Fabian Brand

CoRR, 2023

Learned Wavelet Video Coding Using Motion Compensated Temporal Filtering.

[BibT_eX]

[DOI]

Anna Meyer

IEEE Access, 2023

On Interpolation of Subjective Rate-Distortion Curves for Video Coder Comparison.

[BibT_eX]

[DOI]

Christian Herglotz

Proceedings of the 15th International Conference on Quality of Multimedia Experience, 2023

Frequency-Domain Analysis of Traces for the Detection of AI-based Compression.

[BibT_eX]

[DOI]

Proceedings of the 11th International Workshop on Biometrics and Forensics, 2023

Processing Energy Modeling For Neural Network Based Image Compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

Spatially-Adaptive Learning-Based Image Compression with Hierarchical Multi-Scale Latent Spaces.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2023

Saliency-Driven Hierarchical Learned Image Coding for Machines.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

On Benefits and Challenges of Conditional Interframe Video Coding in Light of Information Theory.

[BibT_eX]

[DOI]

Proceedings of the Picture Coding Symposium, 2022

Domain Adaptation for Unknown Image Distortions in Instance Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Learning Frequency-Specific Quantization Scaling in VVC for Standard-Compliant Task-Driven Image Coding.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

P-Frame Coding with Generalized Difference: A Novel Conditional Coding Approach.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A Low-Parametric Model for Bit-Rate Estimation of VVC Residual Coding.

[BibT_eX]

[DOI]

Christian Herglotz

Proceedings of the IEEE International Conference on Acoustics, 2022

Learning True Rate-Distortion-Optimization for End-To-End Image Compression.

[BibT_eX]

[DOI]

Proceedings of the Data Compression Conference, 2022

RDONet: Rate-Distortion Optimized Learned Image Compression with Variable Depth.

[BibT_eX]

[DOI]

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

2021

Intra-Frame Coding Using a Conditional Autoencoder.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2021

Generalized Difference Coder: A Novel Conditional Autoencoder Structure for Video Compression.

[BibT_eX]

[DOI]

CoRR, 2021

DeepCNV: a deep learning approach for authenticating copy number variations.

[BibT_eX]

[DOI]

Briefings Bioinform., 2021

Switchable Motion Models for Non-Block-Based Inter Prediction in Learning-Based Video Coding.

[BibT_eX]

[DOI]

Proceedings of the Picture Coding Symposium, 2021

A Novel End-To-End Network for Reconstruction of Non-Regularly Sampled Image Data Using Locally Fully Connected Layers.

[BibT_eX]

[DOI]

Simon Grosche

Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

Intra To Inter: Towards Intra Prediction for Learning-Based Video Coders Using Optical Flow.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Rate-Distortion Optimized Learning-Based Image Compression Using an Adaptive Hierachical Autoencoder With Conditional Hyperprior.

[BibT_eX]

[DOI]

Kristian Fischer

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Introducing Latent Space Correlation to Conditional Autoencoders for Intra Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Visual Communications and Image Processing, 2020

Video Coding for Machines with Feature-Based Rate-Distortion Optimization.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

A Triangulation-Based Backward Adaptive Motion Field Subsampling Scheme.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

Enhanced Image Reconstruction From Quarter Sampling Measurements Using An Adapted Very Deep Super Resolution Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Intra Frame Prediction for Video Coding Using a Conditional Autoencoder Approach.

[BibT_eX]

[DOI]

Proceedings of the Picture Coding Symposium, 2019

Mid-level Chord Transition Features for Musical Style Analysis.

[BibT_eX]

[DOI]

Christof Weiß