services, 2009

Depth based object prioritisation for 3D video communication over Wireless LAN.
Proceedings of the International Conference on Image Processing, 2009

Utilisation of edge adaptive upsampling in compression of depth map videos for enhanced free-viewpoint rendering.
Proceedings of the International Conference on Image Processing, 2009

Scalable feature-based video retrieval for mobile devices.
Proceedings of the First International Conference on Internet Multimedia Computing and Service, 2009

2008
Scalable Video Coding Fundamentals.
Proceedings of the Encyclopedia of Multimedia, 2nd Ed., 2008

Joint source and channel coding for 3D video with depth image - based rendering.
IEEE Trans. Consumer Electron., 2008

Hierarchical motion analysis for fast summarisation of scalable coded video.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Flexible motion model with variable size blocks for depth frames coding in colour-depth based 3D video coding.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Multi bearer channel resource allocation for optimised transmission of video objects.
Proceedings of the International Conference on Image Processing, 2008

Flexible generation of video summaries from layered video bit-streams.
Proceedings of the International Conference on Image Processing, 2008

Dynamic layout of visual summaries for scalable video.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

2007
Motion scalability for video coding with flexible spatio-temporal decompositions.
PhD thesis, 2007

Perceptually adaptive joint deringing-deblocking filtering for scalable video transmission over wireless networks.
Signal Process. Image Commun., 2007

Optimised Compression Strategy in Wavelet-Based Video Coding using Improved Context Models.
Proceedings of the International Conference on Image Processing, 2007

Spatially Adaptive Wavelet Transform for Video Coding with Multi-Scale Motion Compensation.
Proceedings of the International Conference on Image Processing, 2007

Towards optimised context selection in scalable wavelet based video coding.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Scalable Video Coding.
Proceedings of the Encyclopedia of Multimedia, 2006

Perceptually adaptive joint deringing - deblocking filtering for scalable video coding.
Proceedings of the 2nd International Conference on Mobile Multimedia Communications, 2006

Motion driven adaptive transform based on wavelet transform for enhanced video coding.
Proceedings of the 2nd International Conference on Mobile Multimedia Communications, 2006

Evaluation of Techniques for Modeling of Layered Motion Structure.
Proceedings of the International Conference on Image Processing, 2006

An Entropy Coding Scheme for Multi-Component Scalable Motion Information.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
A fast error protection scheme for transmission of embedded coded images over unreliable channels and fixed packet size.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A Resolution Adaptive Interpolation Technique for Enhanced Decoding of Scalable Coded Video.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2003
A context modeling algorithm and its application in video compression.
Proceedings of the 2003 International Conference on Image Processing, 2003


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